{"id":"https://openalex.org/W3164955389","doi":"https://doi.org/10.1109/access.2021.3083528","title":"Implementation of APSO and Improved APSO on Non-Cascaded and Cascaded Short Term Hydrothermal Scheduling","display_name":"Implementation of APSO and Improved APSO on Non-Cascaded and Cascaded Short Term Hydrothermal Scheduling","publication_year":2021,"publication_date":"2021-01-01","ids":{"openalex":"https://openalex.org/W3164955389","doi":"https://doi.org/10.1109/access.2021.3083528","mag":"3164955389"},"language":"en","primary_location":{"id":"doi:10.1109/access.2021.3083528","is_oa":true,"landing_page_url":"https://doi.org/10.1109/access.2021.3083528","pdf_url":"https://ieeexplore.ieee.org/ielx7/6287639/9312710/09440434.pdf","source":{"id":"https://openalex.org/S2485537415","display_name":"IEEE Access","issn_l":"2169-3536","issn":["2169-3536"],"is_oa":true,"is_in_doaj":true,"is_core":true,"host_organization":"https://openalex.org/P4310319808","host_organization_name":"Institute of Electrical and Electronics Engineers","host_organization_lineage":["https://openalex.org/P4310319808"],"host_organization_lineage_names":["Institute of Electrical and Electronics Engineers"],"type":"journal"},"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"IEEE Access","raw_type":"journal-article"},"type":"article","indexed_in":["crossref","doaj"],"open_access":{"is_oa":true,"oa_status":"gold","oa_url":"https://ieeexplore.ieee.org/ielx7/6287639/9312710/09440434.pdf","any_repository_has_fulltext":true},"authorships":[{"author_position":"first","author":{"id":"https://openalex.org/A5040542053","display_name":"Muhammad Salman Fakhar","orcid":"https://orcid.org/0000-0002-0335-298X"},"institutions":[{"id":"https://openalex.org/I142732210","display_name":"University of Engineering and Technology Lahore","ror":"https://ror.org/0051w2v06","country_code":"PK","type":"education","lineage":["https://openalex.org/I142732210"]}],"countries":["PK"],"is_corresponding":true,"raw_author_name":"Muhammad Salman Fakhar","raw_affiliation_strings":["University of Engineering and Technology, Lahore, Pakistan"],"raw_orcid":"https://orcid.org/0000-0002-0335-298X","affiliations":[{"raw_affiliation_string":"University of Engineering and Technology, Lahore, Pakistan","institution_ids":["https://openalex.org/I142732210"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5052441901","display_name":"Syed Abdul Rahman Kashif","orcid":"https://orcid.org/0000-0002-5038-9072"},"institutions":[{"id":"https://openalex.org/I142732210","display_name":"University of Engineering and Technology Lahore","ror":"https://ror.org/0051w2v06","country_code":"PK","type":"education","lineage":["https://openalex.org/I142732210"]}],"countries":["PK"],"is_corresponding":false,"raw_author_name":"Syed Abdul Rahman Kashif","raw_affiliation_strings":["University of Engineering and Technology, Lahore, Pakistan"],"raw_orcid":"https://orcid.org/0000-0002-5038-9072","affiliations":[{"raw_affiliation_string":"University of Engineering and Technology, Lahore, Pakistan","institution_ids":["https://openalex.org/I142732210"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5032509303","display_name":"Sheroze Liaquat","orcid":"https://orcid.org/0000-0002-6162-0882"},"institutions":[{"id":"https://openalex.org/I201384688","display_name":"National University of Computer and Emerging Sciences","ror":"https://ror.org/003eyb898","country_code":"PK","type":"education","lineage":["https://openalex.org/I201384688"]}],"countries":["PK"],"is_corresponding":false,"raw_author_name":"Sheroze Liaquat","raw_affiliation_strings":["National University of Computer and Emerging Sciences, Lahore, Pakistan"],"raw_orcid":"https://orcid.org/0000-0002-6162-0882","affiliations":[{"raw_affiliation_string":"National University of Computer and Emerging Sciences, Lahore, Pakistan","institution_ids":["https://openalex.org/I201384688"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5047757790","display_name":"Akhtar