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description Publicationkeyboard_double_arrow_right Article , Journal 2021Publisher:Wiley Nicholas Bainton; Deanna Kemp; Eleonore Lèbre; John R. Owen; Greg Marston;doi: 10.1002/sd.2163
AbstractThe concept of a ‘just transition’ to a low‐carbon economy is firmly embedded in mainstream global discourses about mitigating climate change. Drawing on Karl Polanyi's political economy elaborated inThe Great Transformation, we interrogate the idea of a just transition and place it within its historical context. We address a major contradiction at the core of global energy transition debates: the rapid shift to low‐carbon energy‐systems will require increased extraction of minerals and metals. In doing so, we argue that extractive industries are energy and carbon‐intensive, and will enlarge and intensify social and ecological injustice. Our findings reveal the importance of understanding how the idea of a just transition is used, and by who, and the type of justice that underpins this concept. We demonstrate the need to ground just transition policies and programmes in a notion of justice as fairness.
add ClaimPlease grant OpenAIRE to access and update your ORCID works.This Research product is the result of merged Research products in OpenAIRE.
You have already added works in your ORCID record related to the merged Research product.This Research product is the result of merged Research products in OpenAIRE.
You have already added works in your ORCID record related to the merged Research product.more_vert add ClaimPlease grant OpenAIRE to access and update your ORCID works.This Research product is the result of merged Research products in OpenAIRE.
You have already added works in your ORCID record related to the merged Research product.This Research product is the result of merged Research products in OpenAIRE.
You have already added works in your ORCID record related to the merged Research product.description Publicationkeyboard_double_arrow_right Article , Journal 2005 GermanyPublisher:American Chemical Society (ACS) Authors: Wolf, K.-J.; Smeda, A.; Müller, M.; Hilpert, K.;doi: 10.1021/ef040081a
Straw and other biomasses can cause severe problems when used as fuel in combustion systems. Some of the major problems include high emission of alkalis, HCl, and especially SO2 to the gas phase. T...
add ClaimPlease grant OpenAIRE to access and update your ORCID works.This Research product is the result of merged Research products in OpenAIRE.
You have already added works in your ORCID record related to the merged Research product.This Research product is the result of merged Research products in OpenAIRE.
You have already added works in your ORCID record related to the merged Research product.more_vert add ClaimPlease grant OpenAIRE to access and update your ORCID works.This Research product is the result of merged Research products in OpenAIRE.
You have already added works in your ORCID record related to the merged Research product.This Research product is the result of merged Research products in OpenAIRE.
You have already added works in your ORCID record related to the merged Research product.description Publicationkeyboard_double_arrow_right Article , Journal 2017Publisher:Society of Petroleum Engineers (SPE) Danny Rojas; Raushan Kumar; Raman Kumar Jha; Mridul Kumar; Christopher Lolley;doi: 10.2118/180732-pa
Summary Extraheavy-oil (XHO) reservoirs in South America represent some of the largest hydrocarbon accumulations (>500 billion bbl) in the world. Primary production (PP) that uses long horizontal wells is a commercially proved technology for XHO reservoirs. The expected ultimate recovery with primary production is generally less than 12% of original oil in place (OOIP), and thermal enhanced oil recovery (EOR) is critical for increasing recovery to 30–60% OOIP. Economic and environmentally viable thermal development of these reservoirs will require the use of horizontal steam injectors. Our results reveal that continuous steam injection (CSI) with a horizontal injector placed vertically above a horizontal producer (CSI-HIHP) is a very effective method for XHO reservoirs, with high peak-oil rate and significantly high recovery. This study, the first of its kind for an XHO reservoir, outlines an integrated work flow to evaluate the production potential of a large XHO greenfield with PP followed by thermal exploitation. The work flow, based on a probabilistic framework [involving design of experiment (DOE), proxy methods, and Monte Carlo simulations], evaluates reservoir performance for the whole life cycle of the field under a range of uncertainties, and quantifies the impact of key parameters affecting the reservoir performance. XHO reservoirs usually have significantly higher pressures than typical conventional heavy-oil reservoirs, where CSI has been applied commercially. Therefore, pressure in these reservoirs must be reduced before CSI can begin. Cyclic steam stimulation (CSS) after the initial stage of PP can be used to accelerate pressure reduction in the reservoir, while providing additional recovery. Our results demonstrate that geological features such as shale baffles have a significant impact on delaying pressure reduction during PP and CSS. Under a broad range of conditions investigated in this study, PP for 1 year followed by CSS for 4 years has been found to be successful in reducing pressure to the target pressure for CSI. High pressure drop in the horizontal steam injector can cause pressure near the toe region of the injector to be lower than the producer pressure. This results in poor steam injection and poor steam-chest development in that region, thus greatly reducing the efficiency of the thermal-recovery process. We quantify pressure drop in a horizontal steam injector and its impact on the thermal performance and suggest a novel well configuration that uses two injectors for every long producer during CSI. The proposed configuration with a sequential development plan can significantly improve economics of the projects. A novel probabilistic work flow for a full-field (FF) development plan (PP, CSS, and CSI) of XHO reservoirs provides robust production forecast during the entire life cycle. The work flow developed and the insights obtained would be very valuable in preparing effective exploitation plans and optimal facility design, a key economic variable in large projects of developing giant XHO reservoirs.
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You have already added works in your ORCID record related to the merged Research product.This Research product is the result of merged Research products in OpenAIRE.
