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  • image/svg+xml art designer at PLoS, modified by Wikipedia users Nina, Beao, JakobVoss, and AnonMoos Open Access logo, converted into svg, designed by PLoS. This version with transparent background. http://commons.wikimedia.org/wiki/File:Open_Access_logo_PLoS_white.svg art designer at PLoS, modified by Wikipedia users Nina, Beao, JakobVoss, and AnonMoos http://www.plos.org/
    Authors: Asheghabadi, Mohsen Saleh; Alireza Jafari Jebeli;

    Increasing population growth requires more sustainable development of energy. This non-contaminated energy has an inexhaustible energy source. One of the vital parameters in such structures is the choice of foundation type. Suction caissons are now used extensively worldwide for offshore wind turbine. Considering the presence of a number of offshore wind farms in earthquake areas, the study of the seismic behavior of suction caisson is necessary for better design. In this paper, the results obtained from three suction caisson models with different diameter (D) and skirt length (L) in saturated sand were compared with centrifuge test results. All models are analyzed using 3D finite element (FE) method taking account of elasto-plastic Mohr–Coulomb constitutive model for soil which is available in the ABAQUS library. The earthquake load applied to the base of models with a maximum acceleration of 0.65g. The results showed that numerical method is in relative good agreement with centrifuge results. The settlement and rotation of foundation decrease by increasing the skirt length and foundation diameter. The sand soil outside the caisson is prone to liquefaction due to its low confinement.

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    ZENODO
    Article . 2019
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    ZENODO
    Article . 2019
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    ZENODO
    Article . 2019
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      Article . 2019
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      Article . 2019
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    Authors: Ranjit Vasant Rajale ,; M. P. Nagarkar;

    the aim of optimization comes in to play in each and every field of engineering application. Thus such approach to make out to select correct method to adopt optimization would be great. The simulated annealing approach for simulation is taken to be basic to take out the and optimization can be done to genetic algorithm approach with convenient way https://journalnx.com/journal-article/20150605

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    ZENODO
    Article . 2018
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    Article . 2018
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    ZENODO
    Article . 2018
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      ZENODO
      Article . 2018
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      Article . 2018
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      ZENODO
      Article . 2018
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    Electric Vehicles have several potential advantages over traditional internal combustion engine vehicles. They promise zero emission and efficiency. State of charge of a battery is considered as one of the important parameters of Lead acid battery. Study has been done and identified that temperature is a main factor that affects the state of charge of the battery and some measures are to be taken to improve its performance. Unscented kalman filter plays a vital role in estimating the real state of charge of a lead acid battery. Testing of lead acid battery has been done in real-time. Unscented kalman filter code is implemented in MATLAB environment and the state of charge has been estimated for the degrading battery.

    image/svg+xml art designer at PLoS, modified by Wikipedia users Nina, Beao, JakobVoss, and AnonMoos Open Access logo, converted into svg, designed by PLoS. This version with transparent background. http://commons.wikimedia.org/wiki/File:Open_Access_logo_PLoS_white.svg art designer at PLoS, modified by Wikipedia users Nina, Beao, JakobVoss, and AnonMoos http://www.plos.org/ ZENODOarrow_drop_down
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    Article . 2023
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    Article . 2023
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      ZENODO
      Article . 2023
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      image/svg+xml art designer at PLoS, modified by Wikipedia users Nina, Beao, JakobVoss, and AnonMoos Open Access logo, converted into svg, designed by PLoS. This version with transparent background. http://commons.wikimedia.org/wiki/File:Open_Access_logo_PLoS_white.svg art designer at PLoS, modified by Wikipedia users Nina, Beao, JakobVoss, and AnonMoos http://www.plos.org/
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      Article . 2023
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      Article . 2023
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  • image/svg+xml art designer at PLoS, modified by Wikipedia users Nina, Beao, JakobVoss, and AnonMoos Open Access logo, converted into svg, designed by PLoS. This version with transparent background. http://commons.wikimedia.org/wiki/File:Open_Access_logo_PLoS_white.svg art designer at PLoS, modified by Wikipedia users Nina, Beao, JakobVoss, and AnonMoos http://www.plos.org/
    Authors: Wenyuan Ye; Jiuyang Lin; Luis, Patricia; Bruggen, Bart Van Der;

    {"references": ["", "M. Meinshausen, N. Meinshausen, W. Hare, S. C. B. Raper, K. Frieler, R.\nKnutti, D. J. Frame, M. R. Allen, \"Greenhouse-gas Emission Targets for\nLimiting Global Warming to 2\u00b0C\" Nature J., vol. 458, pp. 1158-1162,\n2009.", "P. Luis, T. Van Gerven, and B. Van der Bruggen, \"Recent Developments\nin Membrane-based Technologies for CO2 Capture\" Prog. Energy\nCombust. Sci. J., vol. 38, pp. 419-448, 2012.", "W. Ye, J. Lin, J. Shen, P. Luis, B. Van der Bruggen, \"Membrane\nCrystallization of Sodium Carbonate for Carbon Dioxide Recovery:\nEffect of Impurities on the Crystal Morphology\" Cryst. Growth Des.J.,\nvol. 13, pp. 2362\u20132372, 2013.", "P. Luis, D Van Aubel, B Van der Bruggen, \"Technical viability and\nexergy analysis of membrane crystallization: Closing the loop of CO2\nsequestration\" Int. J. Greenh. Gas Con. J., vol. 12, pp. 450-459, 2013.", "T. Ring, \"Kinetic effects on particle morphology and size distribution\nduring batch precipitation\" Powder Technol. J., vol. 65, pp. 195-206,\n1991.", "M. A. Bialik, H. Theliander, P. Sedin, C. L. Verrill, N. DeMartini,\n\" Solubility and solid-phase composition in Na2CO3-Na2SO4 solutions at\nboiling temperature: A modeling approach\" Ind. Eng. Chem. Res. J., vol.\n47, pp. 3233-3238, 2008.", "D. Weckesser, A. K\u00f6nig, \"Particle shape and purity in membrane based\ncrystallization\" Chem. Eng. Technol. J. vol. 31, pp. 157-162, 2008.", "B. Shi, W. J. Frederick Jr., R. W. Rousseau, \"Nucleation, growth, and\ncomposition of crystals obtained from solutions of Na2CO3 and Na2SO4\"\nInd. Eng. Chem. Res. J., vol. 42, pp. 6343-6347, 2003.", "A. P. Soemardji, C. L. Verrill, W. J. Jr. Frederick, H. Theliander,\n\"Prediction of Crystal Species Transition in Aqueous Solutions of\nNa2CO3 and Na2SO4 and Kraft Black Liquor\" Tappi J. vol. 3, pp. 27-32 ,\n2004."]} This study addresses the effect of impurities on the crystallization of Na2CO3 produced within a strategy for capturing CO2 from flue gases by alkaline absorption. A novel technology - membrane assisted crystallization - is proposed for Na2CO3 crystallization from mother liquors containing impurities. High purity of Na2CO3•10H2O crystals was obtained without impacting the performance of the mass transfer of water vapor through membranes during crystallization.

    image/svg+xml art designer at PLoS, modified by Wikipedia users Nina, Beao, JakobVoss, and AnonMoos Open Access logo, converted into svg, designed by PLoS. This version with transparent background. http://commons.wikimedia.org/wiki/File:Open_Access_logo_PLoS_white.svg art designer at PLoS, modified by Wikipedia users Nina, Beao, JakobVoss, and AnonMoos http://www.plos.org/ ZENODOarrow_drop_down
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    ZENODO
    Article . 2013
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    Data sources: Datacite
    image/svg+xml art designer at PLoS, modified by Wikipedia users Nina, Beao, JakobVoss, and AnonMoos Open Access logo, converted into svg, designed by PLoS. This version with transparent background. http://commons.wikimedia.org/wiki/File:Open_Access_logo_PLoS_white.svg art designer at PLoS, modified by Wikipedia users Nina, Beao, JakobVoss, and AnonMoos http://www.plos.org/
    ZENODO
    Article . 2013
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    image/svg+xml art designer at PLoS, modified by Wikipedia users Nina, Beao, JakobVoss, and AnonMoos Open Access logo, converted into svg, designed by PLoS. This version with transparent background. http://commons.wikimedia.org/wiki/File:Open_Access_logo_PLoS_white.svg art designer at PLoS, modified by Wikipedia users Nina, Beao, JakobVoss, and AnonMoos http://www.plos.org/
    ZENODO
    Article . 2013
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    Data sources: Datacite
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      image/svg+xml art designer at PLoS, modified by Wikipedia users Nina, Beao, JakobVoss, and AnonMoos Open Access logo, converted into svg, designed by PLoS. This version with transparent background. http://commons.wikimedia.org/wiki/File:Open_Access_logo_PLoS_white.svg art designer at PLoS, modified by Wikipedia users Nina, Beao, JakobVoss, and AnonMoos http://www.plos.org/ ZENODOarrow_drop_down
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      ZENODO
      Article . 2013
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      Data sources: Datacite
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      Article . 2013
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      Article . 2013
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    Authors: Bhalla, Deepika; Bansal, Raj Kumar; Gupta, Hari Om;

