{"id":"https://openalex.org/W2892155146","doi":"https://doi.org/10.1515/jisys-2018-0125","title":"Multi-Agent System Based on the Extreme Learning Machine and Fuzzy Control for Intelligent Energy Management in Microgrid","display_name":"Multi-Agent System Based on the Extreme Learning Machine and Fuzzy Control for Intelligent Energy Management in Microgrid","publication_year":2018,"publication_date":"2018-09-12","ids":{"openalex":"https://openalex.org/W2892155146","doi":"https://doi.org/10.1515/jisys-2018-0125","mag":"2892155146"},"language":"en","primary_location":{"id":"doi:10.1515/jisys-2018-0125","is_oa":true,"landing_page_url":"https://doi.org/10.1515/jisys-2018-0125","pdf_url":"https://www.degruyter.com/downloadpdf/journals/jisys/29/1/article-p877.pdf","source":{"id":"https://openalex.org/S2764846071","display_name":"Journal of Intelligent Systems","issn_l":"0334-1860","issn":["0334-1860","2191-026X"],"is_oa":false,"is_in_doaj":true,"is_core":true,"host_organization":"https://openalex.org/P4310315148","host_organization_name":"IlmuKomputer.Com","host_organization_lineage":["https://openalex.org/P4310315148"],"host_organization_lineage_names":["IlmuKomputer.Com"],"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 Intelligent Systems","raw_type":"journal-article"},"type":"article","indexed_in":["crossref","doaj"],"open_access":{"is_oa":true,"oa_status":"hybrid","oa_url":"https://www.degruyter.com/downloadpdf/journals/jisys/29/1/article-p877.pdf","any_repository_has_fulltext":true},"authorships":[{"author_position":"first","author":{"id":"https://openalex.org/A5082509832","display_name":"Dounia El Bourakadi","orcid":"https://orcid.org/0000-0001-6929-5749"},"institutions":[{"id":"https://openalex.org/I81605866","display_name":"Sidi Mohamed Ben Abdellah University","ror":"https://ror.org/04efg9a07","country_code":"MA","type":"education","lineage":["https://openalex.org/I81605866"]}],"countries":["MA"],"is_corresponding":true,"raw_author_name":"Dounia El Bourakadi","raw_affiliation_strings":["LIIAN Laboratory, Department of Computer Sciences, Faculty of Science Dhar-Mahraz , Sidi Mohamed Ben Abdellah University , Fez 3000, Morocco"],"raw_orcid":"https://orcid.org/0000-0001-6929-5749","affiliations":[{"raw_affiliation_string":"LIIAN Laboratory, Department of Computer Sciences, Faculty of Science Dhar-Mahraz , Sidi Mohamed Ben Abdellah University , Fez 3000, Morocco","institution_ids":["https://openalex.org/I81605866"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5078495751","display_name":"Ali Yahyaouy","orcid":"https://orcid.org/0000-0003-1954-2734"},"institutions":[{"id":"https://openalex.org/I81605866","display_name":"Sidi Mohamed Ben Abdellah University","ror":"https://ror.org/04efg9a07","country_code":"MA","type":"education","lineage":["https://openalex.org/I81605866"]}],"countries":["MA"],"is_corresponding":false,"raw_author_name":"Ali Yahyaouy","raw_affiliation_strings":["LIIAN Laboratory, Department of Computer Sciences, Faculty of Science Dhar-Mahraz , Sidi Mohamed Ben Abdellah University , Fez 3000, Morocco"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"LIIAN Laboratory, Department of Computer Sciences, Faculty of Science Dhar-Mahraz , Sidi Mohamed Ben Abdellah University , Fez 3000, Morocco","institution_ids":["https://openalex.org/I81605866"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5063767897","display_name":"Jaouad Boumhidi","orcid":"https://orcid.org/0000-0001-6018-5068"},"institutions":[{"id":"https://openalex.org/I81605866","display_name":"Sidi Mohamed Ben Abdellah University","ror":"https://ror.org/04efg9a07","country_code":"MA","type":"education","lineage":["https://openalex.org/I81605866"]}],"countries":["MA"],"is_corresponding":false,"raw_author_name":"Jaouad Boumhidi","raw_affiliation_strings":["LIIAN