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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: orcid bw Whiffen, Radenka Krsmanovic;
    Whiffen, Radenka Krsmanovic
    ORCID
    Derived by OpenAIRE algorithms or harvested from 3rd party repositories

    Whiffen, Radenka Krsmanovic in OpenAIRE
    De Santis, Giuseppe; Cognini, Francesco; Montone, Amelia;

    Pyroelectric energy harvesting has the ability to transform wasted heat into useful energy and as such has a potential to create “green” energy from freely available sources such as ambient temperature changes, and contribute to the fight against climate change. Current pyroelectrics applications are limited to low-power electronics, portable systems or tasks needing only very low range of power (μW–mW). Developing further this highly promising technology should ultimately lead to the creation of more powerful, autonomous and self-powered electronic devices that could one day use to recycle currently “lost” thermal energy to power electronic devices in both domestic and industrial settings. To the best of our knowledge, hexagonal phase ZnS (wurtzite ZnS) has not been studied as a possible energy harvesting pyroelectric material despite w-ZnS being isostructural to the well-exploited and widely praised hexagonal ZnO [1]. In addition, the Tc temperature (1020 ˚C for bulk material) is high enough for ZnS that it has the ability to operate at higher temperature that are good match with the working temperature of power plants and automobiles, and hence w-ZnS ceramics should have a potential to be used in pyroelectric harvesters of waste heat coming from those activities [2]. Here we report on the pyroelectric output registered for a wurtzite phase ZnS ceramic fabricated as part of our project. To probe the pyroelectric output for a w-ZnS ceramic a simple device (a “pyro-cell”) was created by evaporating gold electrods on both sides of a ceramic sample, which was mounted on a Cu-metalized rectangular insulating base (vetronite) using silver paint. This device is stable from room temperature up to approximately 180°C. Two different heating and cooling testing set-ups were established: Set-up n°1 used an industrial scale laser, providing a source with fast temperature change, and Set-up n°2 had a standard lab hot plate heating element, providing a much slower temperature change. The characterization required an accurate measurement of the currents of the order of 10-9 A. In addition, using the Pyroelectric Test System (PK‐SPIV17T, State College, PA, USA) with a Keithley 6517 B Picoammeter, we were able to measure the pyroelectric coefficient and monitor its change at different frequencies as a function of temperature from 20 °C up to 150° C, with a heating rate of between 2 and 10 °C/min. Figure 1: Pyroelectric current measurements on an ZnS ceramic sample, using testing set-up n°1. The horizontal axis shows the time (seconds). References [1] Y. Yang, W. Guo, K.C. Pradel, G. Zhu, Y. Zhou, Y. Zhang, Y. Hu, L. Lin, Z. Lin Wang, “Pyroelectric Nanogenerators for Harvesting Thermoelectric Energy”, Nano Lett, 12 (6), 2012, 2833–2838 [2] L.A. Chavez, F.O. Zayas Jimenez, B.R. Wilburn, L.C. Delfin, H. Kim, N. Love, Y. Lin, “Characterization of Thermal Energy Harvesting Using Pyroelectric Ceramics at Elevated Temperatures”, Energy Harvesting and Systems, 5(1-2), 2018, 3–10 This project was also partially supported by the Piano triennale di realizzazione 2019-2021 della ricerca di sistema elettrico nazionale – Progetto 1.3 Materiali di frontiera per usi energetici (C.U.P. code: I34I19005780001).

    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
    Other literature type . 2021
    License: CC BY
    Data sources: ZENODO
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    ZENODO
    Conference object . 2021
    License: CC BY
    Data sources: Datacite
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      ZENODO
      Conference object . 2021
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      Data sources: Datacite
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      ZENODO
      Other literature type . 2021
      License: CC BY
      Data sources: ZENODO
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      ZENODO
      Conference object . 2021
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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/
    Authors: orcid Nicolas Heymans;
    Nicolas Heymans
    ORCID
    Harvested from ORCID Public Data File

    Nicolas Heymans in OpenAIRE
    Emilie Courbon; Jacques Bougard; orcid Oleksandr Skrylnyk;
    Oleksandr Skrylnyk
    ORCID
    Harvested from ORCID Public Data File