    {"references": ["IEEE Guide for the Interpretation of Gases Generated in Oil-Immersed\nTransformers, ANSI/IEEE Standard C57.104-1991.", "\"Mineral Oil Impregnated Electrical Equipment in service. Guide to the\ninterpretation of Dissolved Free Gas Analysis\". CEI, IEC 60599, second\nedition 1999-03.", "M. Duval, \"A review of fault detectable by gas-in-oil analysis in\ntransformers,\" IEEE electrical Insulation Magazine, Vol. 10, No. 3, pp\n8-17, 2002.", "K. F. Thang, R. K. Aggarwal, A. J. MacGrail and D. G. Esp,\n\"Application of Self-Organizing Map Algorithms for Analysis and\nInterpretation of Dissolved Gases in Power Transformers,\" Power\nEngineering Society Summer Meeting, 2001. IEEE, Vancouver, BC,\nCanada,07 /15/2001 Vol. 3,pp 1881-1886.", "K. F. Thang, R. K. Aggarwal, D. G. Esp, and A. J. MacGrail, \"Statistical\nand Neural Analysis of Dissolved Gases in Power Transformers,\"\nEighth International Conference on Dielectric Materials, Measurements\nand Applications, 2000. (IEE Conf. Publ. No. 473) 09/17-21/2000,\nEdinburgh, UK, pp 324-329.", "N. Yadaiah and Nagireddy Ravi, \"Fault Detection Techniques for\nPower Transformers,\" Industrial & Commercial Power Systems\nTechnical Conference, 2007. ICPS 2007. IEEE/IAS Vol.6 , Issue ,11\nMay 2007, pp:1 - 9.", "Diego Roberto Moaris and Jacqueline Gisete Rolim, \"An artificial\nNeural Network Approach to Transformer Fault Diagnosis,\" IEEE\nTransactions on Power Delivery , Vol. 11, No. 4, April 1996, pp 1836-\n1841.", "IS 10593:2006 Indian Standard \"Mineral Oil-impregnated Electrical\nEquipment in service-Guide to interpretation of dissolved and free gas\nanalysis.\" ( Second Revision).", "C. F Lin, J. M. Ling and C. L. Huang \"An Expert System for\nTransformers Fault Diagnosis Using Dissolved Gas Analysis\", IEEE\nTransactions on Power Delivery, Vol. 8, No. 1, January 1993, pp 231-\n238.\n[10] K. Tomsovic, M. Tapper and T. Ingvarsson, \"A Fuzzy Information\nApproach to Integrate Different Transformer Diagnostic Methods,\"\nIEEE Transactions on Power Systems, Vol. 08, No. 3, July 1993, pp\n1638-1646.\n[11] Yann-Chang Huang, Hong-Tzer Yang and Ching Lien Huang,\n\"Developing a new transformer Fault diagnostic System through\nEvolutionary Fuzzy Logic,\" IEEE Transactions on Power Delivery, Vol.\n12, No. 2, April 1997, pp 761-767.\n[12] Q. Su, C. Mi, L. L. Lai and P Austin, \"A Fuzzy Dissolved Gas Analysis\nMethod for Diagnosis of Multiple Incipient Faults in a Transformer,\"\nIEEE Transactions on Power Systems, Vol. 15, No. 2, May 2000, pp\n593-598.\n[13] N.A Muhamad, B. T Phung and T R Blackburn, \"Comparative study\nand analysis of DGA methods for Mineral Oil Using Fuzzy Logic,\"\nProceedings of 8th International Power Engineering Conference\n(IPEC2007), pp 1301-1306.\n[14] Hong-Tzer Yang, Chiung Chou Liou and Jeng Hong Chow, \"Fuzzy\nLearning Vector Quantization Networks for Power Transformer\nCondition Assessment, \" IEEE Transactions on Dielectrics and Electrical\nInsulation, Vol. 08, No. 1, February 2001, pp 143-149.\n[15] O. Vanegas, Y. Mizuno, K. Naito , and T Kamiya, \" Diagnosis of Oil\nInsulated Power Apparatus using Neural Network Simulation,\" IEEE\nTransactions on Dielectrics and Electrical Insulations, Vol 4, No3, June\n1997, pp 290-299.\n[16] Hong- Tzer Yang and Yann-Chang Huang, \"Intelligent Decision\nSupport for Diagnosis of Incipient Transformer Faults Using Self-\nOrganizing Polynomial Networks,\" IEEE Transactions on Power\nSystems Vol 13, No: 3, August 1998, pp 946-952.\n[17] J. L. Guardado, J. L. Naredo, P. Moreno and C. R. Fuerte, \"A\ncomparative study of Neural Network Efficiency in Power Transformer\nDiagnosis Using Dissolved Gas Analysis,\" IEEE Transactions on Power\nDelivery, Vol. 16, No. 4, October 2001, pp 643-647.\n[18] A. S. Farag, M. Mohandes and Ali Al Shaikh, \"Diagnosing Failed\nDistribution Transformers using Neural Networks,\" IEEE Transactions\non Power Delivery, Vol. 16, No. 4, October 2001, pp 631-636.\n[19] Y. C. Huang, H.T. Yang, and K. Y. Huang, \"Abductive Network Modelbased\nDiagnostic System of Power Transformer Incipient Fault\nDetection,\" IEE Proceedings on Generation Transmission Distribution,\nVol. 149, No 3, May 2002.\n[20] M. H. Wang, \"Extension Neural Network for Power Transformer\nIncipient Fault Diagnosis,\" IEE Proceeding Generation Transmission\nDistribution, Vol 150, No. 6, Nov 2003, pp 679-656.\n[21] Zhan Wang, JiWei guo, Jing Dong Xie, and Guoqing Tang, \"An\nIntroduction of a Condition Monitoring System of Electrical\nEquipment.\" Proceedings of 2001 International Symposium on\nElectrical Insulating Materials, 2001. (ISEIM 2001). Himeji, Japan\n11/19/2001-11/22/2001 pp 221-224.\n[22] D.V.S.S Siva Sarma and G.N.S Kalyani, \"ANN approach for Condition\nMonitoring of Power Transformers Using DGA,\" (0-1803-\n8560/04\u252c\u00ae2004 IEEE) pp 444-447.\n[23] James J. Dukaram, \"Transformer oil diagnosis using Fuzzy Logic and\nNeural Networks,\" Canadian Conference on Electrical & Computer\nEngineering, Vol. 1, pp 329-332.\n[24] Jingen Wang, Lin Shang, Shifu, Chen and Yanfei Wang, \"Application of\nFuzzy Classification by Evolutionary Neural Network in Incipient Fault\nDetection of Power Transformer,\" Proceedings of IEEE International\nJoint Conference on Neural Networks, 2004, Date: 25-29 July 2004,\nVol. 3, pp 2279- 2283.\n[25] Diego Roberto Moaris and Jacqueline Gisete Rolim, \"A Hybrid Tool for\nDetection of Incipient Faults in Transformers Based on Dissolved Gas\nAnalysis of Insulating oil,\" IEEE Transactions on Power Delivery, Vol.\n21, No. 2, April 2006, pp 673-680.\n[26] M. A. Izzularab, G.E.M Aly, D.A Mansour, \"On line diagnosis of\nIncipient Faults and Cellulose Degradation Based on Artificial\nIntelligence Methods,\" Proceedings of the 2004 IEEE International\nConference on Solid Dielectrics, 2004, Vol. 2,, 7/5-9 2004 pp: 767-770.\n[27] Adriana Rosa, Garcez Castro, Valdimiro Miranda, \"Knowledge\nDiscovery in Neural Networks with Application to Transformer Failure\nDiagnosis,\" IEEE Transactions on Power Systems, Vol. 20, No 2. May\n2005, pp 717-724.\n[28] Wei-Song Lin, Chin-Pao Hung, Mang -Hui Wang, \"CMAC_ based\nFault Diagnosis of Power Transformers,\" Proceedings of the 2002\nInternational Joint Conference onNeural Networks 2002, Volume 3,\nIssue , 2002 pp 986-991.\n[29] Yann-Chang Huang, \"A New Data Mining Approach to Dissolved Gas\nAnalysis of Oil-Insulated Power Apparatus,\" IEEE Transactions on\nPower Delivery, Vol 18, No. 4, October 2003, pp 1257-1261.\n[30] Weigen Chen, Chong Pan, Yuxin Yun, and Yilu Liu, \"Wavelet Network\nin Power Transformers Diagnosis Using Dissolved Gas Analysis,\" IEEE\nTransactions on Power Delivery, Vol. 24, No: 1, January 2009, pp187-\n194.\n[31] Karen L. Butler-Purry and Mustafa Bagriyanik, \"Identifying\nTransformer Incipient Events for Maintaining Distribution System\nReliability,\" Proceedings of the 36th Annual Hawaii International\nConference on System Sciences (HICSS-03), 1/6-9/ 2003, pp-8.\n[32] Hang Wang and Karen L. Butler, \"Modeling Transformers with Internal\nIncipient Faults,\" IEEE Transactions on Power Systems Vol 17, No:2,\nApril 2002, pp 500-509.\n[33] S. Rajasekaran, & G.A. Vijayalakshmi Pai, \"Neural Networks, Fuzzy\nlogic and Genetic Algorithms Synthesis and Applications,\" Prentice-Hall\nof India Pvt,New Delhi. Ltd First edition, pp 297-300."]} The gases generated in oil filled transformers can be used for qualitative determination of incipient faults. The Dissolved Gas Analysis has been widely used by utilities throughout the world as the primarily diagnostic tool for transformer maintenance. In this paper, various Artificial Intelligence Techniques that have been used by the researchers in the past have been reviewed, some conclusions have been drawn and a sequential hybrid system has been proposed. The synergy of ANN and FIS can be a good solution for reliable results for predicting faults because one should not rely on a single technology when dealing with real–life applications.

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    Authors: Farshad Kheiri;

    {"references": ["Retrieved on April 12, 2013 from website http://www.peakbagger.com/range.aspx?rid=432", "Alexander, Christopher, \"Notes on the Synthesis of Form, 1st ed.\", Harvard University Press, 1964, pp. 1-224.", "Borucke, Michael, David Moore, Gemma Cranston, Kyle Gracey, Katsunori Iha, Joy Larson, Elias Lazarus, Juan Carlos Morales, Mathis Wackernagel, Alessandro Galli, 2012, \"Accounting for demand and supply of the biosphere's regenerative capacity: The National Footprint Accounts' underlying methodology and framework\", Ecological Indicators 24 (2013) 518\u2013533, Elsevier Ltd.", "Adams, W.M., \"The Future of Sustainability: Re-thinking Environment and Development in the Twenty-first Century\", 2006, Report of the IUCN Renowned Thinkers Meeting, 29\u201331 January 2006.", "Abdaei, Kaveh, Ahadollag Azami, \"Sustainability Analyses of Passive Cooling Systems in Iranian Traditional Buildings approaching Wind-Catchers\", Recent Advances in Energy, Environment and Development, pp.124-129.", "Afrasiabian, Shaghayegh, Mohammadjavad Mahdavinejad, Negar Badri, \"Nature as a Source of Sustainable Design in Architecture of Original Countries (Case Study: Traditional Architecture of Iran)\", Archi-Cultural Translations through the Silk Road 2nd International Conference, Mukogawa Women's Univ., Nishinomiya, Japan, July 14-16, 2012 Proceedings, pp.257-261.", "Azami.A, Y., \"Climate passive architecture in hot and dry regions of iran, Passive and low energy cooling for the built environment\", Greece: Santorini, 2005, pp. 613-617.", "Fardpour, Tohid, \"Analysis of Iranian Traditional Architecture Through the Lens of Kenneth Frampton's \"Critical Regionalism\"\", American Journal of Engineering and Applied Sciences, 2013, 6 (2): 205-210.", "Ghobadian. Vahid, \"Climate Analysis of the Traditional Iranian Buildings\", 5th ed., Tehran: University of Tehran Press, 2008.\n[10]\tKasmai, Morteza, \"Climate & Architecture\", 4nd ed., 2006, pp. 107-130.\n[11]\tKiani, W. K., \"Cultural heritage organization of Iran\", Tehran, 1995.\n[12]\tPourvahidi, Parastoo, \"Bioclimatic Analysis of Vernacular Iranian Architecture\", Master diss., Eastern Mediterranean University, Gazimagusa, North Cyprus, 2010, 1-161.\n[13]\tPourvahidi, Parastoo, Mesut B. Ozdeniz, \"Bioclimatic analysis of Iranian climate for energy conservation in architecture\", Scientific Research and Essays, 2013, Vol. 8(1), pp. 6-16.\n[14]\tShojaei, S.A.R., Zahra khodayari, \"Sustainable Architecture In Arid Regions of Iran\", 5th Symposium on Advances in Science & Technology, May 12-17, 2011.\n[15]\tUtaberta, N., N. Sharifi, M. Surat, A. I. Che-Ani and N.M. Tawil, \"The Experience of Iranian Architecture in Direction of Urban Passages and Forming of Urban Structures to Increase Climatic Comfort\", World Academy of Science, Engineering and Technology, 2012, Vol. 67, pp. 637-641.\n[16]\tRetrieved on June 2, 2013 from website http://news.discovery.com/earth/global-warming/hottest-spot-on-earth-120416.htm\n[17]\tAttmann, Osman , \"Green architecture: overview\", Green architecture: advanced technologies and materials. definitions and operationalizations of green architecture, McGraw-Hill Professional, AccessEngineering, ICC (International Code Council), 2010, pp. 1-26.\n[18]\tRetrieved on May 28, 2013 from Website http://www.skyscrapercity.com/showthread.php?t=965506\n[19]\tPirnia, Mohammad Karim, Stylistic of Iranian Architecturem, 3rd ed., 1383, pp. 32.\n[20]\tRetrieved on April 18, 2013 from website Website: http://n-a-c.blogfa.com/cat-12.aspx\n[21]\tShokouhian.M, S., \"Enviromental effect of the courtyard in sustainable architecture of Iran\", Tehran: Islamic azad university, 2007.\n[22]\tRetrieved on April 26, 2013 from website http://www.gardenhistorysociety.org/post/agenda/the-gardens-of-persia/\n[23]\tLe Corbusier \"The Modulor: A Harmonious Measure to the Human Scale, Universally Applicable to Architecture and Mechanics\". Basel & Boston: Birkh\u00e4user, (2004) (First published in two volumes in 1954 and 1958.).\n[24]\tRetrieved on May 06, 2013 from website http://ghoolabad.com/index2.asp?id=26"]} Iran Central Plateau encompasses a large proportion of this country. The weather in these flat plains is warm and arid with very little precipitation. Different attempts in architecture have been done to alleviate the weather severity of this area and create a living place compatible with humans’ comfort criteria. Investigations have showed that some of the most successful approaches in traditional architecture of the area has been forgotten or are not being used widely. As sustainability is defined as an appropriate solution for environmental, economical, and social disorders, this research is a try to demonstrate the sustainability in aforementioned architecture and based on these studies, propounds solutions for today architecture in hot arid zones.

