{"id":"https://openalex.org/W7225411737","doi":"https://doi.org/10.1186/s44147-026-01307-w","title":"Many-objective reservoir operation optimization using NSGA-III and decision-support analysis: a sustainable management framework for the Indira Sagar Reservoir, India","display_name":"Many-objective reservoir operation optimization using NSGA-III and decision-support analysis: a sustainable management framework for the Indira Sagar Reservoir, India","publication_year":2026,"publication_date":"2026-11-07","ids":{"openalex":"https://openalex.org/W7225411737","doi":"https://doi.org/10.1186/s44147-026-01307-w"},"language":"en","primary_location":{"id":"doi:10.1186/s44147-026-01307-w","doi":"https://doi.org/10.1186/s44147-026-01307-w","is_oa":true,"landing_page_url":"https://doi.org/10.1186/s44147-026-01307-w","pdf_url":"https://link.springer.com/content/pdf/10.1186/s44147-026-01307-w.pdf","source":{"id":"https://openalex.org/S3165308179","display_name":"Journal of Engineering and Applied Science","issn_l":"1110-1903","issn":["1110-1903","2536-9512"],"is_oa":true,"is_in_doaj":true,"is_core":true,"listed_in":["cwts-core","doaj","poland-20","russia-white-list-4"],"host_organization":"https://openalex.org/P4310319965","host_organization_name":"Springer Nature","host_organization_lineage":["https://openalex.org/P4310319965"],"host_organization_lineage_names":["Springer Nature"],"type":"journal"},"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Journal of Engineering and Applied Science","raw_type":"journal-article"},"volume":null,"type":"article","is_traditional":true,"indexed_in":["crossref","doaj"],"open_access":{"is_oa":true,"oa_status":"diamond","oa_url":"https://link.springer.com/content/pdf/10.1186/s44147-026-01307-w.pdf","any_repository_has_fulltext":false},"authorships":[{"author_position":"first","author":{"id":"https://openalex.org/A5149415968","display_name":"Ashwin Parihar","orcid":"https://orcid.org/0009-0002-3293-2817","observed_orcids":["https://orcid.org/0009-0002-3293-2817"]},"institutions":[],"countries":[],"is_corresponding":true,"raw_author_name":"Ashwin Parihar","raw_affiliation_strings":["Department of Civil Engineering, Medicaps University, Indore, India"],"raw_orcid":"https://orcid.org/0009-0002-3293-2817","affiliations":[{"raw_affiliation_string":"Department of Civil Engineering, Medicaps University, Indore, India","institution_ids":[]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5104122180","display_name":"Shilpa Tripathi","orcid":null,"observed_orcids":[]},"institutions":[],"countries":[],"is_corresponding":false,"raw_author_name":"Shilpa Tripathi","raw_affiliation_strings":["Department of Civil Engineering, Medicaps University, Indore, India"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Department of Civil Engineering, Medicaps University, Indore, India","institution_ids":[]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5065520598","display_name":"Ruchir Lashkari","orcid":null,"observed_orcids":[]},"institutions":[],"countries":[],"is_corresponding":false,"raw_author_name":"Ruchir Lashkari","raw_affiliation_strings":["Department of Civil Engineering, Medicaps University, Indore, India"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Department of Civil Engineering, Medicaps University, Indore, India","institution_ids":[]}]}],"institutions":[],"countries_distinct_count":0,"institutions_distinct_count":0,"corresponding_author_ids":["https://openalex.org/A5149415968"],"corresponding_institution_ids":[],"apc_list":{"value":0,"currency":"USD","value_usd":0},"apc_paid":null,"fwci":0.0,"has_fulltext":true,"cited_by_count":0,"citation_normalized_percentile":{"value":0.0,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":null,"biblio":{"volume":"73","issue":"1","first_page":null,"last_page":null},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10969","display_name":"Water