    Oleksandr Skrylnyk in OpenAIRE
    +2 Authors

    Abstract The work discusses a problem of harvesting and upgrading of ultra-low grade heat with thermochemical energy storage technology for space and domestic water heating in residential area. The laboratory scale prototype, operating on the principle of an open packed bed sorption reactor and using moist air as a heat/mass transfer fluid, is experimented. The range of experimental air temperature was set to 17–40 °C, which corresponds to the typical range of domestic waste thermal energy. The tested sorbent was a salt-in-matrix composite material composed of a silica gel containing 43 wt.% of calcium chloride (CaCl2) salt. Hygrothermal behavior and energy performances of the prototype control volume filled with 245 g of material, representing the reactive front of a thermal wave, were analyzed at constant inlet hydration conditions (water vapor pressure of 12.5 mbar). The average temperature lift was recorded as 9–13 °C, representing the amplification of a supplied heat on 23% – 75% depending on the inlet temperature. The average specific thermal power inside the material bed was measured to be 168–267 W kg-1. The apparent energy density, based on the prototype control volume, ranged between 1.0 and 1.6 GJ m-3. Taking into account the heat of water vaporization, the coefficient of performance of the process was determined to be 0.96–1.57.

    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/ Energy Procediaarrow_drop_down
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    Energy Procedia
    Article . 2017 . Peer-reviewed
    License: CC BY NC ND
    Data sources: Crossref
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    Energy Procedia
    Article
    License: CC BY NC ND
    Data sources: UnpayWall
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      Energy Procedia
      Article . 2017 . Peer-reviewed
      License: CC BY NC ND
      Data sources: Crossref
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      Energy Procedia
      Article
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      Data sources: UnpayWall
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  • image/svg+xml Jakob Voss, based on art designer at PLoS, modified by Wikipedia users Nina and Beao Closed Access logo, derived from PLoS Open Access logo. This version with transparent background. http://commons.wikimedia.org/wiki/File:Closed_Access_logo_transparent.svg Jakob Voss, based on art designer at PLoS, modified by Wikipedia users Nina and Beao
    Authors: orcid Benetazzo A;
    Benetazzo A
    ORCID
    Harvested from ORCID Public Data File

    Benetazzo A in OpenAIRE
    orcid Bergamasco A;
    Bergamasco A
    ORCID
    Harvested from ORCID Public Data File

    Bergamasco A in OpenAIRE
    orcid Bonaldo D;
    Bonaldo D
    ORCID
    Harvested from ORCID Public Data File

    Bonaldo D in OpenAIRE
    orcid Falcieri F M;
    Falcieri F M
    ORCID
    Harvested from ORCID Public Data File

    Falcieri F M in OpenAIRE
    +3 Authors

    The paper describes formation and spreading of dense shelf waters in the Adriatic Sea (North Adriatic Dense Water, NAdDW) during the winter of 2012 as a consequence of an intense and long cold air outbreak of northeasterly Bora winds. As a result, during February 2012 northern Adriatic Sea water temperature dropped to about 6 degrees C and density exceeded 1030 kg/m(3), most likely the maximum value since 1929. NAdDW dynamics has been investigated by means of a 3-D ocean-wave coupled model running on a high resolution and eddy-permitting grid. The numerical experiments have relied on the Coupled-Ocean-Atmosphere-Wave-Sediment-Transport (COAWST) system forced one-way with atmospheric forcings provided by the model COSMO-17. A suite of observational data has been used to characterize the Bora event and evaluate numerical model performance. At sub-basin scales, the newly formed waters flowing southerly have produced a water renewal of the northern Adriatic, as more than 50% of water volumes have left the basin. Dense waters volume transports, evaluated through different Adriatic cross-sections, have been modulated by tides (damped for the densest water masses) and reached about 1 Sv. The contribution of wave-induced forcings has been quantified and examined, indicating that these represent a major driving mechanism during NAdDW production and spreading phases. This work provides evidence that NAdDW is spread accordingly with two different mechanisms: at early stages of its formation, the wind-driven ocean circulation pushes newly formed waters to leave the northern basin with relatively high speeds (about 0.30 m/s). Later on, remaining NAdDW leaks slowly out (0.09 m/s as average) from the production site. Residence times of dense waters in the north, middle, and south Adriatic Sea are also documented. (C) 2014 Elsevier Ltd. All rights reserved.