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    {"references": ["\"IEEE Standard Test Code for Dry -Type Distribution and Power\nTransformers\", ANSI / IEEE C57.12.91, 1992.", "M. P. Saravolac, \"Use of Optic Fibers for Temperature Monitoring in\nPower Transformers\". IEE Colloquium (Digest), no. 75, Mar 22 1994.", "D. J. Tylavsky, G.A. McCulla, \"Transformer Thermal Modeling:\nImproving Reliability Using Data Quality Control\", IEEE Transactions\non Power Delivery, Vol 21, No. 3, July 2006.", "D. Susa, \"Dynamic Thermal Modeling of Power Transformers\".\nDoctoral Dissertation, Helsinki University of Technology, 2005.", "G. Swift, T.S. Molinski, W. Lehn, \"A Fundamental Approach to\nTransformer Thermal Modeling\u00d4\u00c7\u00f6Part I: Theory and Equivalent\nCircuit\", IEEE Transactions on Power Delivery, Vol 16, No. 2, April\n2001.", "C. Oliver, \"A New Core Loss Model for Iron Powder Material\",\nSwitching Power Magazine, Spring 2002, pp. 28-30.", "W. H. Tang, Q. H. Wu, Z. J. Richardson, \"A Simplified Transformer\nThermal Model Based on Thermal-Electric Analogy\", IEEE\nTransactions on Power Delivery, Vol 19, No. 3, July 2004.", "G. Orenchak, \"Estimating Temperature Rise of Transformers\", Power\nElectronics Technology, July 2004, pp. 14-22.", "Cleveland, W.S. and S.J. Devlin, \"Locally Weighted Regression: An\nApproach to Regression Analysis by Local Fitting,\" Journal of the\nAmerican Statistical Association, Vol. 83, pp. 596-610, 1988.\n[10] Curve Fitting User-s Guide, Mathworks Inc."]} Temperature rise in a transformer depends on variety of parameters such as ambient temperature, output current and type of the core. Considering these parameters, temperature rise estimation is still complicated procedure. In this paper, we present a new model based on simple electrical equivalent circuit. This method avoids the complication associated to accurate estimation and is in very good agreement with practice.

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    In this paper, an investigation into the use of modified Genetic Algorithm optimized SSSC based controller to aid damping of low frequency inter-area oscillations in power systems is presented. Controller design is formulated as a nonlinear constrained optimization problem and modified Genetic Algorithm (MGA) is employed to search for the optimal controller parameters. For evaluation of effectiveness and robustness of proposed controllers, the performance was tested on multi-machine system subjected to different disturbances, loading conditions and system parameter variations. Simulation results are presented to show the fine performance of the proposed SSSC controller in damping the critical modes without significantly deteriorating the damping characteristics of other modes in multi-machine power system

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    Authors: H. Shayeghi; M. Mahdavi; A. Kazemi;

    {"references": ["A. R. Abdelaziz, Genetic algorithm-based power transmission expansion\nplanning, Proc. the 7th IEEE International Conference on Electronics,\nCircuits and Systems, Jounieh, Vol. 2, December 2000, pp. 642-645.", "V. A. Levi, M. S. Calovic, Linear-programming-based decomposition\nmethod for optimal planning of transmission network investments, IEE\nProc. Generation, Transmission and Distribution, Vol. 140, No. 6, 1993,\npp. 516-522.", "S. Binato, G. C. de Oliveira, J. L. Araujo, A greedy randomized adaptive\nsearch procedure for transmission expansion planning, IEEE Trans.\nPower Systems, Vol. 16, No. 2, 2001, pp. 247-253.", "J. Choi, T. Mount, R. Thomas, Transmission system expansion plans in\nview point of deterministic, probabilistic and security reliability criteria,\nProc. the 39th Hawaii International Conference on System Sciences,\nHawaii, Vol. 10, Jan. 2006, pp. 247b-247b.", "I. D. J. Silva, M. J. Rider, R. Romero, C. A. Murari, Transmission\nnetwork expansion planning considering uncertainness in demand, Proc.\n2005 IEEE Power Engineering Society General Meeting, Vol. 2, pp.\n1424-1429.", "S. Binato, M. V. F. Periera, S. Granville, A new Benders decomposition\napproach to solve power transmission network design problems, IEEE\nTrans. Power Systems, Vol. 16, No. 2, 2001, pp. 235-240.", "L. L. Garver, Transmission net estimation using linear programming,\nIEEE Trans. Power Apparatus and Systems, Vol. PAS-89, No. 7, 1970,\npp. 1688-1696.", "T. Al-Saba, I. El-Amin, The application of artificial intelligent tools to\nthe transmission expansion problem, Electric Power Systems Research,\nVol. 62, No. 2, 2002, pp. 117-126.", "R. Chaturvedi, K. Bhattacharya, J. Parikh, Transmission planning for\nIndian power grid: a mixed integer programming approach,\nInternational Trans. Operational Research, Vol. 6, No. 5, 1999, pp.\n465-482.\n[10] J. Contreras, F. F. Wu, A kernel-oriented algorithm for transmission\nexpansion planning, IEEE Trans. Power Systems, Vol. 15, No. 4, 2000,\npp. 1434-1440.\n[11] R. A. Gallego, A. Monticelli, R. Romero, Transmission system\nexpansion planning by an extended genetic algorithm, IEE Proc.\nGeneration, Transmission and Distribution, Vol. 145, No. 3, 1998, pp.\n329-335.\n[12] R. A. Gallego, R. Romero, A. J. Monticelli, Tabu search algorithm for\nnetwork synthesis, IEEE Trans. Power Systems, Vol. 15, No. 2, 2000,\npp. 490-495.\n[13] K. J. Kim, Y. M. Park, K. Y. Lee, Optimal long-term transmission\nexpansion planning based on maximum principle, IEEE Trans. Power\nSystems, Vol. 3, No. 4, 1988, pp. 1494-1501.\n[14] G. Liu, H. Sasaki, N. Yorino, Application of network topology to long\nrange composite expansion planning of generation and transmission\nlines, Electric Power Systems Research, Vol. 57, No. 3, 2001, pp. 157-\n162.\n[15] M. V. F. Periera, L. M. V. G. Pinto, Application of sensitivity analysis\nof load supplying capacity to interactive transmission expansion\nplanning, IEEE Trans. Power Apparatus and Systems, Vol. PAS-104,\n1985, pp. 381-389.\n[16] R. Romero, R. A. Gallego, A. Monticelli, Transmission system\nexpansion planning by simulated annealing, IEEE Trans. Power\nSystems, Vol. 11, No. 1, 1996, pp. 364-369.\n[17] R. Romero, A. Monticelli, A hierarchical decomposition approach for\ntransmission network expansion planning, IEEE Trans. Power Systems,\nVol. 9, No. 1, 1994, pp. 373-380.\n[18] R. Romero, A. Monticelli, A zero-one implicit enumeration method for\noptimizing investments in transmission expansion planning, IEEE Trans.\nPower Systems, Vol. 9, No. 3, 1994, pp. 1385-1391.\n[19] H. Samarakoon, R. M. Shrestha, O. Fujiwara, A mixed integer linear\nprogramming model for transmission expansion planning with\ngeneration location selection, Electrical Power and Energy Systems,\nVol. 23, No. 4, 2001, pp. 285-293.\n[20] E. L. da Silva, H. A. Gil, J. M. Areiza, Transmission network expansion\nplanning under an improved genetic algorithm, IEEE Trans. Power\nSystems, Vol. 15, No. 3, 2000, pp. 1168-1174.\n[21] R. Teive, E. L. Silva, L. G. S. Fonseca, A cooperative expert system for\ntransmission expansion planning of electrical power systems, IEEE\nTrans. Power Systems, Vol. 13, No. 2, 1998, pp. 636-642.\n[22] J. Yen, Y. Yan, J. Contreras, P. C. Ma, F. F. Wu, Multi-agent approach\nto the planning of power transmission expansion, Decision Support\nSystems, Vol. 28, No. 3, 2000, pp. 279-290.\n[23] N. Alguacil, A. L. Motto, A. J. Conejo, Transmission expansion\nplanning: a mixed-integer LP approach, IEEE Trans. Power Systems,\nVol. 18, No. 3, 2003, pp. 1070-1077.\n[24] A. M. L. da Silva, S. M. P. Ribeiro, V. L. Arienti, R. N. Allan, M. B. D.\nC. Filho, Probabilistic load flow techniques applied to power system\nexpansion planning, IEEE Trans. Power Systems, Vol. 5, No. 4, 1990,\npp. 1047-1053.\n[25] R. A. Gallego, A. B. Alves, A. Monticelli, R. Romero, Parallel simulated\nannealing applied to long term transmission network expansion\nplanning, IEEE Trans. Power Systems, Vol. 12, No. 1, 1997, pp. 181-\n188.\n[26] R. S. Chanda, P. K. Bhattacharjee, A reliability approach to transmission\nexpansion planning using fuzzy fault-tree model, Electric Power\nSystems Research, Vol. 45, No. 2 1998, pp. 101-108.\n[27] R. S. Chanda, P. K. Bhattacharjee, A reliability approach to transmission\nexpansion planning using minimal cut theory, Electric Power Systems\nResearch, Vol. 33, No. 2, 1995, pp. 111-117.\n[28] N. H. Sohtaoglu, The effect of economic parameters on power\ntransmission planning, IEEE Trans. Power Systems, Vol. 13, 1998, pp.\n941-945.\n[29] B. Graeber, Generation and transmission expansion planning in southern\nAfrica, IEEE Trans. Power Systems, Vol. 14, 1999, pp. 983-988.\n[30] M. S. Kandil, S. M. El-Debeiky, N. E. Hasanien, Rule-based system for\ndetermining unit locations of a developed generation expansion plan for\ntransmission planning, IEE Proc. Generation, Transmission and\nDistribution, Vol. 147, No. 1, 2000, pp. 62-68.\n[31] S. T. Y. Lee, K. L. Hocks, H. Hnyilicza, Transmission expansion of\nbranch and bound integer programming with optimal cost capacity\ncurves, IEEE Trans. Power Apparatus and Systems, Vol. PAS-93, No. 7,\n1970, pp. 1390-1400.\n[32] A. S. D. Braga, J. T. Saraiva, A multiyear dynamic approach for\ntransmission expansion planning and long-term marginal costs\ncomputation, IEEE Trans. Power Systems, Vol. 20, No. 3, 2005, pp.\n1631-1639.\n[33] Y. X. Jin, H. Z. Cheng, J. Y. M. Yan, L. Zhang, New discrete method\nfor particle swarm optimization and its application in transmission\nnetwork expansion planning. Electric Power Systems Research, Vol. 77,\nNo. 3-4, 2007, pp. 227-233.\n[34] S. Jalilzadeh, A. Kazemi, H. Shayeghi, M. Mahdavi, Technical and\neconomic evaluation of voltage level in transmission network expansion\nplanning using GA, Energy Conversion and Management, Vol. 49, No.\n5, May 2008, pp. 1119-1125.\n[35] H. Shayeghi, S. Jalilzadeh, M. Mahdavi, H. Haddadian, Studying\ninfluence of two effective parameters on network losses in transmission\nexpansion planning using DCGA, Energy Conversion and Management,\nVol. 49, No. 11, 2008, pp. 3017-3024.\n[36] H. Shayeghi, A. Jalili, H. A. Shayanfar, Multi-stage fuzzy load\nfrequency control using PSO, Energy Conversion and Management,\nVol. 49, No. 10, 2008, pp. 2570-2580.\n[37] J. Kennedy, R. Eberhart, Y. Shi, Swarm intelligence, Morgan Kaufmann\nPublishers, San Francisco; 2001.\n[38] M. Clerc, J. Kennedy, The particle swarm-explosion, stability, and\nconvergence in a multidimensional complex space, IEEE Trans.\nEvolutionary Computation, Vol. 6, No. 1, 2002, pp. 301758-73."]} Transmission network expansion planning (TNEP) is a basic part of power system planning that determines where, when and how many new transmission lines should be added to the network. Up till now, various methods have been presented to solve the static transmission network expansion planning (STNEP) problem. But in all of these methods, transmission expansion planning considering network adequacy restriction has not been investigated. Thus, in this paper, STNEP problem is being studied considering network adequacy restriction using discrete particle swarm optimization (DPSO) algorithm. The goal of this paper is obtaining a configuration for network expansion with lowest expansion cost and a specific adequacy. The proposed idea has been tested on the Garvers network and compared with the decimal codification genetic algorithm (DCGA). The results show that the network will possess maximum efficiency economically. Also, it is shown that precision and convergence speed of the proposed DPSO based method for the solution of the STNEP problem is more than DCGA approach.