Rasool","orcid":"https://orcid.org/0000-0002-0018-3455"},"institutions":[],"countries":[],"is_corresponding":false,"raw_author_name":"Akhtar Rasool","raw_affiliation_strings":["Sharif College of Engineering and Technology, Lahore, Pakistan"],"raw_orcid":"https://orcid.org/0000-0002-0018-3455","affiliations":[{"raw_affiliation_string":"Sharif College of Engineering and Technology, Lahore, Pakistan","institution_ids":[]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5005573392","display_name":"Sanjeevikumar Padmanaban","orcid":"https://orcid.org/0000-0003-3212-2750"},"institutions":[{"id":"https://openalex.org/I204337017","display_name":"Aarhus University","ror":"https://ror.org/01aj84f44","country_code":"DK","type":"education","lineage":["https://openalex.org/I204337017"]}],"countries":["DK"],"is_corresponding":false,"raw_author_name":"Sanjeevikumar Padmanaban","raw_affiliation_strings":["CTiF Global Capsule, Aarhus University, Herning, Denmark"],"raw_orcid":"https://orcid.org/0000-0003-3212-2750","affiliations":[{"raw_affiliation_string":"CTiF Global Capsule, Aarhus University, Herning, Denmark","institution_ids":["https://openalex.org/I204337017"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5084624726","display_name":"Muhammad Ahmad Iqbal","orcid":"https://orcid.org/0000-0002-0510-842X"},"institutions":[{"id":"https://openalex.org/I142732210","display_name":"University of Engineering and Technology Lahore","ror":"https://ror.org/0051w2v06","country_code":"PK","type":"education","lineage":["https://openalex.org/I142732210"]}],"countries":["PK"],"is_corresponding":false,"raw_author_name":"Muhammad Ahmad Iqbal","raw_affiliation_strings":["University of Engineering and Technology, Lahore, Pakistan"],"raw_orcid":"https://orcid.org/0000-0002-0510-842X","affiliations":[{"raw_affiliation_string":"University of Engineering and Technology, Lahore, Pakistan","institution_ids":["https://openalex.org/I142732210"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5058824094","display_name":"Muhammad Anas Baig","orcid":"https://orcid.org/0000-0003-1597-9154"},"institutions":[{"id":"https://openalex.org/I142732210","display_name":"University of Engineering and Technology Lahore","ror":"https://ror.org/0051w2v06","country_code":"PK","type":"education","lineage":["https://openalex.org/I142732210"]}],"countries":["PK"],"is_corresponding":false,"raw_author_name":"Muhammad Anas Baig","raw_affiliation_strings":["University of Engineering and Technology, Lahore, Pakistan"],"raw_orcid":"https://orcid.org/0000-0003-1597-9154","affiliations":[{"raw_affiliation_string":"University of Engineering and Technology, Lahore, Pakistan","institution_ids":["https://openalex.org/I142732210"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5086544678","display_name":"Baseem Khan","orcid":"https://orcid.org/0000-0002-0562-0933"},"institutions":[{"id":"https://openalex.org/I193649603","display_name":"Hawassa University","ror":"https://ror.org/04r15fz20","country_code":"ET","type":"education","lineage":["https://openalex.org/I193649603"]}],"countries":["ET"],"is_corresponding":false,"raw_author_name":"Baseem Khan","raw_affiliation_strings":["Hawassa University, Hawassa, Ethiopia"],"raw_orcid":"https://orcid.org/0000-0002-0562-0933","affiliations":[{"raw_affiliation_string":"Hawassa University, Hawassa, Ethiopia","institution_ids":["https://openalex.org/I193649603"]}]}],"institutions":[],"countries_distinct_count":3,"institutions_distinct_count":8,"corresponding_author_ids":["https://openalex.org/A5040542053"],"corresponding_institution_ids":["https://openalex.org/I142732210"],"apc_list":{"value":1850,"currency":"USD","value_usd":1850},"apc_paid":{"value":1850,"currency":"USD","value_usd":1850},"fwci":1.7287,"has_fulltext":true,"cited_by_count":25,"citation_normalized_percentile":{"value":0.84296175,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":94,"max":99},"biblio":{"volume":"9","issue":null,"first_page":"77784","last_page":"77797"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10424","display_name":"Electric