Matches in SemOpenAlex for { <https://semopenalex.org/work/W4323657303> ?p ?o ?g. }
Showing items 1 to 98 of
98
with 100 items per page.
- W4323657303 endingPage "910" @default.
- W4323657303 startingPage "897" @default.
- W4323657303 abstract "Abstract The present study proposes a support vector machine (SVM)‐based habitat model linked with evolutionary optimisation to balance the impacts of generating hydropower on the downstream river habitats. This method was applied in the Rajaei reservoir and Tajan River basin in Iran to mitigate the environmental impacts of hydropower plants. SVM model classified the habitat suitability at downstream river in which a sigmoid function considering different slopes was applied. The Nash–Sutcliffe efficiency coefficient as the evaluation index of the habitat model is 0.8, which implies the SVM model is robust to simulate physical habitats. Hydraulic simulation demonstrated that depth and velocity change from zero to 1.79 m and zero to 1.82 m/s, respectively. Most suitable river flow is 7 m 3 /s downstream of Rajaei reservoir. Five evolutionary algorithms were used to balance environmental impacts with generating hydropower. Finally, a fuzzy technique for order of preference by similarity to ideal solution (FTOPSIS) selected the best optimal solution in the Rajaei reservoir. Based on optimisation results, The simulated annealing (SA) algorithm was the best optimisation method to balance generating hydropower and downstream ecological impacts, in which average habitat suitability is more than 90% of average habitat suitability in the natural flow, while reliability of generating hydropower is 38%. Moreover, SA is able to minimise the average difference between habitat suitability in the optimal release and the natural flow properly. Using the proposed method is recommendable to mitigate the potential impacts of generating hydropower on the downstream river habitats." @default.
- W4323657303 created "2023-03-10" @default.
- W4323657303 creator A5005365922 @default.
- W4323657303 creator A5078813876 @default.
- W4323657303 date "2023-03-09" @default.
- W4323657303 modified "2023-10-14" @default.
- W4323657303 title "Linking <scp>SVM</scp> based habitat model and evolutionary optimisation for managing environmental impacts of hydropower plants" @default.
- W4323657303 cites W1607656464 @default.
- W4323657303 cites W1964940342 @default.
- W4323657303 cites W1977262002 @default.
- W4323657303 cites W1983043209 @default.
- W4323657303 cites W1985167899 @default.
- W4323657303 cites W1996950224 @default.
- W4323657303 cites W2019207321 @default.
- W4323657303 cites W2033011996 @default.
- W4323657303 cites W2044587647 @default.
- W4323657303 cites W2047094503 @default.
- W4323657303 cites W2057302732 @default.
- W4323657303 cites W2068418715 @default.
- W4323657303 cites W2093976685 @default.
- W4323657303 cites W2094040832 @default.
- W4323657303 cites W2112748495 @default.
- W4323657303 cites W2126715275 @default.
- W4323657303 cites W2140424356 @default.
- W4323657303 cites W2141070863 @default.
- W4323657303 cites W2305395239 @default.
- W4323657303 cites W2477591619 @default.
- W4323657303 cites W2509070480 @default.
- W4323657303 cites W2559863920 @default.
- W4323657303 cites W2751733166 @default.
- W4323657303 cites W2782424238 @default.
- W4323657303 cites W2792277382 @default.
- W4323657303 cites W2804186574 @default.
- W4323657303 cites W2885410693 @default.
- W4323657303 cites W2887309774 @default.
- W4323657303 cites W2890339953 @default.
- W4323657303 cites W2938251313 @default.
- W4323657303 cites W2952113774 @default.
- W4323657303 cites W2953255018 @default.
- W4323657303 cites W2961499287 @default.
- W4323657303 cites W2971951001 @default.
- W4323657303 cites W2993023340 @default.
- W4323657303 cites W3005482573 @default.
- W4323657303 cites W3034603929 @default.
- W4323657303 cites W3089322252 @default.
- W4323657303 cites W3133179080 @default.
- W4323657303 cites W3197822192 @default.
- W4323657303 doi "https://doi.org/10.1002/rra.4121" @default.
- W4323657303 hasPublicationYear "2023" @default.
- W4323657303 type Work @default.
- W4323657303 citedByCount "0" @default.
- W4323657303 crossrefType "journal-article" @default.
- W4323657303 hasAuthorship W4323657303A5005365922 @default.
- W4323657303 hasAuthorship W4323657303A5078813876 @default.
- W4323657303 hasBestOaLocation W43236573031 @default.
- W4323657303 hasConcept C127413603 @default.
- W4323657303 hasConcept C185933670 @default.
- W4323657303 hasConcept C187320778 @default.
- W4323657303 hasConcept C18903297 @default.
- W4323657303 hasConcept C21547014 @default.
- W4323657303 hasConcept C2776207758 @default.
- W4323657303 hasConcept C39432304 @default.
- W4323657303 hasConcept C40675005 @default.
- W4323657303 hasConcept C41008148 @default.
- W4323657303 hasConcept C76886044 @default.
- W4323657303 hasConcept C86803240 @default.
- W4323657303 hasConceptScore W4323657303C127413603 @default.
- W4323657303 hasConceptScore W4323657303C185933670 @default.
- W4323657303 hasConceptScore W4323657303C187320778 @default.
- W4323657303 hasConceptScore W4323657303C18903297 @default.
- W4323657303 hasConceptScore W4323657303C21547014 @default.
- W4323657303 hasConceptScore W4323657303C2776207758 @default.
- W4323657303 hasConceptScore W4323657303C39432304 @default.
- W4323657303 hasConceptScore W4323657303C40675005 @default.
- W4323657303 hasConceptScore W4323657303C41008148 @default.
- W4323657303 hasConceptScore W4323657303C76886044 @default.
- W4323657303 hasConceptScore W4323657303C86803240 @default.
- W4323657303 hasIssue "5" @default.
- W4323657303 hasLocation W43236573031 @default.
- W4323657303 hasLocation W43236573032 @default.
- W4323657303 hasOpenAccess W4323657303 @default.
- W4323657303 hasPrimaryLocation W43236573031 @default.
- W4323657303 hasRelatedWork W1493434278 @default.
- W4323657303 hasRelatedWork W1527527671 @default.
- W4323657303 hasRelatedWork W2355442836 @default.
- W4323657303 hasRelatedWork W2361130338 @default.
- W4323657303 hasRelatedWork W2377846030 @default.
- W4323657303 hasRelatedWork W2767514924 @default.
- W4323657303 hasRelatedWork W2899084033 @default.
- W4323657303 hasRelatedWork W3093756460 @default.
- W4323657303 hasRelatedWork W4313392501 @default.
- W4323657303 hasRelatedWork W2549464226 @default.
- W4323657303 hasVolume "39" @default.
- W4323657303 isParatext "false" @default.
- W4323657303 isRetracted "false" @default.
- W4323657303 workType "article" @default.