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    Authors: Coetzee, Corné J.; Horn, Etienne;

    {"references": ["L. K. Nordell, \"Particle Flow Modelling: Transfer chutes and other\napplications,\" in International Materials Handling Conference\n(BELTCON 9), Johannesburg, South Africa, 1997.", "D. B. Hastie, A. P. Grima, P. W. Wypych, \"Validation of particle flow\nthrough a conveyor transfer hood via particle velocity analysis,\" in 2nd\nInternational Conference and Exhibition on Storage, Handling and\nTransporting Bulk (Bulk Europe 2008), Prague, Czech Republic, 2008.", "T. Gr\u00f6ger, A. Katterfeld, \"On the numerical calibration of discrete\nelement models for the simulation of bulk solids,\" in Conveying and\nHandling of Particulate Solids (CHoPS-05), Sorrento, Italy, 2006", "B. Tijskens, Van Besin, Vandewalle, Ramon, \"Large scale DEM,\" in\nConveying and Handling of Particulate Solids (CHoPS-05), Sorrento,\nItaly, 2006.", "A. Grima, P. Wypych, \"Investigation into calibration of discrete element\nmodel parameters for scale-up and validation of particle-structure\ninteractions under impact conditions,\" Powder Technology, vol. 212, pp.\n198-209, 2011.", "R. Annabattula, Y. Gan, M. Kamlah, \"Mechanics of binary and\npolydisperse spherical pebble assembly,\" Fusion Engineering and\nDesign, vol. 87, pp. 853-858, 2012.", "I. Cavarretta, C. O'Sullivan, E. Ibraim, M. Lings, S. Hamlin, D. M.\nWood, \"Characterization of artificial spherical particles for DEM\nvalidation studies,\" Particuology, vol. 10, pp. 209-220, 2012.", "L. Vu-Quoc, X. Zhang, O. R. Walton, \"A 3-D discrete-element method\nfor dry granular flows of ellipsoidal particles,\" Computational Methods\nin Applied Mechanics and Engineering, vol. 187, pp. 483 528, 2000.", "C. Gonzalez-Montellano, J. Fuentes, E. Ayuga-Tellez, F. Ayuga,\n\"Determination of the mechanical properties of maize grains and olives\nrequired for use in DEM simulations,\" Journal of Food Engineering, vol.\n111, pp. 553-562, 2012.\n[10] C. Gonzalez-Montellano, E. Gallego, A. Rami\u00acrez-Gomez, F. Ayuga,\n\"Three dimensional discrete element models for simulating the filling\nand emptying of silos: Analysis of numerical results,\" Computers &\nChemical Engineering, vol. 40, pp. 22-32, 2012.\n[11] C. J. Coetzee, D. N. J. Els, \"Calibration of discrete element parameters\nand the modelling of silo discharge and bucket filling,\" Computers and\nElectronics in Agriculture, vol. 65, pp. 198-212, 2009.\n[12] C. J. Coetzee, D. N. J. Els, \"Calibration of granular material parameters\nfor DEM modelling and numerical verification by blade\u2013granular\nmaterial interaction,\" Journal of Terramechanics, vol. 46, pp. 15\u201326,\n2009.\n[13] C. J. Coetzee, D. N. J. Els, \"The numerical modelling of excavator\nbucket filling using DEM,\" Journal of Terramechanics, vol. 46, pp. 217\u2013\n227, 2009.\n[14] C. J. Coetzee, D. N. J. Els, G. F. Dymond, \"Discrete element parameter\ncalibration and the modelling of dragline bucket filling,\" Journal of\nTerramechanics, vol. 47, no. 1, pp. 33\u201344, 2010.\n[15] J. Mak, Y. Chen, M. Sadek, \"Determining parameters of a discrete\nelement model for soil-tool interaction,\" Soil and Tillage Research, vol.\n118, pp. 117-122, 2012.\n[16] H. Tanaka, M. Momozu, A. Oida, M. Yamazaki, \"Simulation of soil\ndeformation and resistance at bar penetration by the distinct element\nmethod,\" Journal of Terramechanics, vol. 37, pp. 41-56, 2000.\n[17] Y. Franco, D. Rubinstein, I. Shmulevich, \"Determination of discrete\nelement model parameters for soil-bulldozer blade interaction,\" in Proc.\nof the 15th international conference of the ISTVS, Hayama, Japan, 2005.\n[18] Z. Asaf, D. Rubinstein, I. Shmulevich, \"Determination of discrete\nelement model parameters using in-situ tests and inverse solution\ntechniques,\" in Proc. of the 15th international conference of the ISTVS,\nHayama, Japan, September 2005.\n[19] Z. Asaf, D. Rubinstein, I. Shmulevich, \"Determination of discrete\nelement model parameters required for soil tillage,\" Soil Till. Res., vol.\n92, no. 2, pp. 227\u2013242, 2007.\n[20] Itasca, PFC3D, Particle Flow Code in 3 Dimensions, User's Guide, 4th\nedition, (www.itascacg.com), 2008.\n[21] P. A. Cundall, O. D. L. Strack, \"A discrete numerical method for\ngranular assemblies,\" Geotechnique, vol. 29, pp. 47\u201365, 1979.\n[22] O.R. Walton, R.L. Braun, \"Viscosity, granular-temperature, and stress\ncalculations for shearing assemblies of inelastic, frictional disks,\" J.\nRheol., vol. 30, pp. 949\u2013980, 1986.\n[23] H. A. Navarro, M. P. de Souza Braun, \"Determination of the normal\nspring stiffness coefficient in the linear spring\u2013dashpot contact model of\ndiscrete element method,\" Powder Technology, vol. 246, pp. 707\u2013722,\n2013.\n[24] C. J. Coetzee, S. G. Lombard, \"The destemming of grapes: Experiments\nand discrete element modelling,\" Biosystems Engineering, vol. 114, pp.\n232-248, 2013.\n[25] P. W. Cleary, M. L. Sawley, \"Three-dimensional modelling of industrial\ngranular flows,\" Second International Conference on CFD in the\nMinerals and Process Industries, 1999.\n[26] C. Hogue, \"Shape representation and contact detection for discrete\nelement simulations of arbitrary geometries,\" Engineering\nComputations, vol. 15, no. 3, pp. 374-390, 1998.\n[27] D. Zhang, W. J. Whiten, \"The calculation of contact forces between\nparticles using spring and damping models,\" Powder Technology, vol.\n88, pp. 59-64, 1996.\n[28] J. W. Carson, H. Wilms, \"Development of an international standard for\nshear testing,\" Powder Technology, vol. 167, no. 1, pp. 1-9, 2006.\n[29] J. H\u00e4rtl, J. Y. Ooi, \"Experiments and simulations of direct shear tests:\nporosity, contact friction and bulk friction,\" Granular Material, vol. 10,\nno. 4, pp. 263-271, 2008.\n[30] K. H. Head, Manual of Soil Laboratory Testing, Volume 2:\nPermeability, Shear Strength and Compressibility Tests, Pentech Press,\nLondon, England, 1981.\n[31] J. van der Linde, Discrete element modeling of a vibratory subsoiler,\nM.Sc. Thesis, Department of Mechanical and Mechatronic Engineering,\nUniversity of Stellenbosch, Matieland, South Africa, 2007.\n[32] G. K. P. Barrios, R M. de Carvalho, A. Kwade, L. M. Tavares, \"Contact\nparameter estimation for DEM simulation of iron ore pellet handling,\"\nPowder Technology, vol. 248, pp. 84-93, 2013.\n[33] J. Wi\u0105cek, M. Molenda, J. Horabik, J. Y. Ooi, \"Influence of grain shape\nand intergranular friction on material behavior in uniaxial compression:\nExperimental and DEM modeling,\" Powder Technology, vol. 217, pp.\n435\u2013442, 2012.\n[34] A. Grima, P. Wypych, \"Development and validation of calibration\nmethods for discrete element modelling,\" Granular Matter vol. 13, pp.\n127-132, 2011b. [35] M. Obermayr, C. Vrettos, P. Eberhard, T. Dauwel, \"A discrete element\nmodel and its experimental validation for the prediction of draft forces in\ncohesive soil,\" Journal of Terramechanics, vol. 53, pp.93\u2013104, 2014.\n[36] M. Ucgul, J. M. Fielke, C. Saunders, \"Three-dimensional discrete\nelement modelling of tillage: Determination of a suitable contact model\nand parameters for a cohesionless soil,\" Biosystems Engineering, vol.\n121, pp. 105-117, 2014.\n[37] K. H. Head, Soil Technicians' Handbook, London, Pentech Press, 1989.\n[38] C. J. Coetzee, R. G. Nel, \"Calibration of discrete element properties and\nthe modelling of packed rock beds,\" Powder Technology, vol. 264, pp.\n332\u2013342, 2014.\n[39] A. F. Cabalar, \"Applications of the oedometer, triaxial and resonant\ncolumn tests to the study of micaceous sands,\" Engineering Geology,\nvol. 112, pp. 21\u201328, 2010.\n[40] Y-C. Chung, J. Y. Ooi, \"A study of influence of gravity on bulk\nbehaviour of particulate solid,\" Particuology, vol. 6, pp. 467\u2013474, 2008.\n[41] Y. Xu, K. D. Kafui, C. Thornton, G. Lian, \"Effects of Material\nProperties on Granular Flow in a Silo Using DEM Simulation,\"\nParticulate Science and Technology, vol. 20 pp. 109-124, 2002.\n[42] S. Lommen, D. Schott, G. Lodewijks, \"DEM speedup: Stiffness effects\non behavior of bulk material,\" Particuology, vol. 12, pp. 107-112, 2014.\n[43] J. H\u00e4rtl, J. Y. Ooi, \"Experiments and simulations of direct shear tests:\nporosity, contact friction and bulk friction,\" Granular Matter, vol. 10, pp.\n263\u2013271, 2008."]} One of the main challenges in using the Discrete Element Method (DEM) is to specify the correct input parameter values. In general, the models are sensitive to the input parameter values and accurate results can only be achieved if the correct values are specified. For the linear contact model, micro-parameters such as the particle density, stiffness, coefficient of friction, as well as the particle size and shape distributions are required. There is a need for a procedure to accurately calibrate these parameters before any attempt can be made to accurately model a complete bulk materials handling system. Since DEM is often used to model applications in the mining and quarrying industries, a calibration procedure was developed for materials that consist of relatively large (up to 40 mm in size) particles. A coarse crushed aggregate was used as the test material. Using a specially designed large shear box with a diameter of 590 mm, the confined Young's modulus (bulk stiffness) and internal friction angle of the material were measured by means of the confined compression test and the direct shear test respectively. DEM models of the experimental setup were developed and the input parameter values were varied iteratively until a close correlation between the experimental and numerical results was achieved. The calibration process was validated by modelling the pull-out of an anchor from a bed of material. The model results compared well with experimental measurement.