Power System Optimization","score":0.9997000098228455,"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"}},"topics":[{"id":"https://openalex.org/T10424","display_name":"Electric Power System Optimization","score":0.9997000098228455,"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"}},{"id":"https://openalex.org/T11052","display_name":"Energy Load and Power Forecasting","score":0.9908999800682068,"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"}},{"id":"https://openalex.org/T10100","display_name":"Metaheuristic Optimization Algorithms Research","score":0.9876000285148621,"subfield":{"id":"https://openalex.org/subfields/1702","display_name":"Artificial Intelligence"},"field":{"id":"https://openalex.org/fields/17","display_name":"Computer Science"},"domain":{"id":"https://openalex.org/domains/3","display_name":"Physical Sciences"}}],"keywords":[{"id":"https://openalex.org/keywords/particle-swarm-optimization","display_name":"Particle swarm optimization","score":0.6995515823364258},{"id":"https://openalex.org/keywords/mathematical-optimization","display_name":"Mathematical optimization","score":0.675503134727478},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.6468994617462158},{"id":"https://openalex.org/keywords/benchmark","display_name":"Benchmark (surveying)","score":0.5480067133903503},{"id":"https://openalex.org/keywords/parametric-statistics","display_name":"Parametric statistics","score":0.4948808550834656},{"id":"https://openalex.org/keywords/term","display_name":"Term (time)","score":0.48487743735313416},{"id":"https://openalex.org/keywords/scheduling","display_name":"Scheduling (production processes)","score":0.46936729550361633},{"id":"https://openalex.org/keywords/metaheuristic","display_name":"Metaheuristic","score":0.43400537967681885},{"id":"https://openalex.org/keywords/optimization-problem","display_name":"Optimization problem","score":0.43180903792381287},{"id":"https://openalex.org/keywords/multi-swarm-optimization","display_name":"Multi-swarm optimization","score":0.4200001060962677},{"id":"https://openalex.org/keywords/algorithm","display_name":"Algorithm","score":0.3942510783672333},{"id":"https://openalex.org/keywords/mathematics","display_name":"Mathematics","score":0.2255760133266449}],"concepts":[{"id":"https://openalex.org/C85617194","wikidata":"https://www.wikidata.org/wiki/Q2072794","display_name":"Particle swarm optimization","level":2,"score":0.6995515823364258},{"id":"https://openalex.org/C126255220","wikidata":"https://www.wikidata.org/wiki/Q141495","display_name":"Mathematical optimization","level":1,"score":0.675503134727478},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.6468994617462158},{"id":"https://openalex.org/C185798385","wikidata":"https://www.wikidata.org/wiki/Q1161707","display_name":"Benchmark (surveying)","level":2,"score":0.5480067133903503},{"id":"https://openalex.org/C117251300","wikidata":"https://www.wikidata.org/wiki/Q1849855","display_name":"Parametric statistics","level":2,"score":0.4948808550834656},{"id":"https://openalex.org/C61797465","wikidata":"https://www.wikidata.org/wiki/Q1188986","display_name":"Term (time)","level":2,"score":0.48487743735313416},{"id":"https://openalex.org/C206729178","wikidata":"https://www.wikidata.org/wiki/Q2271896","display_name":"Scheduling (production processes)","level":2,"score":0.46936729550361633},{"id":"https://openalex.org/C109718341","wikidata":"https://www.wikidata.org/wiki/Q1385229","display_name":"Metaheuristic","level":2,"score":0.43400537967681885},{"id":"https://openalex.org/C137836250","wikidata":"https://www.wikidata.org/wiki/Q984063","display_name":"Optimization problem","level":2,"score":0.43180903792381287},{"id":"https://openalex.org/C122357587","wikidata":"https://www.wikidata.org/wiki/Q6934508","display_name":"Multi-swarm