resources management and optimization","score":0.9916999936103821,"subfield":{"id":"https://openalex.org/subfields/2312","display_name":"Water Science and Technology"},"field":{"id":"https://openalex.org/fields/23","display_name":"Environmental Science"},"domain":{"id":"https://openalex.org/domains/3","display_name":"Physical Sciences"}},"topics":[{"id":"https://openalex.org/T10969","display_name":"Water resources management and optimization","score":0.9916999936103821,"subfield":{"id":"https://openalex.org/subfields/2312","display_name":"Water Science and Technology"},"field":{"id":"https://openalex.org/fields/23","display_name":"Environmental Science"},"domain":{"id":"https://openalex.org/domains/3","display_name":"Physical Sciences"}},{"id":"https://openalex.org/T10848","display_name":"Advanced Multi-Objective Optimization Algorithms","score":0.006099999882280827,"subfield":{"id":"https://openalex.org/subfields/1703","display_name":"Computational Theory and Mathematics"},"field":{"id":"https://openalex.org/fields/17","display_name":"Computer Science"},"domain":{"id":"https://openalex.org/domains/3","display_name":"Physical Sciences"}},{"id":"https://openalex.org/T10424","display_name":"Electric Power System Optimization","score":0.00039999998989515007,"subfield":{"id":"https://openalex.org/subfields/2208","display_name":"Electrical and Electronic Engineering"},"field":{"id":"https://openalex.org/fields/22","display_name":"Engineering"},"domain":{"id":"https://openalex.org/domains/3","display_name":"Physical Sciences"}}],"keywords":[{"id":"https://openalex.org/keywords/reservoir-operation","display_name":"reservoir operation","score":0.8759999871253967},{"id":"https://openalex.org/keywords/many-objective-optimization","display_name":"many-objective optimization","score":0.9589999914169312},{"id":"https://openalex.org/keywords/nsga-iii","display_name":"NSGA-III","score":0.9359999895095825},{"id":"https://openalex.org/keywords/hydropower","display_name":"hydropower","score":0.9950000047683716},{"id":"https://openalex.org/keywords/drought-stress","display_name":"drought stress","score":0.8190000057220459},{"id":"https://openalex.org/keywords/storage-regulations","display_name":"storage regulations","score":0.8610000014305115},{"id":"https://openalex.org/keywords/decision-support","display_name":"decision support","score":0.7379999756813049},{"id":"https://openalex.org/keywords/multi-objective-metaheuristics","display_name":"multi-objective metaheuristics","score":0.8209999799728394},{"id":"https://openalex.org/keywords/simple-additive-weighting","display_name":"simple additive weighting","score":0.7289999723434448},{"id":"https://openalex.org/keywords/water-resources-management","display_name":"water resources management","score":0.5550000071525574}],"concepts":[{"id":"https://openalex.org/C40675005","wikidata":"https://www.wikidata.org/wiki/Q170196","display_name":"Hydropower","level":2,"score":0.7991999983787537},{"id":"https://openalex.org/C111696304","wikidata":"https://www.wikidata.org/wiki/Q2303697","display_name":"Sorting","level":2,"score":0.7021999955177307},{"id":"https://openalex.org/C85617194","wikidata":"https://www.wikidata.org/wiki/Q2072794","display_name":"Particle swarm optimization","level":2,"score":0.5817000269889832},{"id":"https://openalex.org/C2776330181","wikidata":"https://www.wikidata.org/wiki/Q18358244","display_name":"Maximization","level":2,"score":0.5490999817848206},{"id":"https://openalex.org/C8880873","wikidata":"https://www.wikidata.org/wiki/Q187787","display_name":"Genetic algorithm","level":2,"score":0.49300000071525574},{"id":"https://openalex.org/C126255220","wikidata":"https://www.wikidata.org/wiki/Q141495","display_name":"Mathematical