    image/svg+xml Jakob Voss, based on art designer at PLoS, modified by Wikipedia users Nina and Beao Closed Access logo, derived from PLoS Open Access logo. This version with transparent background. http://commons.wikimedia.org/wiki/File:Closed_Access_logo_transparent.svg Jakob Voss, based on art designer at PLoS, modified by Wikipedia users Nina and Beao CNR ExploRAarrow_drop_down
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    CNR ExploRA
    Article . 2014
    Data sources: CNR ExploRA
    image/svg+xml Jakob Voss, based on art designer at PLoS, modified by Wikipedia users Nina and Beao Closed Access logo, derived from PLoS Open Access logo. This version with transparent background. http://commons.wikimedia.org/wiki/File:Closed_Access_logo_transparent.svg Jakob Voss, based on art designer at PLoS, modified by Wikipedia users Nina and Beao
    Progress In Oceanography
    Article . 2014 . Peer-reviewed
    License: Elsevier TDM
    Data sources: Crossref
    image/svg+xml Jakob Voss, based on art designer at PLoS, modified by Wikipedia users Nina and Beao Closed Access logo, derived from PLoS Open Access logo. This version with transparent background. http://commons.wikimedia.org/wiki/File:Closed_Access_logo_transparent.svg Jakob Voss, based on art designer at PLoS, modified by Wikipedia users Nina and Beao
    IRIS Cnr
    Article . 2014
    Data sources: IRIS Cnr
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      image/svg+xml Jakob Voss, based on art designer at PLoS, modified by Wikipedia users Nina and Beao Closed Access logo, derived from PLoS Open Access logo. This version with transparent background. http://commons.wikimedia.org/wiki/File:Closed_Access_logo_transparent.svg Jakob Voss, based on art designer at PLoS, modified by Wikipedia users Nina and Beao CNR ExploRAarrow_drop_down
      image/svg+xml Jakob Voss, based on art designer at PLoS, modified by Wikipedia users Nina and Beao Closed Access logo, derived from PLoS Open Access logo. This version with transparent background. http://commons.wikimedia.org/wiki/File:Closed_Access_logo_transparent.svg Jakob Voss, based on art designer at PLoS, modified by Wikipedia users Nina and Beao
      CNR ExploRA
      Article . 2014
      Data sources: CNR ExploRA
      image/svg+xml Jakob Voss, based on art designer at PLoS, modified by Wikipedia users Nina and Beao Closed Access logo, derived from PLoS Open Access logo. This version with transparent background. http://commons.wikimedia.org/wiki/File:Closed_Access_logo_transparent.svg Jakob Voss, based on art designer at PLoS, modified by Wikipedia users Nina and Beao
      Progress In Oceanography
      Article . 2014 . Peer-reviewed
      License: Elsevier TDM
      Data sources: Crossref
      image/svg+xml Jakob Voss, based on art designer at PLoS, modified by Wikipedia users Nina and Beao Closed Access logo, derived from PLoS Open Access logo. This version with transparent background. http://commons.wikimedia.org/wiki/File:Closed_Access_logo_transparent.svg Jakob Voss, based on art designer at PLoS, modified by Wikipedia users Nina and Beao
      IRIS Cnr
      Article . 2014
      Data sources: IRIS Cnr
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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: orcid Fernando A. Costa Oliveira;
    Fernando A. Costa Oliveira
    ORCID
    Harvested from ORCID Public Data File

    Fernando A. Costa Oliveira in OpenAIRE
    orcid M. Alexandra Barreiros;
    M. Alexandra Barreiros
    ORCID
    Harvested from ORCID Public Data File

    M. Alexandra Barreiros in OpenAIRE
    orcid Anita Haeussler;
    Anita Haeussler
    ORCID
    Harvested from ORCID Public Data File

    Anita Haeussler in OpenAIRE
    orcid Ana P. F. Caetano;
    Ana P. F. Caetano
    ORCID
    Harvested from ORCID Public Data File

    Ana P. F. Caetano in OpenAIRE
    +5 Authors

    Synthesis of cork-derived ceria ecoceramic, an emerging porous catalyst, for enhancing solar thermochemical water splitting.