optimization","level":3,"score":0.4200001060962677},{"id":"https://openalex.org/C11413529","wikidata":"https://www.wikidata.org/wiki/Q8366","display_name":"Algorithm","level":1,"score":0.3942510783672333},{"id":"https://openalex.org/C33923547","wikidata":"https://www.wikidata.org/wiki/Q395","display_name":"Mathematics","level":0,"score":0.2255760133266449},{"id":"https://openalex.org/C13280743","wikidata":"https://www.wikidata.org/wiki/Q131089","display_name":"Geodesy","level":1,"score":0.0},{"id":"https://openalex.org/C205649164","wikidata":"https://www.wikidata.org/wiki/Q1071","display_name":"Geography","level":0,"score":0.0},{"id":"https://openalex.org/C62520636","wikidata":"https://www.wikidata.org/wiki/Q944","display_name":"Quantum mechanics","level":1,"score":0.0},{"id":"https://openalex.org/C105795698","wikidata":"https://www.wikidata.org/wiki/Q12483","display_name":"Statistics","level":1,"score":0.0},{"id":"https://openalex.org/C121332964","wikidata":"https://www.wikidata.org/wiki/Q413","display_name":"Physics","level":0,"score":0.0}],"mesh":[],"locations_count":3,"locations":[{"id":"doi:10.1109/access.2021.3083528","is_oa":true,"landing_page_url":"https://doi.org/10.1109/access.2021.3083528","pdf_url":"https://ieeexplore.ieee.org/ielx7/6287639/9312710/09440434.pdf","source":{"id":"https://openalex.org/S2485537415","display_name":"IEEE Access","issn_l":"2169-3536","issn":["2169-3536"],"is_oa":true,"is_in_doaj":true,"is_core":true,"host_organization":"https://openalex.org/P4310319808","host_organization_name":"Institute of Electrical and Electronics Engineers","host_organization_lineage":["https://openalex.org/P4310319808"],"host_organization_lineage_names":["Institute of Electrical and Electronics Engineers"],"type":"journal"},"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"IEEE Access","raw_type":"journal-article"},{"id":"pmh:oai:pure.atira.dk:publications/b067f50e-d0e9-4042-ad3e-997f810cddbd","is_oa":true,"landing_page_url":"https://pure.au.dk/portal/en/publications/b067f50e-d0e9-4042-ad3e-997f810cddbd","pdf_url":null,"source":null,"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Fakhar, M S, Kashif, S A R, Liaquat, S, Rasool, A, Padmanaban, S, Iqbal, M A, Baig, M A & Khan, B 2021, 'Implementation of APSO and Improved APSO on Non-Cascaded and Cascaded Short Term Hydrothermal Scheduling', IEEE Access, vol. 9, 9440434, pp. 77784-77797. https://doi.org/10.1109/ACCESS.2021.3083528","raw_type":"info:eu-repo/semantics/publishedVersion"},{"id":"pmh:oai:doaj.org/article:ab5752856acf492eb052474bbe359bd6","is_oa":true,"landing_page_url":"https://doaj.org/article/ab5752856acf492eb052474bbe359bd6","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,"host_organization":null,"host_organization_name":null,"host_organization_lineage":[],"host_organization_lineage_names":[],"type":"repository"},"license":"cc-by-sa","license_id":"https://openalex.org/licenses/cc-by-sa","version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"IEEE Access, Vol 9, Pp 77784-77797 (2021)","raw_type":"article"}],"best_oa_location":{"id":"doi:10.1109/access.2021.3083528","is_oa":true,"landing_page_url":"https://doi.org/10.1109/access.2021.3083528","pdf_url":"https://ieeexplore.ieee.org/ielx7/6287639/9312710/09440434.pdf","source":{"id":"https://openalex.org/S2485537415","display_name":"IEEE Access","issn_l":"2169-3536","issn":["2169-3536"],"is_oa":true,"is_in_doaj":true,"is_core":true,"host_organization":"https://openalex.org/P4310319808","host_organization_name":"Institute of Electrical and Electronics Engineers","host_organization_lineage":["https://openalex.org/P4310319808"],"host_organization_lineage_names":["Institute of Electrical and Electronics Engineers"],"type":"journal"},"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"IEEE Access","raw_type":"journal-article"},"sustainable_development_goals":[],"awards":[],"funders":[{"id":"https://openalex.org/F4320316680","display_name":"University of Engineering and