You have already added works in your ORCID record related to the merged Research product.more_vert add ClaimPlease grant OpenAIRE to access and update your ORCID works.This Research product is the result of merged Research products in OpenAIRE.
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You have already added works in your ORCID record related to the merged Research product.description Publicationkeyboard_double_arrow_right Article , Other literature type , Journal 2013Publisher:Zenodo Authors: Farshad Kheiri;doi: 10.5281/zenodo.2666188 , 10.5281/zenodo.2664196 , 10.5281/zenodo.2818961 , 10.5281/zenodo.2664197 , 10.5281/zenodo.2824737 , 10.5281/zenodo.2662623 , 10.5281/zenodo.2861654 , 10.5281/zenodo.2839667 , 10.5281/zenodo.2830020 , 10.5281/zenodo.2662624 , 10.5281/zenodo.2864580 , 10.5281/zenodo.2666189 , 10.5281/zenodo.2671886 , 10.5281/zenodo.2663239 , 10.5281/zenodo.2812169 , 10.5281/zenodo.2663238 , 10.5281/zenodo.2662221 , 10.5281/zenodo.2668850 , 10.5281/zenodo.2824738 , 10.5281/zenodo.2812170 , 10.5281/zenodo.2830021 , 10.5281/zenodo.2813508 , 10.5281/zenodo.2665158 , 10.5281/zenodo.1093166 , 10.5281/zenodo.2839668 , 10.5281/zenodo.2665159 , 10.5281/zenodo.2668851 , 10.5281/zenodo.2661567 , 10.5281/zenodo.2662222 , 10.5281/zenodo.2823870 , 10.5281/zenodo.2671885 , 10.5281/zenodo.2837146 , 10.5281/zenodo.2818960 , 10.5281/zenodo.2861655 , 10.5281/zenodo.2827351 , 10.5281/zenodo.2823869 , 10.5281/zenodo.2661568 , 10.5281/zenodo.1093167 , 10.5281/zenodo.2813507 , 10.5281/zenodo.2827352 , 10.5281/zenodo.2864579 , 10.5281/zenodo.2837147
doi: 10.5281/zenodo.2666188 , 10.5281/zenodo.2664196 , 10.5281/zenodo.2818961 , 10.5281/zenodo.2664197 , 10.5281/zenodo.2824737 , 10.5281/zenodo.2662623 , 10.5281/zenodo.2861654 , 10.5281/zenodo.2839667 , 10.5281/zenodo.2830020 , 10.5281/zenodo.2662624 , 10.5281/zenodo.2864580 , 10.5281/zenodo.2666189 , 10.5281/zenodo.2671886 , 10.5281/zenodo.2663239 , 10.5281/zenodo.2812169 , 10.5281/zenodo.2663238 , 10.5281/zenodo.2662221 , 10.5281/zenodo.2668850 , 10.5281/zenodo.2824738 , 10.5281/zenodo.2812170 , 10.5281/zenodo.2830021 , 10.5281/zenodo.2813508 , 10.5281/zenodo.2665158 , 10.5281/zenodo.1093166 , 10.5281/zenodo.2839668 , 10.5281/zenodo.2665159 , 10.5281/zenodo.2668851 , 10.5281/zenodo.2661567 , 10.5281/zenodo.2662222 , 10.5281/zenodo.2823870 , 10.5281/zenodo.2671885 , 10.5281/zenodo.2837146 , 10.5281/zenodo.2818960 , 10.5281/zenodo.2861655 , 10.5281/zenodo.2827351 , 10.5281/zenodo.2823869 , 10.5281/zenodo.2661568 , 10.5281/zenodo.1093167 , 10.5281/zenodo.2813507 , 10.5281/zenodo.2827352 , 10.5281/zenodo.2864579 , 10.5281/zenodo.2837147
{"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.
add ClaimPlease grant OpenAIRE to access and update your ORCID works.This Research product is the result of merged Research products in OpenAIRE.
You have already added works in your ORCID record related to the merged Research product.This Research product is the result of merged Research products in OpenAIRE.
You have already added works in your ORCID record related to the merged Research product.more_vert add ClaimPlease grant OpenAIRE to access and update your ORCID works.This Research product is the result of merged Research products in OpenAIRE.
You have already added works in your ORCID record related to the merged Research product.This Research product is the result of merged Research products in OpenAIRE.
You have already added works in your ORCID record related to the merged Research product.description Publicationkeyboard_double_arrow_right Article , Journal 2013Publisher:Elsevier BV Authors: W.F.G. van Rooijen;Abstract For fast reactor design and analysis, our laboratory uses, amongst others, the ERANOS code system. Unfortunately, the publicly available version of ERANOS does not have the most recent nuclear data. Therefore, it was decided to implement an integrated processing system to generate cross sections libraries for the ECCO cell code, as well as covariance data. Cross sections are generated from the original ENDF files. For our purposes, it is important to ascertain that the ECCO cross section libraries are of adequate quality to allow design and analysis of advanced fast reactors in an academic context. In this paper, we present an analysis of the MZA/MZB benchmarks with nuclear data from JENDL-4.0, JEFF-3.1.2 and ENDF/B-VII.1. Results are that reactivity is generally well predicted, with an uncertainty of about 1% due to covariances of the nuclear data. Reaction rate ratios are satisfactorily calculated, as well as the flux spectrum and reaction rate traverses. Some problems remain: the magnitude of the void effect is not satisfactorily calculated, and reaction rate traverses are not always satisfactorily calculated. On the whole, the ECCO libraries are sufficient for design and analysis tasks in an academic context. For high-precision calculations, such as required for licensing tasks and detailed design calculations, data adjustment is still necessary as the “native” covariance data in the ENDF files is not accurate enough.
add ClaimPlease grant OpenAIRE to access and update your ORCID works.This Research product is the result of merged Research products in OpenAIRE.
