FRINK Linked Data Fragments server

Matches in SemOpenAlex for { <https://semopenalex.org/work/W3200053136> ?p ?o ?g. }

• W3200053136 endingPage "748" @default.
• W3200053136 startingPage "738" @default.
• W3200053136 abstract "Accurate quantification of photovoltaic (PV) system degradation rate (RD) is essential for lifetime yield predictions. Although RD is a critical parameter, its estimation lacks a standardized methodology that can be applied on outdoor field data. The purpose of this paper is to investigate the impact of time period duration and missing data on RD by analyzing the performance of different techniques applied to synthetic PV system data at different linear RD patterns and known noise conditions. The analysis includes the application of different techniques to a 10-year synthetic dataset of a crystalline Silicon PV system, with emulated degradation levels and imputed missing data. The analysis demonstrated that the accuracy of ordinary least squares (OLS), year-on-year (YOY), autoregressive integrated moving average (ARIMA) and robust principal component analysis (RPCA) techniques is affected by the evaluation duration with all techniques converging to lower RD deviations over the 10-year evaluation, apart from RPCA at high degradation levels. Moreover, the estimated RD is strongly affected by the amount of missing data. Filtering out the corrupted data yielded more accurate RD results for all techniques. It is proven that the application of a change-point detection stage is necessary and guidelines for accurate RD estimation are provided." @default.
• W3200053136 created "2021-09-27" @default.
• W3200053136 creator A5017718720 @default.
• W3200053136 creator A5018607300 @default.
• W3200053136 creator A5025348509 @default.
• W3200053136 creator A5036653771 @default.
• W3200053136 creator A5046097835 @default.
• W3200053136 creator A5073876456 @default.
• W3200053136 creator A5076050547 @default.
• W3200053136 creator A5082351606 @default.
• W3200053136 date "2022-01-01" @default.
• W3200053136 modified "2023-10-09" @default.
• W3200053136 title "Impact of duration and missing data on the long-term photovoltaic degradation rate estimation" @default.
• W3200053136 cites W1900060532 @default.
• W3200053136 cites W1958518305 @default.
• W3200053136 cites W1975684011 @default.
• W3200053136 cites W1995114976 @default.
• W3200053136 cites W2029149883 @default.
• W3200053136 cites W2064186732 @default.
• W3200053136 cites W2075820059 @default.
• W3200053136 cites W2079640705 @default.
• W3200053136 cites W2081421826 @default.
• W3200053136 cites W2152544880 @default.
• W3200053136 cites W2171224038 @default.
• W3200053136 cites W2179252089 @default.
• W3200053136 cites W2201879780 @default.
• W3200053136 cites W2239988583 @default.
• W3200053136 cites W2270322822 @default.
• W3200053136 cites W2507179843 @default.
• W3200053136 cites W2527957384 @default.
• W3200053136 cites W2544776020 @default.
• W3200053136 cites W2581440988 @default.
• W3200053136 cites W2582151580 @default.
• W3200053136 cites W2610850489 @default.
• W3200053136 cites W2747599906 @default.
• W3200053136 cites W2769365592 @default.
• W3200053136 cites W2779654591 @default.
• W3200053136 cites W2855804929 @default.
• W3200053136 cites W2884240277 @default.
• W3200053136 cites W2894215746 @default.
• W3200053136 cites W2895159086 @default.
• W3200053136 cites W2908506514 @default.
• W3200053136 cites W2954445690 @default.
• W3200053136 cites W2955794485 @default.
• W3200053136 cites W2973234790 @default.
• W3200053136 cites W297678508 @default.
• W3200053136 cites W2981160302 @default.
• W3200053136 cites W3027332389 @default.
• W3200053136 cites W3090739063 @default.
• W3200053136 cites W3092375231 @default.
• W3200053136 cites W3098618426 @default.
• W3200053136 cites W3104419857 @default.
• W3200053136 cites W3114172035 @default.
• W3200053136 cites W3119055825 @default.
• W3200053136 cites W3148721332 @default.
• W3200053136 cites W4376453727 @default.
• W3200053136 doi "https://doi.org/10.1016/j.renene.2021.09.078" @default.
• W3200053136 hasPublicationYear "2022" @default.
• W3200053136 type Work @default.
• W3200053136 sameAs 3200053136 @default.
• W3200053136 citedByCount "18" @default.
• W3200053136 countsByYear W32000531362022 @default.
• W3200053136 countsByYear W32000531362023 @default.
• W3200053136 crossrefType "journal-article" @default.
• W3200053136 hasAuthorship W3200053136A5017718720 @default.
• W3200053136 hasAuthorship W3200053136A5018607300 @default.
• W3200053136 hasAuthorship W3200053136A5025348509 @default.
• W3200053136 hasAuthorship W3200053136A5036653771 @default.
• W3200053136 hasAuthorship W3200053136A5046097835 @default.
• W3200053136 hasAuthorship W3200053136A5073876456 @default.
• W3200053136 hasAuthorship W3200053136A5076050547 @default.
• W3200053136 hasAuthorship W3200053136A5082351606 @default.
• W3200053136 hasBestOaLocation W32000531361 @default.
• W3200053136 hasConcept C105795698 @default.
• W3200053136 hasConcept C112758219 @default.
• W3200053136 hasConcept C119599485 @default.
• W3200053136 hasConcept C124101348 @default.
• W3200053136 hasConcept C124952713 @default.
• W3200053136 hasConcept C127413603 @default.
• W3200053136 hasConcept C142362112 @default.
• W3200053136 hasConcept C151406439 @default.
• W3200053136 hasConcept C24338571 @default.
• W3200053136 hasConcept C27438332 @default.
• W3200053136 hasConcept C2779679103 @default.
• W3200053136 hasConcept C33923547 @default.
• W3200053136 hasConcept C41008148 @default.
• W3200053136 hasConcept C41291067 @default.
• W3200053136 hasConcept C76155785 @default.
• W3200053136 hasConcept C9357733 @default.
• W3200053136 hasConcept C99656134 @default.
• W3200053136 hasConceptScore W3200053136C105795698 @default.
• W3200053136 hasConceptScore W3200053136C112758219 @default.
• W3200053136 hasConceptScore W3200053136C119599485 @default.
• W3200053136 hasConceptScore W3200053136C124101348 @default.
• W3200053136 hasConceptScore W3200053136C124952713 @default.
• W3200053136 hasConceptScore W3200053136C127413603 @default.
• W3200053136 hasConceptScore W3200053136C142362112 @default.
• W3200053136 hasConceptScore W3200053136C151406439 @default.

• next