LEADER 05083nam 2201189z- 450 001 9910557116603321 005 20231214133558.0 035 $a(CKB)5400000000040880 035 $a(oapen)https://directory.doabooks.org/handle/20.500.12854/68684 035 $a(EXLCZ)995400000000040880 100 $a20202105d2020 |y 0 101 0 $aeng 135 $aurmn|---annan 181 $ctxt$2rdacontent 182 $cc$2rdamedia 183 $acr$2rdacarrier 200 10$aOpen Data and Energy Analytics 210 $aBasel, Switzerland$cMDPI - Multidisciplinary Digital Publishing Institute$d2020 215 $a1 electronic resource (218 p.) 311 $a3-03936-218-6 311 $a3-03936-219-4 330 $aOpen data and policy implications coming from data-aware planning entail collection and pre- and postprocessing as operations of primary interest. Before these steps, making data available to people and their decision-makers is a crucial point. Referring to the relationship between data and energy, public administrations, governments, and research bodies are promoting the construction of reliable and robust datasets to pursue policies coherent with the Sustainable Development Goals, as well as to allow citizens to make informed choices. Energy engineers and planners must provide the simplest and most robust tools to collect, process, and analyze data in order to offer solid data-based evidence for future projections in building, district, and regional systems planning. This Special Issue aims at providing the state-of-the-art on open-energy data analytics; its availability in the different contexts, i.e., country peculiarities; and its availability at different scales, i.e., building, district, and regional for data-aware planning and policy-making. For all the aforementioned reasons, we encourage researchers to share their original works on the field of open data and energy analytics. Topics of primary interest include but are not limited to the following: 1. Open data and energy sustainability; 2. Open data science and energy planning; 3. Open science and open governance for sustainable development goals; 4. Key performance indicators of data-aware energy modelling, planning, and policy; 5. Energy, water, and sustainability database for building, district, and regional systems; 6. Best practices and case studies. 606 $aResearch & information: general$2bicssc 610 $adata envelopment analysis 610 $aKohonen self-organizing maps 610 $afactor analysis 610 $amultiple regression 610 $aenergy efficiency 610 $asocial media 610 $aenergy-consuming activities 610 $aenergy consumption 610 $amachine learning 610 $aontology 610 $aenergy performance certificate 610 $aheating energy demand 610 $abuildings 610 $adata mining 610 $aclassification 610 $aregression 610 $adecision tree 610 $asupport vector machine 610 $arandom forest 610 $aartificial neural network 610 $aopen data 610 $aelectrification modelling 610 $aMalawi 610 $aOnSSET 610 $aMESSAGEix 610 $areproducibility 610 $acollaborative work 610 $aopen modelling and data 610 $adata-handling 610 $aintegrated assessment modelling 610 $adata pre- and post-processing 610 $aspace heating 610 $adomestic hot water 610 $amarket assessment 610 $aEU28 610 $adistrict heating 610 $adata analytics 610 $abig data 610 $aforecasting 610 $aenergy 610 $apolygeneration 610 $aclustering 610 $akNN 610 $apattern recognition 610 $aheating 610 $abuilding stock 610 $aheat map 610 $aspatial analysis 610 $aheat density map 610 $abuilding performance simulation 610 $aparametric modelling 610 $aenergy management 610 $amodel calibration 610 $aPassive House 610 $aenergy planning 610 $aenergy potential mapping 610 $aurban energy atlas 610 $aurban energy transition 610 $aenergy data 610 $adata-aware planning 610 $aspatial planning 610 $aopen data analytics 610 $asmart cities 610 $aopen energy governance 610 $aurban database 610 $aenergy mapping 610 $abuilding dataset 610 $aenergy modelling 615 7$aResearch & information: general 700 $aNastasi$b Benedetto$4edt$01302975 702 $aManfren$b Massimiliano$4edt 702 $aNoussan$b Michel$4edt 702 $aNastasi$b Benedetto$4oth 702 $aManfren$b Massimiliano$4oth 702 $aNoussan$b Michel$4oth 906 $aBOOK 912 $a9910557116603321 996 $aOpen Data and Energy Analytics$93028798 997 $aUNINA