You have already added works in your ORCID record related to the merged Research product.This Research product is the result of merged Research products in OpenAIRE.
You have already added works in your ORCID record related to the merged Research product.more_vert add ClaimPlease grant OpenAIRE to access and update your ORCID works.This Research product is the result of merged Research products in OpenAIRE.
You have already added works in your ORCID record related to the merged Research product.This Research product is the result of merged Research products in OpenAIRE.
You have already added works in your ORCID record related to the merged Research product.description Publicationkeyboard_double_arrow_right Article , Journal 1997Publisher:Elsevier BV S. Granville; M.C.A. Lima; J.C.O. Mello; S. Alvarenga; Mario V. F. Pereira;Abstract This paper describes an integrated framework to evaluate short-run marginal costs (SRMC) in hydrothermal systems, taking into account the chronological aspects of reservoir operation, transmission constraints, equipment failures, hydrological variation and load uncertainty. The resulting SRMC values are used to calculate circuit revenues, which are then compared with investment requirements. It is shown that the representation of these probabilistic factors substantially increases revenues, in contrast with the widely reported under-recovery found in studies which only represent normal operating conditions. Case studies with the Brazilian North-Northeastern system are presented and discussed.
Electric Power Syste... arrow_drop_down Electric Power Systems ResearchArticle . 1997 . Peer-reviewedLicense: Elsevier TDMData sources: Crossrefadd ClaimPlease grant OpenAIRE to access and update your ORCID works.This Research product is the result of merged Research products in OpenAIRE.
You have already added works in your ORCID record related to the merged Research product.This Research product is the result of merged Research products in OpenAIRE.
You have already added works in your ORCID record related to the merged Research product.more_vert Electric Power Syste... arrow_drop_down Electric Power Systems ResearchArticle . 1997 . Peer-reviewedLicense: Elsevier TDMData sources: Crossrefadd ClaimPlease grant OpenAIRE to access and update your ORCID works.This Research product is the result of merged Research products in OpenAIRE.
You have already added works in your ORCID record related to the merged Research product.This Research product is the result of merged Research products in OpenAIRE.
You have already added works in your ORCID record related to the merged Research product.description Publicationkeyboard_double_arrow_right Article , Journal 2020Publisher:Elsevier BV Bosheng Su; Bosheng Su; Haifeng Wu; Haifeng Wu; Qibin Liu; Jie Zheng; Gengxin Xie; Shaopeng Guo; Shaopeng Guo;Abstract To alleviate the shortage of natural gas resource and ease carbon emissions, a novel solar-driven combined cooling, heating and power (CCHP) system is designed and optimized using the genetic algorithm in the work. Different from the process of direct combustion in a conventional CCHP system, natural gas is firstly converted into syngas by a solar-driven natural gas reforming step, which is consumed in an efficient tri-generation system. Energy, economic and environmental evaluations on five office buildings in different climate zones in China are implemented to validate the advantages of the proposed system. Results show that the annual maximum primary energy saving, total cost saving, and CO2 emission reduction are 69.76%, 49.80%, and 71.55%, respectively. The system located in severe cold zones, where solar energy is abundant and building requires more heat load in whole year, achieves the highest benefits in comparison with separate systems. Furthermore, the sensitivities on the price fluctuations of electricity, natural gas and solar field to the system profits are investigated, which indicates that the influence of electricity price on the system performance is the most significant. Thus, a promising method for reducing the natural gas consumption and improving the utilization efficiency of solar energy is provided.
add ClaimPlease grant OpenAIRE to access and update your ORCID works.This Research product is the result of merged Research products in OpenAIRE.
You have already added works in your ORCID record related to the merged Research product.This Research product is the result of merged Research products in OpenAIRE.
You have already added works in your ORCID record related to the merged Research product.more_vert add ClaimPlease grant OpenAIRE to access and update your ORCID works.This Research product is the result of merged Research products in OpenAIRE.
You have already added works in your ORCID record related to the merged Research product.This Research product is the result of merged Research products in OpenAIRE.
You have already added works in your ORCID record related to the merged Research product.description Publicationkeyboard_double_arrow_right Article , Journal 2018Publisher:Institute of Electrical and Electronics Engineers (IEEE) Authors: Armando M. Leite da Silva; Jose F. da Costa Castro; Roy Billinton;This work presents a new method to evaluate generation reserve margins in systems with renewable sources. In assessing the adequacy of generation reserve amounts, besides failures in generating units, their capacity intermittencies, unavailability, and capacity limits of the transmission system are duly considered. Risk indices are evaluated using quasi-sequential Monte Carlo simulation techniques. The cross-entropy method is used to treat rare events and also to identify critical equipment for operation in each scenario. The proposed method is applied to the original IEEE RTS system and to a modified configuration with insertion of wind power plants. A subsystem of the Brazilian interconnected network is also used to illustrate the practicality of the proposed method.