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    image/svg+xml Jakob Voss, based on art designer at PLoS, modified by Wikipedia users Nina and Beao Closed Access logo, derived from PLoS Open Access logo. This version with transparent background. http://commons.wikimedia.org/wiki/File:Closed_Access_logo_transparent.svg Jakob Voss, based on art designer at PLoS, modified by Wikipedia users Nina and Beao
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    Sustainable Energy & Fuels
    Article . 2020 . Peer-reviewed
    License: Royal Society of Chemistry Licence to Publish
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      image/svg+xml Jakob Voss, based on art designer at PLoS, modified by Wikipedia users Nina and Beao Closed Access logo, derived from PLoS Open Access logo. This version with transparent background. http://commons.wikimedia.org/wiki/File:Closed_Access_logo_transparent.svg Jakob Voss, based on art designer at PLoS, modified by Wikipedia users Nina and Beao
      image/svg+xml Jakob Voss, based on art designer at PLoS, modified by Wikipedia users Nina and Beao Closed Access logo, derived from PLoS Open Access logo. This version with transparent background. http://commons.wikimedia.org/wiki/File:Closed_Access_logo_transparent.svg Jakob Voss, based on art designer at PLoS, modified by Wikipedia users Nina and Beao
      Sustainable Energy & Fuels
      Article . 2020 . Peer-reviewed
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    Authors: TONINI F; orcid DIVINO, Fabio;
    DIVINO, Fabio
    ORCID
    Harvested from ORCID Public Data File

    DIVINO, Fabio in OpenAIRE
    orcid JONA LASINIO G;
    JONA LASINIO G
    ORCID
    Harvested from ORCID Public Data File

    JONA LASINIO G in OpenAIRE
    HOCHMAIR H. H; +1 Authors

    Predicting the potential habitat of species under both current and future climate change scenarios is crucial for monitoring invasive species and understanding a species' response to different environmental conditions. Frequently, the only data available on a species is the location of its occurrence (presence-only data). Using occurrence records only, two models were used to predict the geographical distribution of two destructive invasive termite species, Coptotermes gestroi (Wasmann) and Coptotermes formosanus Shiraki. The first model uses a Bayesian linear logistic regression approach adjusted for presence-only data while the second one is the widely used maximum entropy approach (Maxent). Results show that the predicted distributions of both C. gestroi and C. formosanus are strongly linked to urban development. The impact of future scenarios such as climate warming and population growth on the biotic distribution of both termite species was also assessed. Future climate warming seems to affect their projected probability of presence to a lesser extent than population growth. The Bayesian logistic approach outperformed Maxent consistently in all models according to evaluation criteria such as model sensitivity and ecological realism. The importance of further studies for an explicit treatment of residual spatial autocorrelation and a more comprehensive comparison between both statistical approaches is suggested.

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    Environmental Entomology
    Article . 2014 . Peer-reviewed
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      Environmental Entomology
      Article . 2014 . Peer-reviewed
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    Authors: orcid Carlo Ingrao;
    Carlo Ingrao
    ORCID
    Harvested from ORCID Public Data File

    Carlo Ingrao in OpenAIRE
    orcid Jacopo Bacenetti;
    Jacopo Bacenetti
    ORCID
    Harvested from ORCID Public Data File

    Jacopo Bacenetti in OpenAIRE
    orcid Janusz Adamczyk;
    Janusz Adamczyk
    ORCID
    Harvested from ORCID Public Data File

    Janusz Adamczyk in OpenAIRE
    orcid Valentina Ferrante;
    Valentina Ferrante
    ORCID
    Harvested from ORCID Public Data File

    Valentina Ferrante in OpenAIRE
    +2 Authors

    Abstract This literature review was built upon recently published articles on Life Cycle Assessments (LCAs) of agricultural biogas plants, to: enhance understanding of the relevant literature in the field and the related question by readers worldwide. It was designed to highlight methodological issues and impact indicators, which best represent this research field; consequently, they should be considered in performing environmental assessments of agro-biogas derived energy systems. The literature review highlighted the wide variability of environmental results due to the ways the feedstock mixtures were produced, managed, and supplied; and due to the regions in which the anaerobic digesters were located and operated. Differences were found to be related to the aim and function of the study and to the methodological approach used, especially for the development of the environmental impact assessments. Other differences resulted from the ways the energy produced was utilised, whether it was used as an input to the natural gas national grid, and/or if it was used within the production system. The authors of this review concluded that, although much progress has been made, many unsolved challenges and methodological choices must be addressed to further improve the robustness of LCA in relation to AD and to related approaches.