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    Authors: Asheghabadi, Mohsen Saleh; Alireza Jafari Jebeli;

    Increasing population growth requires more sustainable development of energy. This non-contaminated energy has an inexhaustible energy source. One of the vital parameters in such structures is the choice of foundation type. Suction caissons are now used extensively worldwide for offshore wind turbine. Considering the presence of a number of offshore wind farms in earthquake areas, the study of the seismic behavior of suction caisson is necessary for better design. In this paper, the results obtained from three suction caisson models with different diameter (D) and skirt length (L) in saturated sand were compared with centrifuge test results. All models are analyzed using 3D finite element (FE) method taking account of elasto-plastic Mohr–Coulomb constitutive model for soil which is available in the ABAQUS library. The earthquake load applied to the base of models with a maximum acceleration of 0.65g. The results showed that numerical method is in relative good agreement with centrifuge results. The settlement and rotation of foundation decrease by increasing the skirt length and foundation diameter. The sand soil outside the caisson is prone to liquefaction due to its low confinement.

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    Authors: Ranjit Vasant Rajale ,; M. P. Nagarkar;

    the aim of optimization comes in to play in each and every field of engineering application. Thus such approach to make out to select correct method to adopt optimization would be great. The simulated annealing approach for simulation is taken to be basic to take out the and optimization can be done to genetic algorithm approach with convenient way https://journalnx.com/journal-article/20150605

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    Electric Vehicles have several potential advantages over traditional internal combustion engine vehicles. They promise zero emission and efficiency. State of charge of a battery is considered as one of the important parameters of Lead acid battery. Study has been done and identified that temperature is a main factor that affects the state of charge of the battery and some measures are to be taken to improve its performance. Unscented kalman filter plays a vital role in estimating the real state of charge of a lead acid battery. Testing of lead acid battery has been done in real-time. Unscented kalman filter code is implemented in MATLAB environment and the state of charge has been estimated for the degrading battery.

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    Authors: Wenyuan Ye; Jiuyang Lin; Luis, Patricia; Bruggen, Bart Van Der;

    {"references": ["", "M. Meinshausen, N. Meinshausen, W. Hare, S. C. B. Raper, K. Frieler, R.\nKnutti, D. J. Frame, M. R. Allen, \"Greenhouse-gas Emission Targets for\nLimiting Global Warming to 2\u00b0C\" Nature J., vol. 458, pp. 1158-1162,\n2009.", "P. Luis, T. Van Gerven, and B. Van der Bruggen, \"Recent Developments\nin Membrane-based Technologies for CO2 Capture\" Prog. Energy\nCombust. Sci. J., vol. 38, pp. 419-448, 2012.", "W. Ye, J. Lin, J. Shen, P. Luis, B. Van der Bruggen, \"Membrane\nCrystallization of Sodium Carbonate for Carbon Dioxide Recovery:\nEffect of Impurities on the Crystal Morphology\" Cryst. Growth Des.J.,\nvol. 13, pp. 2362\u20132372, 2013.", "P. Luis, D Van Aubel, B Van der Bruggen, \"Technical viability and\nexergy analysis of membrane crystallization: Closing the loop of CO2\nsequestration\" Int. J. Greenh. Gas Con. J., vol. 12, pp. 450-459, 2013.", "T. Ring, \"Kinetic effects on particle morphology and size distribution\nduring batch precipitation\" Powder Technol. J., vol. 65, pp. 195-206,\n1991.", "M. A. Bialik, H. Theliander, P. Sedin, C. L. Verrill, N. DeMartini,\n\" Solubility and solid-phase composition in Na2CO3-Na2SO4 solutions at\nboiling temperature: A modeling approach\" Ind. Eng. Chem. Res. J., vol.\n47, pp. 3233-3238, 2008.", "D. Weckesser, A. K\u00f6nig, \"Particle shape and purity in membrane based\ncrystallization\" Chem. Eng. Technol. J. vol. 31, pp. 157-162, 2008.", "B. Shi, W. J. Frederick Jr., R. W. Rousseau, \"Nucleation, growth, and\ncomposition of crystals obtained from solutions of Na2CO3 and Na2SO4\"\nInd. Eng. Chem. Res. J., vol. 42, pp. 6343-6347, 2003.", "A. P. Soemardji, C. L. Verrill, W. J. Jr. Frederick, H. Theliander,\n\"Prediction of Crystal Species Transition in Aqueous Solutions of\nNa2CO3 and Na2SO4 and Kraft Black Liquor\" Tappi J. vol. 3, pp. 27-32 ,\n2004."]} This study addresses the effect of impurities on the crystallization of Na2CO3 produced within a strategy for capturing CO2 from flue gases by alkaline absorption. A novel technology - membrane assisted crystallization - is proposed for Na2CO3 crystallization from mother liquors containing impurities. High purity of Na2CO3•10H2O crystals was obtained without impacting the performance of the mass transfer of water vapor through membranes during crystallization.

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    Authors: Bhalla, Deepika; Bansal, Raj Kumar; Gupta, Hari Om;