IEEE Transactions on... arrow_drop_down IEEE Transactions on Power SystemsArticle . 2018 . Peer-reviewedLicense: IEEE CopyrightData sources: Crossrefadd ClaimPlease grant OpenAIRE to access and update your ORCID works.This Research product is the result of merged Research products in OpenAIRE.
You have already added works in your ORCID record related to the merged Research product.This Research product is the result of merged Research products in OpenAIRE.
You have already added works in your ORCID record related to the merged Research product.more_vert IEEE Transactions on... arrow_drop_down IEEE Transactions on Power SystemsArticle . 2018 . Peer-reviewedLicense: IEEE CopyrightData sources: Crossrefadd ClaimPlease grant OpenAIRE to access and update your ORCID works.This Research product is the result of merged Research products in OpenAIRE.
You have already added works in your ORCID record related to the merged Research product.This Research product is the result of merged Research products in OpenAIRE.
You have already added works in your ORCID record related to the merged Research product.description Publicationkeyboard_double_arrow_right Article 2024Publisher:MDPI AG Florin Ioan Bode; Titus Otniel Joldos; Gabriel Mihai Sirbu; Paul Danca; Costin Cosoiu; Ilinca Nastase;doi: 10.3390/en17122930
Thermal comfort is very important for the well-being and safety of vehicle occupants, as discomfort can elevate stress, leading to distracted attention and slower reaction times. This creates a riskier driving environment. Addressing this, high-induction air diffusers emerge as a significant innovation, enhancing indoor environmental quality (IEQ) by efficiently mixing cool air from the heating ventilation and air conditioning (HVAC) system with the cabin’s ambient air. This process ensures uniform airflow, diminishes temperature discrepancies, prevents draft sensations, and boosts overall air quality by improving air circulation. In addition to enhancing thermal comfort in vehicles, the novel air diffuser also offers significant potential for personalized ventilation systems, allowing for individualized control over airflow and temperature, thereby catering to the specific comfort needs of each occupant. This study introduces a novel air diffuser that demonstrates a 48% improvement in air entrainment compared to traditional diffusers, verified through Ansys Fluent simulations and laser Doppler velocimetry (LDV) measurements. At a fresh airflow rate of 31.79 m3/h, the total air entrainment rate at 0.6 m for the standard air diffuser is 73.36 m3/h, while for the innovative air diffuser, it is 109.26 m3/h. This solution has the potential to increase the level of thermal comfort and air quality within vehicles, and also signals potential applications across various enclosed spaces, underscoring its importance in advancing automotive safety and environmental standards.
add ClaimPlease grant OpenAIRE to access and update your ORCID works.This Research product is the result of merged Research products in OpenAIRE.
You have already added works in your ORCID record related to the merged Research product.This Research product is the result of merged Research products in OpenAIRE.
You have already added works in your ORCID record related to the merged Research product.more_vert add ClaimPlease grant OpenAIRE to access and update your ORCID works.This Research product is the result of merged Research products in OpenAIRE.
You have already added works in your ORCID record related to the merged Research product.This Research product is the result of merged Research products in OpenAIRE.
You have already added works in your ORCID record related to the merged Research product.description Publicationkeyboard_double_arrow_right Article , Preprint , Journal 2022Embargo end date: 01 Jan 2021Publisher:Institute of Electrical and Electronics Engineers (IEEE) Ana Radovanovic; Bokan Chen; Saurav Talukdar; Binz Roy; Alexandre Duarte; Mahya Shahbazi;Datacenter power demand has been continuously growing and is the key driver of its cost. An accurate mapping of compute resources (CPU, RAM, etc.) and hardware types (servers, accelerators, etc.) to power consumption has emerged as a critical requirement for major Web and cloud service providers. With the global growth in datacenter capacity and associated power consumption, such models are essential for important decisions around datacenter design and operation. In this paper, we discuss two classes of statistical power models designed and validated to be accurate, simple, interpretable and applicable to all hardware configurations and workloads across hyperscale datacenters of Google fleet. To the best of our knowledge, this is the largest scale power modeling study of this kind, in both the scope of diverse datacenter planning and real-time management use cases, as well as the variety of hardware configurations and workload types used for modeling and validation. We demonstrate that the proposed statistical modeling techniques, while simple and scalable, predict power with less than 5% Mean Absolute Percent Error (MAPE) for more than 95% diverse Power Distribution Units (more than 2000) using only 4 features. This performance matches the reported accuracy of the previous started-of-the-art methods, while using significantly less features and covering a wider range of use cases.
IEEE Transactions on... arrow_drop_down https://dx.doi.org/10.48550/ar...Article . 2021License: arXiv Non-Exclusive DistributionData sources: Dataciteadd ClaimPlease grant OpenAIRE to access and update your ORCID works.This Research product is the result of merged Research products in OpenAIRE.
You have already added works in your ORCID record related to the merged Research product.This Research product is the result of merged Research products in OpenAIRE.
You have already added works in your ORCID record related to the merged Research product.more_vert IEEE Transactions on... arrow_drop_down https://dx.doi.org/10.48550/ar...Article . 2021License: arXiv Non-Exclusive DistributionData sources: Dataciteadd ClaimPlease grant OpenAIRE to access and update your ORCID works.This Research product is the result of merged Research products in OpenAIRE.
You have already added works in your ORCID record related to the merged Research product.This Research product is the result of merged Research products in OpenAIRE.