optimization","level":1,"score":0.49230000376701355},{"id":"https://openalex.org/C68781425","wikidata":"https://www.wikidata.org/wiki/Q2052203","display_name":"Multi-objective optimization","level":2,"score":0.48570001125335693},{"id":"https://openalex.org/C40128228","wikidata":"https://www.wikidata.org/wiki/Q460851","display_name":"Ant colony optimization algorithms","level":2,"score":0.47850000858306885},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.46869999170303345},{"id":"https://openalex.org/C109718341","wikidata":"https://www.wikidata.org/wiki/Q1385229","display_name":"Metaheuristic","level":2,"score":0.4555000066757202},{"id":"https://openalex.org/C2777303404","wikidata":"https://www.wikidata.org/wiki/Q759757","display_name":"Convergence (economics)","level":2,"score":0.39910000562667847},{"id":"https://openalex.org/C147764199","wikidata":"https://www.wikidata.org/wiki/Q6865248","display_name":"Minification","level":2,"score":0.38999998569488525},{"id":"https://openalex.org/C2776182401","wikidata":"https://www.wikidata.org/wiki/Q7973769","display_name":"Water storage","level":3,"score":0.37860000133514404},{"id":"https://openalex.org/C137635306","wikidata":"https://www.wikidata.org/wiki/Q182667","display_name":"Pareto principle","level":2,"score":0.3716000020503998},{"id":"https://openalex.org/C42475967","wikidata":"https://www.wikidata.org/wiki/Q194292","display_name":"Operations research","level":1,"score":0.3474999964237213},{"id":"https://openalex.org/C39432304","wikidata":"https://www.wikidata.org/wiki/Q188847","display_name":"Environmental science","level":0,"score":0.3375000059604645},{"id":"https://openalex.org/C137836250","wikidata":"https://www.wikidata.org/wiki/Q984063","display_name":"Optimization problem","level":2,"score":0.32280001044273376},{"id":"https://openalex.org/C58758708","wikidata":"https://www.wikidata.org/wiki/Q7240233","display_name":"Premature convergence","level":3,"score":0.3127000033855438},{"id":"https://openalex.org/C2778348673","wikidata":"https://www.wikidata.org/wiki/Q739302","display_name":"Production (economics)","level":2,"score":0.2922999858856201},{"id":"https://openalex.org/C127413603","wikidata":"https://www.wikidata.org/wiki/Q11023","display_name":"Engineering","level":0,"score":0.2858000099658966},{"id":"https://openalex.org/C153823671","wikidata":"https://www.wikidata.org/wiki/Q1049799","display_name":"Water resources","level":2,"score":0.2768000066280365},{"id":"https://openalex.org/C74256435","wikidata":"https://www.wikidata.org/wiki/Q134052","display_name":"Flood myth","level":2,"score":0.27649998664855957},{"id":"https://openalex.org/C159149176","wikidata":"https://www.wikidata.org/wiki/Q14489129","display_name":"Evolutionary algorithm","level":2,"score":0.2750999927520752},{"id":"https://openalex.org/C2986314615","wikidata":"https://www.wikidata.org/wiki/Q36829","display_name":"Pareto optimal","level":3,"score":0.2669000029563904},{"id":"https://openalex.org/C133830359","wikidata":"https://www.wikidata.org/wiki/Q81041","display_name":"Water cycle","level":2,"score":0.25040000677108765}],"mesh":[],"locations_count":2,"locations":[{"id":"doi:10.1186/s44147-026-01307-w","doi":"https://doi.org/10.1186/s44147-026-01307-w","is_oa":true,"landing_page_url":"https://doi.org/10.1186/s44147-026-01307-w","pdf_url":"https://link.springer.com/content/pdf/10.1186/s44147-026-01307-w.pdf","source":{"id":"https://openalex.org/S3165308179","display_name":"Journal of Engineering and Applied Science","issn_l":"1110-1903","issn":["1110-1903","2536-9512"],"is_oa":true,"is_in_doaj":true,"is_core":true,"listed_in":["cwts-core","doaj","poland-20","russia-white-list-4"],"host_organization":"https://openalex.org/P4310319965","host_organization_name":"Springer