Matches in SemOpenAlex for { <https://semopenalex.org/work/W4308814175> ?p ?o ?g. }
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- W4308814175 startingPage "126082" @default.
- W4308814175 abstract "The smart building-integrated photovoltaic (SBIPV) systems have become the important source of electricity in recent years. However, many sociological and engineering challenges caused by temporal and spatial changes on demand-side and supply-side remain. In this paper, the barriers and traditional data utilization of SBIPV system causing the above challenges are summarized. Data-driven SBIPV was firstly proposed, including four aspects: Data Sensing, Data Analysis, Data-driven Prediction, and Data-driven Optimization. Data sensing goes beyond the technical limitations of a single measurement and can build the bridge between demand- and supply-side. Then, the demand-side response and electricity changes in supply-side under various environmental changes will also become clear by Data Analysis. Data-driven Prediction of load and electricity supply for the SBIPV is the basis of energy management. Data-driven Optimization is the combination of demand-side trading and disturbed system optimization in the field of engineering and sociology. Furthermore, the perspective of data-driven SBIPV, technologies and models, including all four data-driven features to make automated operational decisions on demand- and supply-side are also explored. The data -driven SBIPV system requiring much greater policy ambition and more effort from both supply and demand side, especially in the areas of data integration and the mitigation of SBIPV system." @default.
- W4308814175 created "2022-11-16" @default.
- W4308814175 creator A5002646361 @default.
- W4308814175 creator A5014708668 @default.
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- W4308814175 creator A5028046346 @default.
- W4308814175 creator A5030898354 @default.
- W4308814175 creator A5087431334 @default.
- W4308814175 date "2023-01-01" @default.
- W4308814175 modified "2023-10-14" @default.
- W4308814175 title "A review of data-driven smart building-integrated photovoltaic systems: Challenges and objectives" @default.
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