You have already added works in your ORCID record related to the merged Research product.
description Publicationkeyboard_double_arrow_right Article , Journal 2021Publisher:Wiley Nicholas Bainton; Deanna Kemp; Eleonore Lèbre; John R. Owen; Greg Marston;doi: 10.1002/sd.2163
AbstractThe concept of a ‘just transition’ to a low‐carbon economy is firmly embedded in mainstream global discourses about mitigating climate change. Drawing on Karl Polanyi's political economy elaborated inThe Great Transformation, we interrogate the idea of a just transition and place it within its historical context. We address a major contradiction at the core of global energy transition debates: the rapid shift to low‐carbon energy‐systems will require increased extraction of minerals and metals. In doing so, we argue that extractive industries are energy and carbon‐intensive, and will enlarge and intensify social and ecological injustice. Our findings reveal the importance of understanding how the idea of a just transition is used, and by who, and the type of justice that underpins this concept. We demonstrate the need to ground just transition policies and programmes in a notion of justice as fairness.
add ClaimPlease grant OpenAIRE to access and update your ORCID works.This Research product is the result of merged Research products in OpenAIRE.
You have already added works in your ORCID record related to the merged Research product.This Research product is the result of merged Research products in OpenAIRE.
You have already added works in your ORCID record related to the merged Research product.more_vert add ClaimPlease grant OpenAIRE to access and update your ORCID works.This Research product is the result of merged Research products in OpenAIRE.
You have already added works in your ORCID record related to the merged Research product.This Research product is the result of merged Research products in OpenAIRE.
You have already added works in your ORCID record related to the merged Research product.description Publicationkeyboard_double_arrow_right Article , Journal 2005 GermanyPublisher:American Chemical Society (ACS) Authors: Wolf, K.-J.; Smeda, A.; Müller, M.; Hilpert, K.;doi: 10.1021/ef040081a
Straw and other biomasses can cause severe problems when used as fuel in combustion systems. Some of the major problems include high emission of alkalis, HCl, and especially SO2 to the gas phase. T...
add ClaimPlease grant OpenAIRE to access and update your ORCID works.This Research product is the result of merged Research products in OpenAIRE.
You have already added works in your ORCID record related to the merged Research product.This Research product is the result of merged Research products in OpenAIRE.
You have already added works in your ORCID record related to the merged Research product.more_vert add ClaimPlease grant OpenAIRE to access and update your ORCID works.This Research product is the result of merged Research products in OpenAIRE.
You have already added works in your ORCID record related to the merged Research product.This Research product is the result of merged Research products in OpenAIRE.
You have already added works in your ORCID record related to the merged Research product.description Publicationkeyboard_double_arrow_right Article , Journal 2017Publisher:Society of Petroleum Engineers (SPE) Danny Rojas; Raushan Kumar; Raman Kumar Jha; Mridul Kumar; Christopher Lolley;doi: 10.2118/180732-pa
Summary Extraheavy-oil (XHO) reservoirs in South America represent some of the largest hydrocarbon accumulations (>500 billion bbl) in the world. Primary production (PP) that uses long horizontal wells is a commercially proved technology for XHO reservoirs. The expected ultimate recovery with primary production is generally less than 12% of original oil in place (OOIP), and thermal enhanced oil recovery (EOR) is critical for increasing recovery to 30–60% OOIP. Economic and environmentally viable thermal development of these reservoirs will require the use of horizontal steam injectors. Our results reveal that continuous steam injection (CSI) with a horizontal injector placed vertically above a horizontal producer (CSI-HIHP) is a very effective method for XHO reservoirs, with high peak-oil rate and significantly high recovery. This study, the first of its kind for an XHO reservoir, outlines an integrated work flow to evaluate the production potential of a large XHO greenfield with PP followed by thermal exploitation. The work flow, based on a probabilistic framework [involving design of experiment (DOE), proxy methods, and Monte Carlo simulations], evaluates reservoir performance for the whole life cycle of the field under a range of uncertainties, and quantifies the impact of key parameters affecting the reservoir performance. XHO reservoirs usually have significantly higher pressures than typical conventional heavy-oil reservoirs, where CSI has been applied commercially. Therefore, pressure in these reservoirs must be reduced before CSI can begin. Cyclic steam stimulation (CSS) after the initial stage of PP can be used to accelerate pressure reduction in the reservoir, while providing additional recovery. Our results demonstrate that geological features such as shale baffles have a significant impact on delaying pressure reduction during PP and CSS. Under a broad range of conditions investigated in this study, PP for 1 year followed by CSS for 4 years has been found to be successful in reducing pressure to the target pressure for CSI. High pressure drop in the horizontal steam injector can cause pressure near the toe region of the injector to be lower than the producer pressure. This results in poor steam injection and poor steam-chest development in that region, thus greatly reducing the efficiency of the thermal-recovery process. We quantify pressure drop in a horizontal steam injector and its impact on the thermal performance and suggest a novel well configuration that uses two injectors for every long producer during CSI. The proposed configuration with a sequential development plan can significantly improve economics of the projects. A novel probabilistic work flow for a full-field (FF) development plan (PP, CSS, and CSI) of XHO reservoirs provides robust production forecast during the entire life cycle. The work flow developed and the insights obtained would be very valuable in preparing effective exploitation plans and optimal facility design, a key economic variable in large projects of developing giant XHO reservoirs.
add ClaimPlease grant OpenAIRE to access and update your ORCID works.This Research product is the result of merged Research products in OpenAIRE.
You have already added works in your ORCID record related to the merged Research product.This Research product is the result of merged Research products in OpenAIRE.