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    Renewable Energy
    Article . 2019 . Peer-reviewed
    License: Elsevier TDM
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    Authors: orcid ARCURI, Natale;
    ARCURI, Natale
    ORCID
    Harvested from ORCID Public Data File

    ARCURI, Natale in OpenAIRE
    orcid bw Carpino C;
    Carpino C
    ORCID
    Derived by OpenAIRE algorithms or harvested from 3rd party repositories

    Carpino C in OpenAIRE
    orcid DE SIMONE, Marilena;
    DE SIMONE, Marilena
    ORCID
    Harvested from ORCID Public Data File

    DE SIMONE, Marilena in OpenAIRE

    Abstract European and Italian standards establish high levels of energy performance of buildings that have to be designed considering their energy balance near zero. To achieve this goal, the reduction of energy demand, attainable by improving energy efficiency of the construction, and the use of renewable energy available both on site and off site are effective solutions to be applied. In particular, in buildings that use energy produced from renewable sources, due to their unstable and unpredictable nature, having the right strategy to compensate the variations is essential. A technical solution reevaluated as a consequence of passive design principles, is to provide an adequate thermal inertia in order to store energy when it is offered and to use it when the source is not available. In these cases, the ability of construction elements to retain heat becomes fundamental as they contribute to maintain internal comfort conditions. This paper aims to investigate how various types of heating and cooling systems, based on different modes of heat transfer, are able to interact differently with the thermal mass of the building, producing a different level of its activation. The investigation considers a case study used to carry out dynamic simulation by means of DesignBuilder which is a user interface of EnergyPlus. The model consists of a building with elementary geometry and a single thermal zone, delimited by walls with outside thermal insulation and a heat accumulation layer inside. The variation of the internal temperature by using different types of conditioning system is analyzed in order to individuate the technology that takes the greatest advantages from the thermal mass.

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    Energy Procedia
    Article . 2016 . Peer-reviewed
    License: CC BY NC ND
    Data sources: Crossref
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    Energy Procedia
    Article
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    Energy Procedia
    Article . 2016
    License: CC BY NC ND
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    Open Access Repository
    Article . 2016
    License: CC BY NC ND
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      Energy Procedia
      Article . 2016 . Peer-reviewed
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      Data sources: Crossref
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      Energy Procedia
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      Energy Procedia
      Article . 2016
      License: CC BY NC ND
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      Open Access Repository
      Article . 2016
      License: CC BY NC ND
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    Authors: orcid Luc Alaerts;
    Luc Alaerts
    ORCID
    Harvested from ORCID Public Data File

    Luc Alaerts in OpenAIRE
    orcid Michael Augustinus;
    Michael Augustinus
    ORCID
    Harvested from ORCID Public Data File

    Michael Augustinus in OpenAIRE
    orcid Karel Van Acker;
    Karel Van Acker
    ORCID
    Harvested from ORCID Public Data File

    Karel Van Acker in OpenAIRE

    Bio-based plastics are increasingly appearing in a range of consumption products, and after use they often end up in technical recycling chains. Bio-based plastics are different from fossil-based ones and could disturb the current recycling of plastics and hence inhibit the closure of plastic cycles, which is undesirable given the current focus on a transition towards a circular economy. In this paper, this risk has been assessed via three elaborated case studies using data and information retrieved through an extended literature search. No overall risks were revealed for bio-based plastics as a group; rather, every bio-based plastic is to be considered as a potential separate source of contamination in current recycling practices. For PLA (polylactic acid), a severe incompatibility with PET (polyethylene terephthalate) recycling is known; hence, future risks are assessed by measuring amounts of PLA ending up in PET waste streams. For PHA (polyhydroxy alkanoate) there is no risk currently, but it will be crucial to monitor future application development. For PEF (polyethylene furanoate), a particular approach for contamination-related issues has been included in the upcoming market introduction. With respect to developing policy, it is important that any introduction of novel plastics is well guided from a system perspective and with a particular eye on incompatibilities with current and upcoming practices in the recycling of plastics.