    {"references": ["IEEE Guide for the Interpretation of Gases Generated in Oil-Immersed\nTransformers, ANSI/IEEE Standard C57.104-1991.", "\"Mineral Oil Impregnated Electrical Equipment in service. Guide to the\ninterpretation of Dissolved Free Gas Analysis\". CEI, IEC 60599, second\nedition 1999-03.", "M. Duval, \"A review of fault detectable by gas-in-oil analysis in\ntransformers,\" IEEE electrical Insulation Magazine, Vol. 10, No. 3, pp\n8-17, 2002.", "K. F. Thang, R. K. Aggarwal, A. J. MacGrail and D. G. Esp,\n\"Application of Self-Organizing Map Algorithms for Analysis and\nInterpretation of Dissolved Gases in Power Transformers,\" Power\nEngineering Society Summer Meeting, 2001. IEEE, Vancouver, BC,\nCanada,07 /15/2001 Vol. 3,pp 1881-1886.", "K. F. Thang, R. K. Aggarwal, D. G. Esp, and A. J. MacGrail, \"Statistical\nand Neural Analysis of Dissolved Gases in Power Transformers,\"\nEighth International Conference on Dielectric Materials, Measurements\nand Applications, 2000. (IEE Conf. Publ. No. 473) 09/17-21/2000,\nEdinburgh, UK, pp 324-329.", "N. Yadaiah and Nagireddy Ravi, \"Fault Detection Techniques for\nPower Transformers,\" Industrial & Commercial Power Systems\nTechnical Conference, 2007. ICPS 2007. IEEE/IAS Vol.6 , Issue ,11\nMay 2007, pp:1 - 9.", "Diego Roberto Moaris and Jacqueline Gisete Rolim, \"An artificial\nNeural Network Approach to Transformer Fault Diagnosis,\" IEEE\nTransactions on Power Delivery , Vol. 11, No. 4, April 1996, pp 1836-\n1841.", "IS 10593:2006 Indian Standard \"Mineral Oil-impregnated Electrical\nEquipment in service-Guide to interpretation of dissolved and free gas\nanalysis.\" ( Second Revision).", "C. F Lin, J. M. Ling and C. L. Huang \"An Expert System for\nTransformers Fault Diagnosis Using Dissolved Gas Analysis\", IEEE\nTransactions on Power Delivery, Vol. 8, No. 1, January 1993, pp 231-\n238.\n[10] K. Tomsovic, M. Tapper and T. Ingvarsson, \"A Fuzzy Information\nApproach to Integrate Different Transformer Diagnostic Methods,\"\nIEEE Transactions on Power Systems, Vol. 08, No. 3, July 1993, pp\n1638-1646.\n[11] Yann-Chang Huang, Hong-Tzer Yang and Ching Lien Huang,\n\"Developing a new transformer Fault diagnostic System through\nEvolutionary Fuzzy Logic,\" IEEE Transactions on Power Delivery, Vol.\n12, No. 2, April 1997, pp 761-767.\n[12] Q. Su, C. Mi, L. L. Lai and P Austin, \"A Fuzzy Dissolved Gas Analysis\nMethod for Diagnosis of Multiple Incipient Faults in a Transformer,\"\nIEEE Transactions on Power Systems, Vol. 15, No. 2, May 2000, pp\n593-598.\n[13] N.A Muhamad, B. T Phung and T R Blackburn, \"Comparative study\nand analysis of DGA methods for Mineral Oil Using Fuzzy Logic,\"\nProceedings of 8th International Power Engineering Conference\n(IPEC2007), pp 1301-1306.\n[14] Hong-Tzer Yang, Chiung Chou Liou and Jeng Hong Chow, \"Fuzzy\nLearning Vector Quantization Networks for Power Transformer\nCondition Assessment, \" IEEE Transactions on Dielectrics and Electrical\nInsulation, Vol. 08, No. 1, February 2001, pp 143-149.\n[15] O. Vanegas, Y. Mizuno, K. Naito , and T Kamiya, \" Diagnosis of Oil\nInsulated Power Apparatus using Neural Network Simulation,\" IEEE\nTransactions on Dielectrics and Electrical Insulations, Vol 4, No3, June\n1997, pp 290-299.\n[16] Hong- Tzer Yang and Yann-Chang Huang, \"Intelligent Decision\nSupport for Diagnosis of Incipient Transformer Faults Using Self-\nOrganizing Polynomial Networks,\" IEEE Transactions on Power\nSystems Vol 13, No: 3, August 1998, pp 946-952.\n[17] J. L. Guardado, J. L. Naredo, P. Moreno and C. R. Fuerte, \"A\ncomparative study of Neural Network Efficiency in Power Transformer\nDiagnosis Using Dissolved Gas Analysis,\" IEEE Transactions on Power\nDelivery, Vol. 16, No. 4, October 2001, pp 643-647.\n[18] A. S. Farag, M. Mohandes and Ali Al Shaikh, \"Diagnosing Failed\nDistribution Transformers using Neural Networks,\" IEEE Transactions\non Power Delivery, Vol. 16, No. 4, October 2001, pp 631-636.\n[19] Y. C. Huang, H.T. Yang, and K. Y. Huang, \"Abductive Network Modelbased\nDiagnostic System of Power Transformer Incipient Fault\nDetection,\" IEE Proceedings on Generation Transmission Distribution,\nVol. 149, No 3, May 2002.\n[20] M. H. Wang, \"Extension Neural Network for Power Transformer\nIncipient Fault Diagnosis,\" IEE Proceeding Generation Transmission\nDistribution, Vol 150, No. 6, Nov 2003, pp 679-656.\n[21] Zhan Wang, JiWei guo, Jing Dong Xie, and Guoqing Tang, \"An\nIntroduction of a Condition Monitoring System of Electrical\nEquipment.\" Proceedings of 2001 International Symposium on\nElectrical Insulating Materials, 2001. (ISEIM 2001). Himeji, Japan\n11/19/2001-11/22/2001 pp 221-224.\n[22] D.V.S.S Siva Sarma and G.N.S Kalyani, \"ANN approach for Condition\nMonitoring of Power Transformers Using DGA,\" (0-1803-\n8560/04\u252c\u00ae2004 IEEE) pp 444-447.\n[23] James J. Dukaram, \"Transformer oil diagnosis using Fuzzy Logic and\nNeural Networks,\" Canadian Conference on Electrical & Computer\nEngineering, Vol. 1, pp 329-332.\n[24] Jingen Wang, Lin Shang, Shifu, Chen and Yanfei Wang, \"Application of\nFuzzy Classification by Evolutionary Neural Network in Incipient Fault\nDetection of Power Transformer,\" Proceedings of IEEE International\nJoint Conference on Neural Networks, 2004, Date: 25-29 July 2004,\nVol. 3, pp 2279- 2283.\n[25] Diego Roberto Moaris and Jacqueline Gisete Rolim, \"A Hybrid Tool for\nDetection of Incipient Faults in Transformers Based on Dissolved Gas\nAnalysis of Insulating oil,\" IEEE Transactions on Power Delivery, Vol.\n21, No. 2, April 2006, pp 673-680.\n[26] M. A. Izzularab, G.E.M Aly, D.A Mansour, \"On line diagnosis of\nIncipient Faults and Cellulose Degradation Based on Artificial\nIntelligence Methods,\" Proceedings of the 2004 IEEE International\nConference on Solid Dielectrics, 2004, Vol. 2,, 7/5-9 2004 pp: 767-770.\n[27] Adriana Rosa, Garcez Castro, Valdimiro Miranda, \"Knowledge\nDiscovery in Neural Networks with Application to Transformer Failure\nDiagnosis,\" IEEE Transactions on Power Systems, Vol. 20, No 2. May\n2005, pp 717-724.\n[28] Wei-Song Lin, Chin-Pao Hung, Mang -Hui Wang, \"CMAC_ based\nFault Diagnosis of Power Transformers,\" Proceedings of the 2002\nInternational Joint Conference onNeural Networks 2002, Volume 3,\nIssue , 2002 pp 986-991.\n[29] Yann-Chang Huang, \"A New Data Mining Approach to Dissolved Gas\nAnalysis of Oil-Insulated Power Apparatus,\" IEEE Transactions on\nPower Delivery, Vol 18, No. 4, October 2003, pp 1257-1261.\n[30] Weigen Chen, Chong Pan, Yuxin Yun, and Yilu Liu, \"Wavelet Network\nin Power Transformers Diagnosis Using Dissolved Gas Analysis,\" IEEE\nTransactions on Power Delivery, Vol. 24, No: 1, January 2009, pp187-\n194.\n[31] Karen L. Butler-Purry and Mustafa Bagriyanik, \"Identifying\nTransformer Incipient Events for Maintaining Distribution System\nReliability,\" Proceedings of the 36th Annual Hawaii International\nConference on System Sciences (HICSS-03), 1/6-9/ 2003, pp-8.\n[32] Hang Wang and Karen L. Butler, \"Modeling Transformers with Internal\nIncipient Faults,\" IEEE Transactions on Power Systems Vol 17, No:2,\nApril 2002, pp 500-509.\n[33] S. Rajasekaran, & G.A. Vijayalakshmi Pai, \"Neural Networks, Fuzzy\nlogic and Genetic Algorithms Synthesis and Applications,\" Prentice-Hall\nof India Pvt,New Delhi. Ltd First edition, pp 297-300."]} The gases generated in oil filled transformers can be used for qualitative determination of incipient faults. The Dissolved Gas Analysis has been widely used by utilities throughout the world as the primarily diagnostic tool for transformer maintenance. In this paper, various Artificial Intelligence Techniques that have been used by the researchers in the past have been reviewed, some conclusions have been drawn and a sequential hybrid system has been proposed. The synergy of ANN and FIS can be a good solution for reliable results for predicting faults because one should not rely on a single technology when dealing with real–life applications.

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    Authors: Farshad Kheiri;

    {"references": ["Retrieved on April 12, 2013 from website http://www.peakbagger.com/range.aspx?rid=432", "Alexander, Christopher, \"Notes on the Synthesis of Form, 1st ed.\", Harvard University Press, 1964, pp. 1-224.", "Borucke, Michael, David Moore, Gemma Cranston, Kyle Gracey, Katsunori Iha, Joy Larson, Elias Lazarus, Juan Carlos Morales, Mathis Wackernagel, Alessandro Galli, 2012, \"Accounting for demand and supply of the biosphere's regenerative capacity: The National Footprint Accounts' underlying methodology and framework\", Ecological Indicators 24 (2013) 518\u2013533, Elsevier Ltd.", "Adams, W.M., \"The Future of Sustainability: Re-thinking Environment and Development in the Twenty-first Century\", 2006, Report of the IUCN Renowned Thinkers Meeting, 29\u201331 January 2006.", "Abdaei, Kaveh, Ahadollag Azami, \"Sustainability Analyses of Passive Cooling Systems in Iranian Traditional Buildings approaching Wind-Catchers\", Recent Advances in Energy, Environment and Development, pp.124-129.", "Afrasiabian, Shaghayegh, Mohammadjavad Mahdavinejad, Negar Badri, \"Nature as a Source of Sustainable Design in Architecture of Original Countries (Case Study: Traditional Architecture of Iran)\", Archi-Cultural Translations through the Silk Road 2nd International Conference, Mukogawa Women's Univ., Nishinomiya, Japan, July 14-16, 2012 Proceedings, pp.257-261.", "Azami.A, Y., \"Climate passive architecture in hot and dry regions of iran, Passive and low energy cooling for the built environment\", Greece: Santorini, 2005, pp. 613-617.", "Fardpour, Tohid, \"Analysis of Iranian Traditional Architecture Through the Lens of Kenneth Frampton's \"Critical Regionalism\"\", American Journal of Engineering and Applied Sciences, 2013, 6 (2): 205-210.", "Ghobadian. Vahid, \"Climate Analysis of the Traditional Iranian Buildings\", 5th ed., Tehran: University of Tehran Press, 2008.\n[10]\tKasmai, Morteza, \"Climate & Architecture\", 4nd ed., 2006, pp. 107-130.\n[11]\tKiani, W. K., \"Cultural heritage organization of Iran\", Tehran, 1995.\n[12]\tPourvahidi, Parastoo, \"Bioclimatic Analysis of Vernacular Iranian Architecture\", Master diss., Eastern Mediterranean University, Gazimagusa, North Cyprus, 2010, 1-161.\n[13]\tPourvahidi, Parastoo, Mesut B. Ozdeniz, \"Bioclimatic analysis of Iranian climate for energy conservation in architecture\", Scientific Research and Essays, 2013, Vol. 8(1), pp. 6-16.\n[14]\tShojaei, S.A.R., Zahra khodayari, \"Sustainable Architecture In Arid Regions of Iran\", 5th Symposium on Advances in Science & Technology, May 12-17, 2011.\n[15]\tUtaberta, N., N. Sharifi, M. Surat, A. I. Che-Ani and N.M. Tawil, \"The Experience of Iranian Architecture in Direction of Urban Passages and Forming of Urban Structures to Increase Climatic Comfort\", World Academy of Science, Engineering and Technology, 2012, Vol. 67, pp. 637-641.\n[16]\tRetrieved on June 2, 2013 from website http://news.discovery.com/earth/global-warming/hottest-spot-on-earth-120416.htm\n[17]\tAttmann, Osman , \"Green architecture: overview\", Green architecture: advanced technologies and materials. definitions and operationalizations of green architecture, McGraw-Hill Professional, AccessEngineering, ICC (International Code Council), 2010, pp. 1-26.\n[18]\tRetrieved on May 28, 2013 from Website http://www.skyscrapercity.com/showthread.php?t=965506\n[19]\tPirnia, Mohammad Karim, Stylistic of Iranian Architecturem, 3rd ed., 1383, pp. 32.\n[20]\tRetrieved on April 18, 2013 from website Website: http://n-a-c.blogfa.com/cat-12.aspx\n[21]\tShokouhian.M, S., \"Enviromental effect of the courtyard in sustainable architecture of Iran\", Tehran: Islamic azad university, 2007.\n[22]\tRetrieved on April 26, 2013 from website http://www.gardenhistorysociety.org/post/agenda/the-gardens-of-persia/\n[23]\tLe Corbusier \"The Modulor: A Harmonious Measure to the Human Scale, Universally Applicable to Architecture and Mechanics\". Basel & Boston: Birkh\u00e4user, (2004) (First published in two volumes in 1954 and 1958.).\n[24]\tRetrieved on May 06, 2013 from website http://ghoolabad.com/index2.asp?id=26"]} Iran Central Plateau encompasses a large proportion of this country. The weather in these flat plains is warm and arid with very little precipitation. Different attempts in architecture have been done to alleviate the weather severity of this area and create a living place compatible with humans’ comfort criteria. Investigations have showed that some of the most successful approaches in traditional architecture of the area has been forgotten or are not being used widely. As sustainability is defined as an appropriate solution for environmental, economical, and social disorders, this research is a try to demonstrate the sustainability in aforementioned architecture and based on these studies, propounds solutions for today architecture in hot arid zones.