You have already added works in your ORCID record related to the merged Research product.more_vert add ClaimPlease grant OpenAIRE to access and update your ORCID works.This Research product is the result of merged Research products in OpenAIRE.
You have already added works in your ORCID record related to the merged Research product.This Research product is the result of merged Research products in OpenAIRE.
You have already added works in your ORCID record related to the merged Research product.description Publicationkeyboard_double_arrow_right Article , Other literature type , Journal 2013Publisher:Zenodo Authors: Farshad Kheiri;doi: 10.5281/zenodo.2666188 , 10.5281/zenodo.2664196 , 10.5281/zenodo.2818961 , 10.5281/zenodo.2664197 , 10.5281/zenodo.2824737 , 10.5281/zenodo.2662623 , 10.5281/zenodo.2861654 , 10.5281/zenodo.2839667 , 10.5281/zenodo.2830020 , 10.5281/zenodo.2662624 , 10.5281/zenodo.2864580 , 10.5281/zenodo.2666189 , 10.5281/zenodo.2671886 , 10.5281/zenodo.2663239 , 10.5281/zenodo.2812169 , 10.5281/zenodo.2663238 , 10.5281/zenodo.2662221 , 10.5281/zenodo.2668850 , 10.5281/zenodo.2824738 , 10.5281/zenodo.2812170 , 10.5281/zenodo.2830021 , 10.5281/zenodo.2813508 , 10.5281/zenodo.2665158 , 10.5281/zenodo.1093166 , 10.5281/zenodo.2839668 , 10.5281/zenodo.2665159 , 10.5281/zenodo.2668851 , 10.5281/zenodo.2661567 , 10.5281/zenodo.2662222 , 10.5281/zenodo.2823870 , 10.5281/zenodo.2671885 , 10.5281/zenodo.2837146 , 10.5281/zenodo.2818960 , 10.5281/zenodo.2861655 , 10.5281/zenodo.2827351 , 10.5281/zenodo.2823869 , 10.5281/zenodo.2661568 , 10.5281/zenodo.1093167 , 10.5281/zenodo.2813507 , 10.5281/zenodo.2827352 , 10.5281/zenodo.2864579 , 10.5281/zenodo.2837147
doi: 10.5281/zenodo.2666188 , 10.5281/zenodo.2664196 , 10.5281/zenodo.2818961 , 10.5281/zenodo.2664197 , 10.5281/zenodo.2824737 , 10.5281/zenodo.2662623 , 10.5281/zenodo.2861654 , 10.5281/zenodo.2839667 , 10.5281/zenodo.2830020 , 10.5281/zenodo.2662624 , 10.5281/zenodo.2864580 , 10.5281/zenodo.2666189 , 10.5281/zenodo.2671886 , 10.5281/zenodo.2663239 , 10.5281/zenodo.2812169 , 10.5281/zenodo.2663238 , 10.5281/zenodo.2662221 , 10.5281/zenodo.2668850 , 10.5281/zenodo.2824738 , 10.5281/zenodo.2812170 , 10.5281/zenodo.2830021 , 10.5281/zenodo.2813508 , 10.5281/zenodo.2665158 , 10.5281/zenodo.1093166 , 10.5281/zenodo.2839668 , 10.5281/zenodo.2665159 , 10.5281/zenodo.2668851 , 10.5281/zenodo.2661567 , 10.5281/zenodo.2662222 , 10.5281/zenodo.2823870 , 10.5281/zenodo.2671885 , 10.5281/zenodo.2837146 , 10.5281/zenodo.2818960 , 10.5281/zenodo.2861655 , 10.5281/zenodo.2827351 , 10.5281/zenodo.2823869 , 10.5281/zenodo.2661568 , 10.5281/zenodo.1093167 , 10.5281/zenodo.2813507 , 10.5281/zenodo.2827352 , 10.5281/zenodo.2864579 , 10.5281/zenodo.2837147
{"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.
add ClaimPlease grant OpenAIRE to access and update your ORCID works.This Research product is the result of merged Research products in OpenAIRE.
You have already added works in your ORCID record related to the merged Research product.This Research product is the result of merged Research products in OpenAIRE.
You have already added works in your ORCID record related to the merged Research product.more_vert add ClaimPlease grant OpenAIRE to access and update your ORCID works.This Research product is the result of merged Research products in OpenAIRE.
You have already added works in your ORCID record related to the merged Research product.This Research product is the result of merged Research products in OpenAIRE.
You have already added works in your ORCID record related to the merged Research product.description Publicationkeyboard_double_arrow_right Article , Journal 2013Publisher:Elsevier BV Authors: W.F.G. van Rooijen;Abstract For fast reactor design and analysis, our laboratory uses, amongst others, the ERANOS code system. Unfortunately, the publicly available version of ERANOS does not have the most recent nuclear data. Therefore, it was decided to implement an integrated processing system to generate cross sections libraries for the ECCO cell code, as well as covariance data. Cross sections are generated from the original ENDF files. For our purposes, it is important to ascertain that the ECCO cross section libraries are of adequate quality to allow design and analysis of advanced fast reactors in an academic context. In this paper, we present an analysis of the MZA/MZB benchmarks with nuclear data from JENDL-4.0, JEFF-3.1.2 and ENDF/B-VII.1. Results are that reactivity is generally well predicted, with an uncertainty of about 1% due to covariances of the nuclear data. Reaction rate ratios are satisfactorily calculated, as well as the flux spectrum and reaction rate traverses. Some problems remain: the magnitude of the void effect is not satisfactorily calculated, and reaction rate traverses are not always satisfactorily calculated. On the whole, the ECCO libraries are sufficient for design and analysis tasks in an academic context. For high-precision calculations, such as required for licensing tasks and detailed design calculations, data adjustment is still necessary as the “native” covariance data in the ENDF files is not accurate enough.
add ClaimPlease grant OpenAIRE to access and update your ORCID works.This Research product is the result of merged Research products in OpenAIRE.