Technology, Lahore","ror":"https://ror.org/0051w2v06"}],"has_content":{"pdf":true,"grobid_xml":true},"content_urls":{"pdf":"https://content.openalex.org/works/W3164955389.pdf","grobid_xml":"https://content.openalex.org/works/W3164955389.grobid-xml"},"referenced_works_count":29,"referenced_works":["https://openalex.org/W1480600971","https://openalex.org/W1523439318","https://openalex.org/W1560011623","https://openalex.org/W1571403844","https://openalex.org/W1971687906","https://openalex.org/W2001437891","https://openalex.org/W2004221408","https://openalex.org/W2010334879","https://openalex.org/W2014004424","https://openalex.org/W2025266117","https://openalex.org/W2032185993","https://openalex.org/W2061382789","https://openalex.org/W2067722136","https://openalex.org/W2070508226","https://openalex.org/W2071741861","https://openalex.org/W2081474656","https://openalex.org/W2083874789","https://openalex.org/W2085800780","https://openalex.org/W2088222772","https://openalex.org/W2144477746","https://openalex.org/W2146737166","https://openalex.org/W2148772475","https://openalex.org/W2220913511","https://openalex.org/W2953135517","https://openalex.org/W3048064821","https://openalex.org/W3089431418","https://openalex.org/W3114883143","https://openalex.org/W3127045333","https://openalex.org/W4253572765"],"related_works":["https://openalex.org/W2006324351","https://openalex.org/W2965421953","https://openalex.org/W2349895019","https://openalex.org/W2116074880","https://openalex.org/W2950423922","https://openalex.org/W2070977815","https://openalex.org/W2121780490","https://openalex.org/W2137136732","https://openalex.org/W2161494499","https://openalex.org/W2972744589"],"abstract_inverted_index":{"Short-term":[0],"hydrothermal":[1],"scheduling":[2],"(STHTS)":[3],"is":[4,139],"a":[5,71],"highly":[6],"non-linear,":[7],"multi-model,":[8],"non-convex,":[9],"and":[10,97,103,136,177],"multi-dimensional":[11],"optimization":[12,45],"problem":[13,134,144],"that":[14],"has":[15],"been":[16,27,182],"worked":[17],"upon":[18],"for":[19,107,120],"about":[20],"5":[21],"decades.":[22],"Many":[23],"research":[24],"articles":[25],"have":[26,181],"published":[28],"in":[29,50,115,163],"solving":[30],"different":[31],"test":[32,90,123],"cases":[33,91,128,131],"of":[34,41,44,57,66,70,73,92,100,126,132,142,153,157,171,188,190,193,198,202],"STHTS":[35,93,122,133,143],"problem,":[36],"while":[37],"establishing":[38],"the":[39,48,52,64,74,101,108,117,121,151,154,158,164,168,172,175,186,196,199],"superiority":[40,187],"one":[42,137,191],"type":[43,192,201],"algorithm":[46,78,194],"over":[47,195],"type,":[49],"finding":[51],"near":[53],"global":[54,104],"best":[55],"solution":[56,119],"these":[58,127],"complex":[59],"problems.":[60,94],"This":[61],"paper":[62],"presents":[63],"implementation":[65],"an":[67],"improved":[68],"version":[69],"variant":[72],"Particle":[75,83],"Swarm":[76,84],"Optimization":[77,85],"(PSO),":[79],"known":[80],"as":[81,161],"Accelerated":[82],"(APSO)":[86],"on":[87],"three":[88],"benchmark":[89],"The":[95,146],"adaptive":[96],"variable":[98],"nature":[99,170],"local":[102],"search":[105],"coefficients":[106],"proposed":[109],"APSO":[110],"significantly":[111],"improve":[112],"its":[113],"performance":[114],"obtaining":[116],"optimal":[118],"cases.":[124],"Two":[125],"are":[129,148],"non-cascaded":[130],"(NCSTHTS)":[135],"case":[138,141],"cascaded":[140],"(CSTHTS).":[145],"results":[147,152,189,197],"compared":[149],"with":[150],"previous":[155],"implementations":[156],"other":[159,200],"algorithms":[160],"presented":[162],"literature.":[165],"Due":[166],"to":[167,184],"stochastic":[169],"meta-heuristic":[173],"algorithms,":[174],"parametric":[176],"non-parametric":[178],"statistical":[179],"tests":[180],"implemented":[183],"establish":[185],"algorithms.":[203]},"counts_by_year":[{"year":2026,"cited_by_count":2},{"year":2025,"cited_by_count":6},{"year":2024,"cited_by_count":4},{"year":2023,"cited_by_count":4},{"year":2022,"cited_by_count":7},{"year":2021,"cited_by_count":2}],"updated_date":"2026-05-06T08:25:59.206177","created_date":"2025-10-10T00:00:00"}
