FRINK Linked Data Fragments server

Matches in SemOpenAlex for { <https://semopenalex.org/work/W4386192269> ?p ?o ?g. }

• W4386192269 endingPage "128919" @default.
• W4386192269 startingPage "128919" @default.
• W4386192269 abstract "The selection of suitable locations for rooftop photovoltaic projects (RPVP) is critical for optimizing power generation efficiency and return on investment. However, traditional methods of site selection that rely on subjective assessments of index weights can compromise accuracy, while complex calculations may limit adaptability to changing real-world data. In this study, we proposed a data-driven ensemble learning framework that integrates socio-economic, environmental, climate, and geography factors to optimize RPVP site selection. Using data from 1589 counties in China, we mapped eight criteria to feature variables to facilitate machine learning classification. Furthermore, the K-means algorithm was employed to enhance the model's robustness against outliers. The findings indicate that the proposed stacking model exhibits superior performance in comparison to other classifiers, as evidenced by the higher scores of performance metrics. Specifically, for positive instance prediction, the stacking model achieves the highest Precision scores. According to the rankings of Precision scores derived from the four ensembled models, we categorized counties suitable for RPVP development into five priority tiers. The ensemble learning framework provides a valuable and reusable tool for advancing county-level RPVP site selection and serves as a motivation for selecting other renewable power plant sites." @default.
• W4386192269 created "2023-08-27" @default.
• W4386192269 creator A5013317213 @default.
• W4386192269 creator A5033779181 @default.
• W4386192269 creator A5071643552 @default.
• W4386192269 date "2023-12-01" @default.
• W4386192269 modified "2023-09-28" @default.
• W4386192269 title "An ensemble learning framework for rooftop photovoltaic project site selection" @default.
• W4386192269 cites W1963538721 @default.
• W4386192269 cites W1976540111 @default.
• W4386192269 cites W2340309601 @default.
• W4386192269 cites W2581811121 @default.
• W4386192269 cites W2599544744 @default.
• W4386192269 cites W2793193245 @default.
• W4386192269 cites W2799776568 @default.
• W4386192269 cites W2807698550 @default.
• W4386192269 cites W2810380643 @default.
• W4386192269 cites W2900148351 @default.
• W4386192269 cites W2954731059 @default.
• W4386192269 cites W2979884560 @default.
• W4386192269 cites W2996138839 @default.
• W4386192269 cites W3041625772 @default.
• W4386192269 cites W3112648666 @default.
• W4386192269 cites W3119717337 @default.
• W4386192269 cites W3163851971 @default.
• W4386192269 cites W3164609291 @default.
• W4386192269 cites W3164743728 @default.
• W4386192269 cites W3216046978 @default.
• W4386192269 cites W4200509575 @default.
• W4386192269 cites W4205904815 @default.
• W4386192269 cites W4226221652 @default.
• W4386192269 doi "https://doi.org/10.1016/j.energy.2023.128919" @default.
• W4386192269 hasPublicationYear "2023" @default.
• W4386192269 type Work @default.
• W4386192269 citedByCount "0" @default.
• W4386192269 crossrefType "journal-article" @default.
• W4386192269 hasAuthorship W4386192269A5013317213 @default.
• W4386192269 hasAuthorship W4386192269A5033779181 @default.
• W4386192269 hasAuthorship W4386192269A5071643552 @default.
• W4386192269 hasConcept C104317684 @default.
• W4386192269 hasConcept C119599485 @default.
• W4386192269 hasConcept C119857082 @default.
• W4386192269 hasConcept C119898033 @default.
• W4386192269 hasConcept C124101348 @default.
• W4386192269 hasConcept C127413603 @default.
• W4386192269 hasConcept C148483581 @default.
• W4386192269 hasConcept C154945302 @default.
• W4386192269 hasConcept C17744445 @default.
• W4386192269 hasConcept C177606310 @default.
• W4386192269 hasConcept C185592680 @default.
• W4386192269 hasConcept C188573790 @default.
• W4386192269 hasConcept C18903297 @default.
• W4386192269 hasConcept C199539241 @default.
• W4386192269 hasConcept C2780561860 @default.
• W4386192269 hasConcept C41008148 @default.
• W4386192269 hasConcept C41291067 @default.
• W4386192269 hasConcept C45942800 @default.
• W4386192269 hasConcept C55493867 @default.
• W4386192269 hasConcept C63479239 @default.
• W4386192269 hasConcept C79337645 @default.
• W4386192269 hasConcept C81917197 @default.
• W4386192269 hasConcept C86803240 @default.
• W4386192269 hasConceptScore W4386192269C104317684 @default.
• W4386192269 hasConceptScore W4386192269C119599485 @default.
• W4386192269 hasConceptScore W4386192269C119857082 @default.
• W4386192269 hasConceptScore W4386192269C119898033 @default.
• W4386192269 hasConceptScore W4386192269C124101348 @default.
• W4386192269 hasConceptScore W4386192269C127413603 @default.
• W4386192269 hasConceptScore W4386192269C148483581 @default.
• W4386192269 hasConceptScore W4386192269C154945302 @default.
• W4386192269 hasConceptScore W4386192269C17744445 @default.
• W4386192269 hasConceptScore W4386192269C177606310 @default.
• W4386192269 hasConceptScore W4386192269C185592680 @default.
• W4386192269 hasConceptScore W4386192269C188573790 @default.
• W4386192269 hasConceptScore W4386192269C18903297 @default.
• W4386192269 hasConceptScore W4386192269C199539241 @default.
• W4386192269 hasConceptScore W4386192269C2780561860 @default.
• W4386192269 hasConceptScore W4386192269C41008148 @default.
• W4386192269 hasConceptScore W4386192269C41291067 @default.
• W4386192269 hasConceptScore W4386192269C45942800 @default.
• W4386192269 hasConceptScore W4386192269C55493867 @default.
• W4386192269 hasConceptScore W4386192269C63479239 @default.
• W4386192269 hasConceptScore W4386192269C79337645 @default.
• W4386192269 hasConceptScore W4386192269C81917197 @default.
• W4386192269 hasConceptScore W4386192269C86803240 @default.
• W4386192269 hasFunder F4320321001 @default.
• W4386192269 hasLocation W43861922691 @default.
• W4386192269 hasOpenAccess W4386192269 @default.
• W4386192269 hasPrimaryLocation W43861922691 @default.
• W4386192269 hasRelatedWork W2755308081 @default.
• W4386192269 hasRelatedWork W3136979370 @default.
• W4386192269 hasRelatedWork W3160728132 @default.
• W4386192269 hasRelatedWork W4281560664 @default.
• W4386192269 hasRelatedWork W4285046548 @default.
• W4386192269 hasRelatedWork W4285741730 @default.
• W4386192269 hasRelatedWork W4312332763 @default.
• W4386192269 hasRelatedWork W4323060085 @default.
• W4386192269 hasRelatedWork W4380790487 @default.

• next