Nature","host_organization_lineage":["https://openalex.org/P4310319965"],"host_organization_lineage_names":["Springer Nature"],"type":"journal"},"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Journal of Engineering and Applied Science","raw_type":"journal-article"},{"id":"pmh:oai:doaj.org/article:d130f25e90994c30a555a6962f5da5bb","doi":null,"is_oa":false,"landing_page_url":"https://doaj.org/article/d130f25e90994c30a555a6962f5da5bb","pdf_url":null,"source":{"id":"https://openalex.org/S4306401280","display_name":"DOAJ (DOAJ: Directory of Open Access Journals)","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"listed_in":[],"host_organization":null,"host_organization_name":null,"host_organization_lineage":[],"host_organization_lineage_names":[],"type":"repository"},"license":null,"license_id":null,"version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"Journal of Engineering and Applied Science, Vol 73, Iss 1 (2026)","raw_type":"article"}],"best_oa_location":{"id":"doi:10.1186/s44147-026-01307-w","doi":"https://doi.org/10.1186/s44147-026-01307-w","is_oa":true,"landing_page_url":"https://doi.org/10.1186/s44147-026-01307-w","pdf_url":"https://link.springer.com/content/pdf/10.1186/s44147-026-01307-w.pdf","source":{"id":"https://openalex.org/S3165308179","display_name":"Journal of Engineering and Applied Science","issn_l":"1110-1903","issn":["1110-1903","2536-9512"],"is_oa":true,"is_in_doaj":true,"is_core":true,"listed_in":["cwts-core","doaj","poland-20","russia-white-list-4"],"host_organization":"https://openalex.org/P4310319965","host_organization_name":"Springer Nature","host_organization_lineage":["https://openalex.org/P4310319965"],"host_organization_lineage_names":["Springer Nature"],"type":"journal"},"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Journal of Engineering and Applied Science","raw_type":"journal-article"},"sustainable_development_goals":[{"display_name":"Clean water and sanitation","id":"https://metadata.un.org/sdg/6","score":0.6618000268936157},{"display_name":"Affordable and clean energy","id":"https://metadata.un.org/sdg/7","score":0.5690000057220459},{"display_name":"Industry, innovation and infrastructure","id":"https://metadata.un.org/sdg/9","score":0.4943999946117401}],"study_designs":[],"awards":[],"funders":[],"has_content":{"pdf":true,"grobid_xml":true},"content_urls":{"pdf":"https://content.openalex.org/works/W7225411737.pdf","grobid_xml":"https://content.openalex.org/works/W7225411737.grobid-xml"},"referenced_works_count":46,"referenced_works":["https://openalex.org/W202107547","https://openalex.org/W1430432849","https://openalex.org/W2022485595","https://openalex.org/W2052114689","https://openalex.org/W2054975872","https://openalex.org/W2072863921","https://openalex.org/W2085507535","https://openalex.org/W2517787261","https://openalex.org/W2518379579","https://openalex.org/W2519061974","https://openalex.org/W2527657069","https://openalex.org/W2546717466","https://openalex.org/W2777987985","https://openalex.org/W2801949078","https://openalex.org/W2937853946","https://openalex.org/W2942915894","https://openalex.org/W2979848724","https://openalex.org/W2992968321","https://openalex.org/W2995089744","https://openalex.org/W3024627033","https://openalex.org/W3040191126","https://openalex.org/W3049652346","https://openalex.org/W3112362557","https://openalex.org/W3130309905","https://openalex.org/W3132678331","https://openalex.org/W3165697505","https://openalex.org/W3177101212","https://openalex.org/W3199460624","https://openalex.org/W4210333731","https://openalex.org/W4281762733","https://openalex.org/W4283779200","https://openalex.org/W4376270703","https://openalex.org/W4376456053","https://openalex.org/W4385988351","https://openalex.org/W4386814179","https://openalex.org/W4389558339","https://openalex.org/W4391532767