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    {"references": ["\"IEEE Standard Test Code for Dry -Type Distribution and Power\nTransformers\", ANSI / IEEE C57.12.91, 1992.", "M. P. Saravolac, \"Use of Optic Fibers for Temperature Monitoring in\nPower Transformers\". IEE Colloquium (Digest), no. 75, Mar 22 1994.", "D. J. Tylavsky, G.A. McCulla, \"Transformer Thermal Modeling:\nImproving Reliability Using Data Quality Control\", IEEE Transactions\non Power Delivery, Vol 21, No. 3, July 2006.", "D. Susa, \"Dynamic Thermal Modeling of Power Transformers\".\nDoctoral Dissertation, Helsinki University of Technology, 2005.", "G. Swift, T.S. Molinski, W. Lehn, \"A Fundamental Approach to\nTransformer Thermal Modeling\u00d4\u00c7\u00f6Part I: Theory and Equivalent\nCircuit\", IEEE Transactions on Power Delivery, Vol 16, No. 2, April\n2001.", "C. Oliver, \"A New Core Loss Model for Iron Powder Material\",\nSwitching Power Magazine, Spring 2002, pp. 28-30.", "W. H. Tang, Q. H. Wu, Z. J. Richardson, \"A Simplified Transformer\nThermal Model Based on Thermal-Electric Analogy\", IEEE\nTransactions on Power Delivery, Vol 19, No. 3, July 2004.", "G. Orenchak, \"Estimating Temperature Rise of Transformers\", Power\nElectronics Technology, July 2004, pp. 14-22.", "Cleveland, W.S. and S.J. Devlin, \"Locally Weighted Regression: An\nApproach to Regression Analysis by Local Fitting,\" Journal of the\nAmerican Statistical Association, Vol. 83, pp. 596-610, 1988.\n[10] Curve Fitting User-s Guide, Mathworks Inc."]} Temperature rise in a transformer depends on variety of parameters such as ambient temperature, output current and type of the core. Considering these parameters, temperature rise estimation is still complicated procedure. In this paper, we present a new model based on simple electrical equivalent circuit. This method avoids the complication associated to accurate estimation and is in very good agreement with practice.

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    In this paper, an investigation into the use of modified Genetic Algorithm optimized SSSC based controller to aid damping of low frequency inter-area oscillations in power systems is presented. Controller design is formulated as a nonlinear constrained optimization problem and modified Genetic Algorithm (MGA) is employed to search for the optimal controller parameters. For evaluation of effectiveness and robustness of proposed controllers, the performance was tested on multi-machine system subjected to different disturbances, loading conditions and system parameter variations. Simulation results are presented to show the fine performance of the proposed SSSC controller in damping the critical modes without significantly deteriorating the damping characteristics of other modes in multi-machine power system

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    Authors: H. Shayeghi; M. Mahdavi; A. Kazemi;

    {"references": ["A. R. Abdelaziz, Genetic algorithm-based power transmission expansion\nplanning, Proc. the 7th IEEE International Conference on Electronics,\nCircuits and Systems, Jounieh, Vol. 2, December 2000, pp. 642-645.", "V. A. Levi, M. S. Calovic, Linear-programming-based decomposition\nmethod for optimal planning of transmission network investments, IEE\nProc. Generation, Transmission and Distribution, Vol. 140, No. 6, 1993,\npp. 516-522.", "S. Binato, G. C. de Oliveira, J. L. Araujo, A greedy randomized adaptive\nsearch procedure for transmission expansion planning, IEEE Trans.\nPower Systems, Vol. 16, No. 2, 2001, pp. 247-253.", "J. Choi, T. Mount, R. Thomas, Transmission system expansion plans in\nview point of deterministic, probabilistic and security reliability criteria,\nProc. the 39th Hawaii International Conference on System Sciences,\nHawaii, Vol. 10, Jan. 2006, pp. 247b-247b.", "I. D. J. Silva, M. J. Rider, R. Romero, C. A. Murari, Transmission\nnetwork expansion planning considering uncertainness in demand, Proc.\n2005 IEEE Power Engineering Society General Meeting, Vol. 2, pp.\n1424-1429.", "S. Binato, M. V. F. Periera, S. Granville, A new Benders decomposition\napproach to solve power transmission network design problems, IEEE\nTrans. Power Systems, Vol. 16, No. 2, 2001, pp. 235-240.", "L. L. Garver, Transmission net estimation using linear programming,\nIEEE Trans. Power Apparatus and Systems, Vol. PAS-89, No. 7, 1970,\npp. 1688-1696.", "T. Al-Saba, I. El-Amin, The application of artificial intelligent tools to\nthe transmission expansion problem, Electric Power Systems Research,\nVol. 62, No. 2, 2002, pp. 117-126.", "R. Chaturvedi, K. Bhattacharya, J. Parikh, Transmission planning for\nIndian power grid: a mixed integer programming approach,\nInternational Trans. Operational Research, Vol. 6, No. 5, 1999, pp.\n465-482.\n[10] J. Contreras, F. F. Wu, A kernel-oriented algorithm for transmission\nexpansion planning, IEEE Trans. Power Systems, Vol. 15, No. 4, 2000,\npp. 1434-1440.\n[11] R. A. Gallego, A. Monticelli, R. Romero, Transmission system\nexpansion planning by an extended genetic algorithm, IEE Proc.\nGeneration, Transmission and Distribution, Vol. 145, No. 3, 1998, pp.\n329-335.\n[12] R. A. Gallego, R. Romero, A. J. Monticelli, Tabu search algorithm for\nnetwork synthesis, IEEE Trans. Power Systems, Vol. 15, No. 2, 2000,\npp. 490-495.\n[13] K. J. Kim, Y. M. Park, K. Y. Lee, Optimal long-term transmission\nexpansion planning based on maximum principle, IEEE Trans. Power\nSystems, Vol. 3, No. 4, 1988, pp. 1494-1501.\n[14] G. Liu, H. Sasaki, N. Yorino, Application of network topology to long\nrange composite expansion planning of generation and transmission\nlines, Electric Power Systems Research, Vol. 57, No. 3, 2001, pp. 157-\n162.\n[15] M. V. F. Periera, L. M. V. G. Pinto, Application of sensitivity analysis\nof load supplying capacity to interactive transmission expansion\nplanning, IEEE Trans. Power Apparatus and Systems, Vol. PAS-104,\n1985, pp. 381-389.\n[16] R. Romero, R. A. Gallego, A. Monticelli, Transmission system\nexpansion planning by simulated annealing, IEEE Trans. Power\nSystems, Vol. 11, No. 1, 1996, pp. 364-369.\n[17] R. Romero, A. Monticelli, A hierarchical decomposition approach for\ntransmission network expansion planning, IEEE Trans. Power Systems,\nVol. 9, No. 1, 1994, pp. 373-380.\n[18] R. Romero, A. Monticelli, A zero-one implicit enumeration method for\noptimizing investments in transmission expansion planning, IEEE Trans.\nPower Systems, Vol. 9, No. 3, 1994, pp. 1385-1391.\n[19] H. Samarakoon, R. M. Shrestha, O. Fujiwara, A mixed integer linear\nprogramming model for transmission expansion planning with\ngeneration location selection, Electrical Power and Energy Systems,\nVol. 23, No. 4, 2001, pp. 285-293.\n[20] E. L. da Silva, H. A. Gil, J. M. Areiza, Transmission network expansion\nplanning under an improved genetic algorithm, IEEE Trans. Power\nSystems, Vol. 15, No. 3, 2000, pp. 1168-1174.\n[21] R. Teive, E. L. Silva, L. G. S. Fonseca, A cooperative expert system for\ntransmission expansion planning of electrical power systems, IEEE\nTrans. Power Systems, Vol. 13, No. 2, 1998, pp. 636-642.\n[22] J. Yen, Y. Yan, J. Contreras, P. C. Ma, F. F. Wu, Multi-agent approach\nto the planning of power transmission expansion, Decision Support\nSystems, Vol. 28, No. 3, 2000, pp. 279-290.\n[23] N. Alguacil, A. L. Motto, A. J. Conejo, Transmission expansion\nplanning: a mixed-integer LP approach, IEEE Trans. Power Systems,\nVol. 18, No. 3, 2003, pp. 1070-1077.\n[24] A. M. L. da Silva, S. M. P. Ribeiro, V. L. Arienti, R. N. Allan, M. B. D.\nC. Filho, Probabilistic load flow techniques applied to power system\nexpansion planning, IEEE Trans. Power Systems, Vol. 5, No. 4, 1990,\npp. 1047-1053.\n[25] R. A. Gallego, A. B. Alves, A. Monticelli, R. Romero, Parallel simulated\nannealing applied to long term transmission network expansion\nplanning, IEEE Trans. Power Systems, Vol. 12, No. 1, 1997, pp. 181-\n188.\n[26] R. S. Chanda, P. K. Bhattacharjee, A reliability approach to transmission\nexpansion planning using fuzzy fault-tree model, Electric Power\nSystems Research, Vol. 45, No. 2 1998, pp. 101-108.\n[27] R. S. Chanda, P. K. Bhattacharjee, A reliability approach to transmission\nexpansion planning using minimal cut theory, Electric Power Systems\nResearch, Vol. 33, No. 2, 1995, pp. 111-117.\n[28] N. H. Sohtaoglu, The effect of economic parameters on power\ntransmission planning, IEEE Trans. Power Systems, Vol. 13, 1998, pp.\n941-945.\n[29] B. Graeber, Generation and transmission expansion planning in southern\nAfrica, IEEE Trans. Power Systems, Vol. 14, 1999, pp. 983-988.\n[30] M. S. Kandil, S. M. El-Debeiky, N. E. Hasanien, Rule-based system for\ndetermining unit locations of a developed generation expansion plan for\ntransmission planning, IEE Proc. Generation, Transmission and\nDistribution, Vol. 147, No. 1, 2000, pp. 62-68.\n[31] S. T. Y. Lee, K. L. Hocks, H. Hnyilicza, Transmission expansion of\nbranch and bound integer programming with optimal cost capacity\ncurves, IEEE Trans. Power Apparatus and Systems, Vol. PAS-93, No. 7,\n1970, pp. 1390-1400.\n[32] A. S. D. Braga, J. T. Saraiva, A multiyear dynamic approach for\ntransmission expansion planning and long-term marginal costs\ncomputation, IEEE Trans. Power Systems, Vol. 20, No. 3, 2005, pp.\n1631-1639.\n[33] Y. X. Jin, H. Z. Cheng, J. Y. M. Yan, L. Zhang, New discrete method\nfor particle swarm optimization and its application in transmission\nnetwork expansion planning. Electric Power Systems Research, Vol. 77,\nNo. 3-4, 2007, pp. 227-233.\n[34] S. Jalilzadeh, A. Kazemi, H. Shayeghi, M. Mahdavi, Technical and\neconomic evaluation of voltage level in transmission network expansion\nplanning using GA, Energy Conversion and Management, Vol. 49, No.\n5, May 2008, pp. 1119-1125.\n[35] H. Shayeghi, S. Jalilzadeh, M. Mahdavi, H. Haddadian, Studying\ninfluence of two effective parameters on network losses in transmission\nexpansion planning using DCGA, Energy Conversion and Management,\nVol. 49, No. 11, 2008, pp. 3017-3024.\n[36] H. Shayeghi, A. Jalili, H. A. Shayanfar, Multi-stage fuzzy load\nfrequency control using PSO, Energy Conversion and Management,\nVol. 49, No. 10, 2008, pp. 2570-2580.\n[37] J. Kennedy, R. Eberhart, Y. Shi, Swarm intelligence, Morgan Kaufmann\nPublishers, San Francisco; 2001.\n[38] M. Clerc, J. Kennedy, The particle swarm-explosion, stability, and\nconvergence in a multidimensional complex space, IEEE Trans.\nEvolutionary Computation, Vol. 6, No. 1, 2002, pp. 301758-73."]} Transmission network expansion planning (TNEP) is a basic part of power system planning that determines where, when and how many new transmission lines should be added to the network. Up till now, various methods have been presented to solve the static transmission network expansion planning (STNEP) problem. But in all of these methods, transmission expansion planning considering network adequacy restriction has not been investigated. Thus, in this paper, STNEP problem is being studied considering network adequacy restriction using discrete particle swarm optimization (DPSO) algorithm. The goal of this paper is obtaining a configuration for network expansion with lowest expansion cost and a specific adequacy. The proposed idea has been tested on the Garvers network and compared with the decimal codification genetic algorithm (DCGA). The results show that the network will possess maximum efficiency economically. Also, it is shown that precision and convergence speed of the proposed DPSO based method for the solution of the STNEP problem is more than DCGA approach.

