FRINK Linked Data Fragments server

Matches in SemOpenAlex for { <https://semopenalex.org/work/W2999175280> ?p ?o ?g. }

• W2999175280 endingPage "351" @default.
• W2999175280 startingPage "351" @default.
• W2999175280 abstract "The power output forecasting of the photovoltaic (PV) system is essential before deciding to install a photovoltaic system in Nakhon Ratchasima, Thailand, due to the uneven power production and unstable data. This research simulates the power output forecasting of PV systems by using adaptive neuro-fuzzy inference systems (ANFIS), comparing accuracy with particle swarm optimization combined with artificial neural network methods (PSO-ANN). The simulation results show that the forecasting with the ANFIS method is more accurate than the PSO-ANN method. The performance of the ANFIS and PSO-ANN models were verified with mean square error (MSE), root mean square error (RMSE), mean absolute error (MAP) and mean absolute percent error (MAPE). The accuracy of the ANFIS model is 99.8532%, and the PSO-ANN method is 98.9157%. The power output forecast results of the model were evaluated and show that the proposed ANFIS forecasting method is more beneficial compared to the existing method for the computation of power output and investment decision making. Therefore, the analysis of the production of power output from PV systems is essential to be used for the most benefit and analysis of the investment cost." @default.
• W2999175280 created "2020-01-23" @default.
• W2999175280 creator A5003513168 @default.
• W2999175280 creator A5031172351 @default.
• W2999175280 creator A5040999091 @default.
• W2999175280 creator A5058136291 @default.
• W2999175280 creator A5065032393 @default.
• W2999175280 creator A5078682820 @default.
• W2999175280 creator A5082088072 @default.
• W2999175280 date "2020-01-10" @default.
• W2999175280 modified "2023-09-26" @default.
• W2999175280 title "Comparison of Power Output Forecasting on the Photovoltaic System Using Adaptive Neuro-Fuzzy Inference Systems and Particle Swarm Optimization-Artificial Neural Network Model" @default.
• W2999175280 cites W1991868899 @default.
• W2999175280 cites W2019207321 @default.
• W2999175280 cites W2094521916 @default.
• W2999175280 cites W2099209093 @default.
• W2999175280 cites W2118412746 @default.
• W2999175280 cites W2156851216 @default.
• W2999175280 cites W2227779927 @default.
• W2999175280 cites W2558903719 @default.
• W2999175280 cites W2807966350 @default.
• W2999175280 cites W2884745603 @default.
• W2999175280 cites W2894124167 @default.
• W2999175280 cites W2910890149 @default.
• W2999175280 cites W2914760122 @default.
• W2999175280 cites W2941419477 @default.
• W2999175280 cites W2948234160 @default.
• W2999175280 cites W2954464033 @default.
• W2999175280 cites W2978076024 @default.
• W2999175280 doi "https://doi.org/10.3390/en13020351" @default.
• W2999175280 hasPublicationYear "2020" @default.
• W2999175280 type Work @default.
• W2999175280 sameAs 2999175280 @default.
• W2999175280 citedByCount "17" @default.
• W2999175280 countsByYear W29991752802020 @default.
• W2999175280 countsByYear W29991752802021 @default.
• W2999175280 countsByYear W29991752802022 @default.
• W2999175280 countsByYear W29991752802023 @default.
• W2999175280 crossrefType "journal-article" @default.
• W2999175280 hasAuthorship W2999175280A5003513168 @default.
• W2999175280 hasAuthorship W2999175280A5031172351 @default.
• W2999175280 hasAuthorship W2999175280A5040999091 @default.
• W2999175280 hasAuthorship W2999175280A5058136291 @default.
• W2999175280 hasAuthorship W2999175280A5065032393 @default.
• W2999175280 hasAuthorship W2999175280A5078682820 @default.
• W2999175280 hasAuthorship W2999175280A5082088072 @default.
• W2999175280 hasBestOaLocation W29991752801 @default.
• W2999175280 hasConcept C105795698 @default.
• W2999175280 hasConcept C119599485 @default.
• W2999175280 hasConcept C119857082 @default.
• W2999175280 hasConcept C121332964 @default.
• W2999175280 hasConcept C127413603 @default.
• W2999175280 hasConcept C139945424 @default.
• W2999175280 hasConcept C150217764 @default.
• W2999175280 hasConcept C154945302 @default.
• W2999175280 hasConcept C163258240 @default.
• W2999175280 hasConcept C186108316 @default.
• W2999175280 hasConcept C195975749 @default.
• W2999175280 hasConcept C2775924081 @default.
• W2999175280 hasConcept C29470771 @default.
• W2999175280 hasConcept C33923547 @default.
• W2999175280 hasConcept C41008148 @default.
• W2999175280 hasConcept C41291067 @default.
• W2999175280 hasConcept C47446073 @default.
• W2999175280 hasConcept C50644808 @default.
• W2999175280 hasConcept C58166 @default.
• W2999175280 hasConcept C62520636 @default.
• W2999175280 hasConcept C85617194 @default.
• W2999175280 hasConcept C89227174 @default.
• W2999175280 hasConceptScore W2999175280C105795698 @default.
• W2999175280 hasConceptScore W2999175280C119599485 @default.
• W2999175280 hasConceptScore W2999175280C119857082 @default.
• W2999175280 hasConceptScore W2999175280C121332964 @default.
• W2999175280 hasConceptScore W2999175280C127413603 @default.
• W2999175280 hasConceptScore W2999175280C139945424 @default.
• W2999175280 hasConceptScore W2999175280C150217764 @default.
• W2999175280 hasConceptScore W2999175280C154945302 @default.
• W2999175280 hasConceptScore W2999175280C163258240 @default.
• W2999175280 hasConceptScore W2999175280C186108316 @default.
• W2999175280 hasConceptScore W2999175280C195975749 @default.
• W2999175280 hasConceptScore W2999175280C2775924081 @default.
• W2999175280 hasConceptScore W2999175280C29470771 @default.
• W2999175280 hasConceptScore W2999175280C33923547 @default.
• W2999175280 hasConceptScore W2999175280C41008148 @default.
• W2999175280 hasConceptScore W2999175280C41291067 @default.
• W2999175280 hasConceptScore W2999175280C47446073 @default.
• W2999175280 hasConceptScore W2999175280C50644808 @default.
• W2999175280 hasConceptScore W2999175280C58166 @default.
• W2999175280 hasConceptScore W2999175280C62520636 @default.
• W2999175280 hasConceptScore W2999175280C85617194 @default.
• W2999175280 hasConceptScore W2999175280C89227174 @default.
• W2999175280 hasFunder F4320324172 @default.
• W2999175280 hasIssue "2" @default.
• W2999175280 hasLocation W29991752801 @default.
• W2999175280 hasLocation W29991752802 @default.
• W2999175280 hasLocation W29991752803 @default.
• W2999175280 hasOpenAccess W2999175280 @default.
• W2999175280 hasPrimaryLocation W29991752801 @default.

• next