","https://openalex.org/W4401153286","https://openalex.org/W4404040206","https://openalex.org/W4409973629","https://openalex.org/W4412202452","https://openalex.org/W6945259205","https://openalex.org/W7124171932","https://openalex.org/W7125954322","https://openalex.org/W7134907002","https://openalex.org/W7150988041"],"related_works":["https://openalex.org/W4410090408","https://openalex.org/W4385698517","https://openalex.org/W7206203209","https://openalex.org/W7214621573","https://openalex.org/W7207756306","https://openalex.org/W2887881698","https://openalex.org/W4223651472","https://openalex.org/W3206756684","https://openalex.org/W4283264976","https://openalex.org/W7163192104"],"abstract_inverted_index":{"Abstract":[0],"Efficient":[1],"reservoir":[2,67,78,210],"operation":[3,68,211],"requires":[4],"simultaneous":[5],"consideration":[6],"of":[7,53,58,129,134,216],"competing":[8,219],"goals":[9],"related":[10],"to":[11],"hydropower":[12,54,175],"generation,":[13,152,176],"water-supply":[14],"reliability,":[15],"flood":[16],"management,":[17],"and":[18,56,63,77,106,121,131,139,156,181,189,212],"storage":[19,64,157],"regulation.":[20,158],"However,":[21],"deriving":[22],"balanced":[23],"operating":[24],"policies":[25],"becomes":[26],"increasingly":[27],"complex":[28],"when":[29],"several":[30],"conflicting":[31],"objectives":[32],"are":[33],"considered":[34],"concurrently.":[35],"This":[36],"study":[37],"develops":[38],"a":[39,204],"many-objective":[40],"optimization":[41],"framework":[42,202],"for":[43,141,208],"the":[44,142,168],"Indira":[45],"Sagar":[46],"Reservoir,":[47],"India,":[48],"considering":[49],"four":[50],"objectives:":[51],"maximization":[52],"generation":[55],"minimization":[57],"water":[59,153,179],"deficit,":[60,180],"spill":[61],"losses,":[62],"deviation.":[65],"The":[66,159,201],"model":[69],"integrates":[70],"hydrological":[71,199],"inputs,":[72],"demand":[73],"characteristics,":[74],"operational":[75],"constraints,":[76],"continuity":[79],"relationships.":[80],"Five":[81],"metaheuristic":[82],"algorithms":[83],"Non-dominated":[84,90],"Sorting":[85,91],"Genetic":[86,92],"Algorithm":[87,93],"II":[88],"(NSGA-II),":[89],"III":[94],"(NSGA-III),":[95],"Multi-Objective":[96,101,107],"Particle":[97],"Swarm":[98],"Optimization":[99,104,109],"(MOPSO),":[100],"Ant":[102],"Colony":[103],"(MOACO),":[105],"Teaching\u2013Learning-Based":[108],"(MOTLBO":[110],"were":[111],"comparatively":[112],"evaluated":[113,143],"using":[114],"Hypervolume":[115],"(HV),":[116],"Inverted":[117],"Generational":[118],"Distance":[119],"(IGD),":[120],"computational":[122],"performance":[123,197],"indicators.":[124],"NSGA-III":[125],"achieved":[126],"an":[127,132],"HV":[128],"0.9234":[130],"IGD":[133],"0.0338,":[135],"demonstrating":[136],"effective":[137],"convergence":[138],"diversity":[140],"solutions.":[144],"Pareto":[145],"analysis":[146],"revealed":[147],"distinct":[148],"trade-offs":[149,217],"among":[150,218],"energy":[151],"shortage,":[154],"spill,":[155],"Weighted":[160],"Sum":[161],"Method":[162],"(WSM)":[163],"identified":[164],"Solution":[165],"S10":[166],"as":[167],"selected":[169],"compromise":[170],"policy,":[171],"providing":[172],"4106.8":[173],"GWh/year":[174],"352.9":[177],"MCM/year":[178],"92.3%":[182],"reliability.":[183],"Scenario-based":[184],"evaluation":[185,215],"under":[186],"normal,":[187],"flood,":[188],"drought":[190],"conditions":[191],"further":[192],"demonstrated":[193],"variations":[194],"in":[195],"policy":[196],"across":[198],"regimes.":[200],"provides":[203],"structured":[205],"decision-support":[206],"approach":[207],"strategic":[209],"facilitates":[213],"transparent":[214],"water-resource":[220],"objectives.":[221]},"counts_by_year":[],"updated_date":"2026-11-11T12:16:26.678958","created_date":"2026-11-07T00:00:00"}