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    Sustainability
    Article . 2018 . Peer-reviewed
    License: CC BY
    Data sources: Crossref
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    Sustainability
    Article
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    Data sources: UnpayWall
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    Sustainability
    Article . 2018
    Data sources: DOAJ
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      Sustainability
      Article . 2018 . Peer-reviewed
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      Data sources: Crossref
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      Sustainability
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      Sustainability
      Article . 2018
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    Authors: Mirco Andreotti; orcid Dario Bottino-Leone;
    Dario Bottino-Leone
    ORCID
    Harvested from ORCID Public Data File

    Dario Bottino-Leone in OpenAIRE
    orcid Marta Calzolari;
    Marta Calzolari
    ORCID
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    Marta Calzolari in OpenAIRE
    orcid bw Pietromaria Davoli;
    Pietromaria Davoli
    ORCID
    Derived by OpenAIRE algorithms or harvested from 3rd party repositories

    Pietromaria Davoli in OpenAIRE
    +3 Authors

    The hygrothermal behaviour of an internally insulated historic wall is still hard to predict, mainly because the physical characteristics of the materials composing the historic wall are unknown. In this study, the hygrothermal assessment of an internally thermal insulated masonry wall of an historic palace located in Ferrara, in Italy, is shown. In situ non-destructive monitoring method is combined with a hygrothermal simulation tool, aiming to better analyse and discuss future refurbishment scenarios. In this context, the original U-value of the wall (not refurbished) is decreased from 1.44 W/m2K to 0.26 W/m2K (10 cm stone wool). Under the site specific conditions of this wall, not reached by the sun or rain, it was verified that even in the absence of vapour barrier, no frost damage is likely to occur and the condensation risk is very limited. Authors proposed further discussion based on simulation. The results showed that the introduction of a second gypsum board to the studied technology compensated such absence, while the reduction of the insulation material thickness provides a reduction of RH peaks in the interstitial area by 1%; this second solution proved to be more efficient, providing a 3% RH reduction and the avoidance of further thermal losses.

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    Energies
    Article
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    Energies
    Article . 2020 . Peer-reviewed
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    Energies
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    Energies
    Article . 2020
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      Article . 2020
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      Energies
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    Authors: orcid CAPOZZOLI, ALFONSO;
    CAPOZZOLI, ALFONSO
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    CAPOZZOLI, ALFONSO in OpenAIRE
    GRASSI, DANIELE; orcid PISCITELLI, MARCO SAVINO;
    PISCITELLI, MARCO SAVINO
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    PISCITELLI, MARCO SAVINO in OpenAIRE
    orcid SERALE, GIANLUCA;
    SERALE, GIANLUCA
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    Harvested from ORCID Public Data File

    SERALE, GIANLUCA in OpenAIRE

    AbstractIn this paper, a dataset of 92,906 dwellings was analysed adopting data mining techniques for the classification of heating and domestic hot water primary energy demand and for the evaluation of the most influencing factors. The sample was classified in three energy demand categorical variables (Low, Medium, High) considering different geometrical and physical attributes. The output of the model made it possible to set reference threshold values among the physical variables. Moreover, high energy demand dwellings were analysed in depth using a k-means algorithm in order to evaluate the design variables which need to be considered in a refurbishment process.

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    Energy Procedia
    Article . 2015 . Peer-reviewed
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    Energy Procedia
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    License: implied-oa
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    Energy Procedia
    Article . 2015
    License: CC BY NC ND
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    http://dx.doi.org/10.1016/j.eg...
    Article . Peer-reviewed
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      Energy Procedia
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      Energy Procedia
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      License: implied-oa
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      Energy Procedia
      Article . 2015
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      http://dx.doi.org/10.1016/j.eg...
      Article . Peer-reviewed
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