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    Authors: Coetzee, Corné J.; Horn, Etienne;

    {"references": ["L. K. Nordell, \"Particle Flow Modelling: Transfer chutes and other\napplications,\" in International Materials Handling Conference\n(BELTCON 9), Johannesburg, South Africa, 1997.", "D. B. Hastie, A. P. Grima, P. W. Wypych, \"Validation of particle flow\nthrough a conveyor transfer hood via particle velocity analysis,\" in 2nd\nInternational Conference and Exhibition on Storage, Handling and\nTransporting Bulk (Bulk Europe 2008), Prague, Czech Republic, 2008.", "T. Gr\u00f6ger, A. Katterfeld, \"On the numerical calibration of discrete\nelement models for the simulation of bulk solids,\" in Conveying and\nHandling of Particulate Solids (CHoPS-05), Sorrento, Italy, 2006", "B. Tijskens, Van Besin, Vandewalle, Ramon, \"Large scale DEM,\" in\nConveying and Handling of Particulate Solids (CHoPS-05), Sorrento,\nItaly, 2006.", "A. Grima, P. Wypych, \"Investigation into calibration of discrete element\nmodel parameters for scale-up and validation of particle-structure\ninteractions under impact conditions,\" Powder Technology, vol. 212, pp.\n198-209, 2011.", "R. Annabattula, Y. Gan, M. Kamlah, \"Mechanics of binary and\npolydisperse spherical pebble assembly,\" Fusion Engineering and\nDesign, vol. 87, pp. 853-858, 2012.", "I. Cavarretta, C. O'Sullivan, E. Ibraim, M. Lings, S. Hamlin, D. M.\nWood, \"Characterization of artificial spherical particles for DEM\nvalidation studies,\" Particuology, vol. 10, pp. 209-220, 2012.", "L. Vu-Quoc, X. Zhang, O. R. Walton, \"A 3-D discrete-element method\nfor dry granular flows of ellipsoidal particles,\" Computational Methods\nin Applied Mechanics and Engineering, vol. 187, pp. 483 528, 2000.", "C. Gonzalez-Montellano, J. Fuentes, E. Ayuga-Tellez, F. Ayuga,\n\"Determination of the mechanical properties of maize grains and olives\nrequired for use in DEM simulations,\" Journal of Food Engineering, vol.\n111, pp. 553-562, 2012.\n[10] C. Gonzalez-Montellano, E. Gallego, A. Rami\u00acrez-Gomez, F. Ayuga,\n\"Three dimensional discrete element models for simulating the filling\nand emptying of silos: Analysis of numerical results,\" Computers &\nChemical Engineering, vol. 40, pp. 22-32, 2012.\n[11] C. J. Coetzee, D. N. J. Els, \"Calibration of discrete element parameters\nand the modelling of silo discharge and bucket filling,\" Computers and\nElectronics in Agriculture, vol. 65, pp. 198-212, 2009.\n[12] C. J. Coetzee, D. N. J. Els, \"Calibration of granular material parameters\nfor DEM modelling and numerical verification by blade\u2013granular\nmaterial interaction,\" Journal of Terramechanics, vol. 46, pp. 15\u201326,\n2009.\n[13] C. J. Coetzee, D. N. J. Els, \"The numerical modelling of excavator\nbucket filling using DEM,\" Journal of Terramechanics, vol. 46, pp. 217\u2013\n227, 2009.\n[14] C. J. Coetzee, D. N. J. Els, G. F. Dymond, \"Discrete element parameter\ncalibration and the modelling of dragline bucket filling,\" Journal of\nTerramechanics, vol. 47, no. 1, pp. 33\u201344, 2010.\n[15] J. Mak, Y. Chen, M. Sadek, \"Determining parameters of a discrete\nelement model for soil-tool interaction,\" Soil and Tillage Research, vol.\n118, pp. 117-122, 2012.\n[16] H. Tanaka, M. Momozu, A. Oida, M. Yamazaki, \"Simulation of soil\ndeformation and resistance at bar penetration by the distinct element\nmethod,\" Journal of Terramechanics, vol. 37, pp. 41-56, 2000.\n[17] Y. Franco, D. Rubinstein, I. Shmulevich, \"Determination of discrete\nelement model parameters for soil-bulldozer blade interaction,\" in Proc.\nof the 15th international conference of the ISTVS, Hayama, Japan, 2005.\n[18] Z. Asaf, D. Rubinstein, I. Shmulevich, \"Determination of discrete\nelement model parameters using in-situ tests and inverse solution\ntechniques,\" in Proc. of the 15th international conference of the ISTVS,\nHayama, Japan, September 2005.\n[19] Z. Asaf, D. Rubinstein, I. Shmulevich, \"Determination of discrete\nelement model parameters required for soil tillage,\" Soil Till. Res., vol.\n92, no. 2, pp. 227\u2013242, 2007.\n[20] Itasca, PFC3D, Particle Flow Code in 3 Dimensions, User's Guide, 4th\nedition, (www.itascacg.com), 2008.\n[21] P. A. Cundall, O. D. L. Strack, \"A discrete numerical method for\ngranular assemblies,\" Geotechnique, vol. 29, pp. 47\u201365, 1979.\n[22] O.R. Walton, R.L. Braun, \"Viscosity, granular-temperature, and stress\ncalculations for shearing assemblies of inelastic, frictional disks,\" J.\nRheol., vol. 30, pp. 949\u2013980, 1986.\n[23] H. A. Navarro, M. P. de Souza Braun, \"Determination of the normal\nspring stiffness coefficient in the linear spring\u2013dashpot contact model of\ndiscrete element method,\" Powder Technology, vol. 246, pp. 707\u2013722,\n2013.\n[24] C. J. Coetzee, S. G. Lombard, \"The destemming of grapes: Experiments\nand discrete element modelling,\" Biosystems Engineering, vol. 114, pp.\n232-248, 2013.\n[25] P. W. Cleary, M. L. Sawley, \"Three-dimensional modelling of industrial\ngranular flows,\" Second International Conference on CFD in the\nMinerals and Process Industries, 1999.\n[26] C. Hogue, \"Shape representation and contact detection for discrete\nelement simulations of arbitrary geometries,\" Engineering\nComputations, vol. 15, no. 3, pp. 374-390, 1998.\n[27] D. Zhang, W. J. Whiten, \"The calculation of contact forces between\nparticles using spring and damping models,\" Powder Technology, vol.\n88, pp. 59-64, 1996.\n[28] J. W. Carson, H. Wilms, \"Development of an international standard for\nshear testing,\" Powder Technology, vol. 167, no. 1, pp. 1-9, 2006.\n[29] J. H\u00e4rtl, J. Y. Ooi, \"Experiments and simulations of direct shear tests:\nporosity, contact friction and bulk friction,\" Granular Material, vol. 10,\nno. 4, pp. 263-271, 2008.\n[30] K. H. Head, Manual of Soil Laboratory Testing, Volume 2:\nPermeability, Shear Strength and Compressibility Tests, Pentech Press,\nLondon, England, 1981.\n[31] J. van der Linde, Discrete element modeling of a vibratory subsoiler,\nM.Sc. Thesis, Department of Mechanical and Mechatronic Engineering,\nUniversity of Stellenbosch, Matieland, South Africa, 2007.\n[32] G. K. P. Barrios, R M. de Carvalho, A. Kwade, L. M. Tavares, \"Contact\nparameter estimation for DEM simulation of iron ore pellet handling,\"\nPowder Technology, vol. 248, pp. 84-93, 2013.\n[33] J. Wi\u0105cek, M. Molenda, J. Horabik, J. Y. Ooi, \"Influence of grain shape\nand intergranular friction on material behavior in uniaxial compression:\nExperimental and DEM modeling,\" Powder Technology, vol. 217, pp.\n435\u2013442, 2012.\n[34] A. Grima, P. Wypych, \"Development and validation of calibration\nmethods for discrete element modelling,\" Granular Matter vol. 13, pp.\n127-132, 2011b. [35] M. Obermayr, C. Vrettos, P. Eberhard, T. Dauwel, \"A discrete element\nmodel and its experimental validation for the prediction of draft forces in\ncohesive soil,\" Journal of Terramechanics, vol. 53, pp.93\u2013104, 2014.\n[36] M. Ucgul, J. M. Fielke, C. Saunders, \"Three-dimensional discrete\nelement modelling of tillage: Determination of a suitable contact model\nand parameters for a cohesionless soil,\" Biosystems Engineering, vol.\n121, pp. 105-117, 2014.\n[37] K. H. Head, Soil Technicians' Handbook, London, Pentech Press, 1989.\n[38] C. J. Coetzee, R. G. Nel, \"Calibration of discrete element properties and\nthe modelling of packed rock beds,\" Powder Technology, vol. 264, pp.\n332\u2013342, 2014.\n[39] A. F. Cabalar, \"Applications of the oedometer, triaxial and resonant\ncolumn tests to the study of micaceous sands,\" Engineering Geology,\nvol. 112, pp. 21\u201328, 2010.\n[40] Y-C. Chung, J. Y. Ooi, \"A study of influence of gravity on bulk\nbehaviour of particulate solid,\" Particuology, vol. 6, pp. 467\u2013474, 2008.\n[41] Y. Xu, K. D. Kafui, C. Thornton, G. Lian, \"Effects of Material\nProperties on Granular Flow in a Silo Using DEM Simulation,\"\nParticulate Science and Technology, vol. 20 pp. 109-124, 2002.\n[42] S. Lommen, D. Schott, G. Lodewijks, \"DEM speedup: Stiffness effects\non behavior of bulk material,\" Particuology, vol. 12, pp. 107-112, 2014.\n[43] J. H\u00e4rtl, J. Y. Ooi, \"Experiments and simulations of direct shear tests:\nporosity, contact friction and bulk friction,\" Granular Matter, vol. 10, pp.\n263\u2013271, 2008."]} One of the main challenges in using the Discrete Element Method (DEM) is to specify the correct input parameter values. In general, the models are sensitive to the input parameter values and accurate results can only be achieved if the correct values are specified. For the linear contact model, micro-parameters such as the particle density, stiffness, coefficient of friction, as well as the particle size and shape distributions are required. There is a need for a procedure to accurately calibrate these parameters before any attempt can be made to accurately model a complete bulk materials handling system. Since DEM is often used to model applications in the mining and quarrying industries, a calibration procedure was developed for materials that consist of relatively large (up to 40 mm in size) particles. A coarse crushed aggregate was used as the test material. Using a specially designed large shear box with a diameter of 590 mm, the confined Young's modulus (bulk stiffness) and internal friction angle of the material were measured by means of the confined compression test and the direct shear test respectively. DEM models of the experimental setup were developed and the input parameter values were varied iteratively until a close correlation between the experimental and numerical results was achieved. The calibration process was validated by modelling the pull-out of an anchor from a bed of material. The model results compared well with experimental measurement.

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