You have already added works in your ORCID record related to the merged Research product.This Research product is the result of merged Research products in OpenAIRE.
You have already added works in your ORCID record related to the merged Research product.more_vert add ClaimPlease grant OpenAIRE to access and update your ORCID works.This Research product is the result of merged Research products in OpenAIRE.
You have already added works in your ORCID record related to the merged Research product.This Research product is the result of merged Research products in OpenAIRE.
You have already added works in your ORCID record related to the merged Research product.description Publicationkeyboard_double_arrow_right Article , Journal 1997Publisher:Elsevier BV S. Granville; M.C.A. Lima; J.C.O. Mello; S. Alvarenga; Mario V. F. Pereira;Abstract This paper describes an integrated framework to evaluate short-run marginal costs (SRMC) in hydrothermal systems, taking into account the chronological aspects of reservoir operation, transmission constraints, equipment failures, hydrological variation and load uncertainty. The resulting SRMC values are used to calculate circuit revenues, which are then compared with investment requirements. It is shown that the representation of these probabilistic factors substantially increases revenues, in contrast with the widely reported under-recovery found in studies which only represent normal operating conditions. Case studies with the Brazilian North-Northeastern system are presented and discussed.
Electric Power Syste... arrow_drop_down Electric Power Systems ResearchArticle . 1997 . Peer-reviewedLicense: Elsevier TDMData sources: Crossrefadd ClaimPlease grant OpenAIRE to access and update your ORCID works.This Research product is the result of merged Research products in OpenAIRE.
You have already added works in your ORCID record related to the merged Research product.This Research product is the result of merged Research products in OpenAIRE.
You have already added works in your ORCID record related to the merged Research product.more_vert Electric Power Syste... arrow_drop_down Electric Power Systems ResearchArticle . 1997 . Peer-reviewedLicense: Elsevier TDMData sources: Crossrefadd ClaimPlease grant OpenAIRE to access and update your ORCID works.This Research product is the result of merged Research products in OpenAIRE.
You have already added works in your ORCID record related to the merged Research product.This Research product is the result of merged Research products in OpenAIRE.
You have already added works in your ORCID record related to the merged Research product.description Publicationkeyboard_double_arrow_right Article , Journal 2020Publisher:Elsevier BV Bosheng Su; Bosheng Su; Haifeng Wu; Haifeng Wu; Qibin Liu; Jie Zheng; Gengxin Xie; Shaopeng Guo; Shaopeng Guo;Abstract To alleviate the shortage of natural gas resource and ease carbon emissions, a novel solar-driven combined cooling, heating and power (CCHP) system is designed and optimized using the genetic algorithm in the work. Different from the process of direct combustion in a conventional CCHP system, natural gas is firstly converted into syngas by a solar-driven natural gas reforming step, which is consumed in an efficient tri-generation system. Energy, economic and environmental evaluations on five office buildings in different climate zones in China are implemented to validate the advantages of the proposed system. Results show that the annual maximum primary energy saving, total cost saving, and CO2 emission reduction are 69.76%, 49.80%, and 71.55%, respectively. The system located in severe cold zones, where solar energy is abundant and building requires more heat load in whole year, achieves the highest benefits in comparison with separate systems. Furthermore, the sensitivities on the price fluctuations of electricity, natural gas and solar field to the system profits are investigated, which indicates that the influence of electricity price on the system performance is the most significant. Thus, a promising method for reducing the natural gas consumption and improving the utilization efficiency of solar energy is provided.
add ClaimPlease grant OpenAIRE to access and update your ORCID works.This Research product is the result of merged Research products in OpenAIRE.
You have already added works in your ORCID record related to the merged Research product.This Research product is the result of merged Research products in OpenAIRE.
You have already added works in your ORCID record related to the merged Research product.more_vert add ClaimPlease grant OpenAIRE to access and update your ORCID works.This Research product is the result of merged Research products in OpenAIRE.
You have already added works in your ORCID record related to the merged Research product.This Research product is the result of merged Research products in OpenAIRE.
You have already added works in your ORCID record related to the merged Research product.description Publicationkeyboard_double_arrow_right Article , Journal 2018Publisher:Institute of Electrical and Electronics Engineers (IEEE) Authors: Armando M. Leite da Silva; Jose F. da Costa Castro; Roy Billinton;This work presents a new method to evaluate generation reserve margins in systems with renewable sources. In assessing the adequacy of generation reserve amounts, besides failures in generating units, their capacity intermittencies, unavailability, and capacity limits of the transmission system are duly considered. Risk indices are evaluated using quasi-sequential Monte Carlo simulation techniques. The cross-entropy method is used to treat rare events and also to identify critical equipment for operation in each scenario. The proposed method is applied to the original IEEE RTS system and to a modified configuration with insertion of wind power plants. A subsystem of the Brazilian interconnected network is also used to illustrate the practicality of the proposed method.
IEEE Transactions on... arrow_drop_down IEEE Transactions on Power SystemsArticle . 2018 . Peer-reviewedLicense: IEEE CopyrightData sources: Crossrefadd ClaimPlease grant OpenAIRE to access and update your ORCID works.This Research product is the result of merged Research products in OpenAIRE.
You have already added works in your ORCID record related to the merged Research product.This Research product is the result of merged Research products in OpenAIRE.
You have already added works in your ORCID record related to the merged Research product.more_vert IEEE Transactions on... arrow_drop_down IEEE Transactions on Power SystemsArticle . 2018 . Peer-reviewedLicense: IEEE CopyrightData sources: Crossrefadd ClaimPlease grant OpenAIRE to access and update your ORCID works.This Research product is the result of merged Research products in OpenAIRE.
You have already added works in your ORCID record related to the merged Research product.This Research product is the result of merged Research products in OpenAIRE.
You have already added works in your ORCID record related to the merged Research product.description Publicationkeyboard_double_arrow_right Article 2024Publisher:MDPI AG Florin Ioan Bode; Titus Otniel Joldos; Gabriel Mihai Sirbu; Paul Danca; Costin Cosoiu; Ilinca Nastase;doi: 10.3390/en17122930
Thermal comfort is very important for the well-being and safety of vehicle occupants, as discomfort can elevate stress, leading to distracted attention and slower reaction times. This creates a riskier driving environment. Addressing this, high-induction air diffusers emerge as a significant innovation, enhancing indoor environmental quality (IEQ) by efficiently mixing cool air from the heating ventilation and air conditioning (HVAC) system with the cabin’s ambient air. This process ensures uniform airflow, diminishes temperature discrepancies, prevents draft sensations, and boosts overall air quality by improving air circulation. In addition to enhancing thermal comfort in vehicles, the novel air diffuser also offers significant potential for personalized ventilation systems, allowing for individualized control over airflow and temperature, thereby catering to the specific comfort needs of each occupant. This study introduces a novel air diffuser that demonstrates a 48% improvement in air entrainment compared to traditional diffusers, verified through Ansys Fluent simulations and laser Doppler velocimetry (LDV) measurements. At a fresh airflow rate of 31.79 m3/h, the total air entrainment rate at 0.6 m for the standard air diffuser is 73.36 m3/h, while for the innovative air diffuser, it is 109.26 m3/h. This solution has the potential to increase the level of thermal comfort and air quality within vehicles, and also signals potential applications across various enclosed spaces, underscoring its importance in advancing automotive safety and environmental standards.
add ClaimPlease grant OpenAIRE to access and update your ORCID works.This Research product is the result of merged Research products in OpenAIRE.
You have already added works in your ORCID record related to the merged Research product.This Research product is the result of merged Research products in OpenAIRE.
You have already added works in your ORCID record related to the merged Research product.more_vert add ClaimPlease grant OpenAIRE to access and update your ORCID works.This Research product is the result of merged Research products in OpenAIRE.
You have already added works in your ORCID record related to the merged Research product.This Research product is the result of merged Research products in OpenAIRE.
You have already added works in your ORCID record related to the merged Research product.description Publicationkeyboard_double_arrow_right Article , Preprint , Journal 2022Embargo end date: 01 Jan 2021Publisher:Institute of Electrical and Electronics Engineers (IEEE) Ana Radovanovic; Bokan Chen; Saurav Talukdar; Binz Roy; Alexandre Duarte; Mahya Shahbazi;Datacenter power demand has been continuously growing and is the key driver of its cost. An accurate mapping of compute resources (CPU, RAM, etc.) and hardware types (servers, accelerators, etc.) to power consumption has emerged as a critical requirement for major Web and cloud service providers. With the global growth in datacenter capacity and associated power consumption, such models are essential for important decisions around datacenter design and operation. In this paper, we discuss two classes of statistical power models designed and validated to be accurate, simple, interpretable and applicable to all hardware configurations and workloads across hyperscale datacenters of Google fleet. To the best of our knowledge, this is the largest scale power modeling study of this kind, in both the scope of diverse datacenter planning and real-time management use cases, as well as the variety of hardware configurations and workload types used for modeling and validation. We demonstrate that the proposed statistical modeling techniques, while simple and scalable, predict power with less than 5% Mean Absolute Percent Error (MAPE) for more than 95% diverse Power Distribution Units (more than 2000) using only 4 features. This performance matches the reported accuracy of the previous started-of-the-art methods, while using significantly less features and covering a wider range of use cases.
IEEE Transactions on... arrow_drop_down https://dx.doi.org/10.48550/ar...Article . 2021License: arXiv Non-Exclusive DistributionData sources: Dataciteadd ClaimPlease grant OpenAIRE to access and update your ORCID works.This Research product is the result of merged Research products in OpenAIRE.
You have already added works in your ORCID record related to the merged Research product.This Research product is the result of merged Research products in OpenAIRE.
You have already added works in your ORCID record related to the merged Research product.more_vert IEEE Transactions on... arrow_drop_down https://dx.doi.org/10.48550/ar...Article . 2021License: arXiv Non-Exclusive DistributionData sources: Dataciteadd ClaimPlease grant OpenAIRE to access and update your ORCID works.This Research product is the result of merged Research products in OpenAIRE.
You have already added works in your ORCID record related to the merged Research product.This Research product is the result of merged Research products in OpenAIRE.
You have already added works in your ORCID record related to the merged Research product.