Laboratory, Department of Computer Sciences, Faculty of Science Dhar-Mahraz , Sidi Mohamed Ben Abdellah University , Fez 3000, Morocco"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"LIIAN Laboratory, Department of Computer Sciences, Faculty of Science Dhar-Mahraz , Sidi Mohamed Ben Abdellah University , Fez 3000, Morocco","institution_ids":["https://openalex.org/I81605866"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":3,"corresponding_author_ids":["https://openalex.org/A5082509832"],"corresponding_institution_ids":["https://openalex.org/I81605866"],"apc_list":{"value":1000,"currency":"EUR","value_usd":1078},"apc_paid":{"value":1000,"currency":"EUR","value_usd":1078},"fwci":1.1846,"has_fulltext":true,"cited_by_count":25,"citation_normalized_percentile":{"value":0.84613748,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":90,"max":98},"biblio":{"volume":"29","issue":"1","first_page":"877","last_page":"893"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T12676","display_name":"Machine Learning and ELM","score":0.9998000264167786,"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"}},"topics":[{"id":"https://openalex.org/T12676","display_name":"Machine Learning and ELM","score":0.9998000264167786,"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"}},{"id":"https://openalex.org/T10223","display_name":"Microgrid Control and Optimization","score":0.9930999875068665,"subfield":{"id":"https://openalex.org/subfields/2207","display_name":"Control and Systems 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/T12008","display_name":"Solar-Powered Water Purification Methods","score":0.9886999726295471,"subfield":{"id":"https://openalex.org/subfields/2105","display_name":"Renewable Energy, Sustainability and the Environment"},"field":{"id":"https://openalex.org/fields/21","display_name":"Energy"},"domain":{"id":"https://openalex.org/domains/3","display_name":"Physical Sciences"}}],"keywords":[{"id":"https://openalex.org/keywords/microgrid","display_name":"Microgrid","score":0.9272453784942627},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.643339991569519},{"id":"https://openalex.org/keywords/renewable-energy","display_name":"Renewable energy","score":0.6347768306732178},{"id":"https://openalex.org/keywords/photovoltaic-system","display_name":"Photovoltaic system","score":0.5650416612625122},{"id":"https://openalex.org/keywords/electricity","display_name":"Electricity","score":0.495842307806015},{"id":"https://openalex.org/keywords/fuzzy-logic","display_name":"Fuzzy logic","score":0.4482212960720062},{"id":"https://openalex.org/keywords/wind-power","display_name":"Wind power","score":0.4357835650444031},{"id":"https://openalex.org/keywords/grid","display_name":"Grid","score":0.4349874258041382},{"id":"https://openalex.org/keywords/electricity-generation","display_name":"Electricity generation","score":0.42387089133262634},{"id":"https://openalex.org/keywords/environmental-economics","display_name":"Environmental economics","score":0.34003520011901855},{"id":"https://openalex.org/keywords/control","display_name":"Control (management)","score":0.30712783336639404},{"id":"https://openalex.org/keywords/power","display_name":"Power (physics)","score":0.21468478441238403},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.19824421405792236},{"id":"https://openalex.org/keywords/engineering","display_name":"Engineering","score":0.17490407824516296},{"id":"https://openalex.org/keywords/electrical-engineering","display_name":"Electrical engineering","score":0.10920849442481995},{"id":"https://openalex.org/keywords/economics","display_name":"Economics","score":0.08069419860839844}],"concepts":[{"id":"https://openalex.org/C2776784348","wikidata":"https://www.wikidata.org/wiki/Q5762595","display_name":"Microgrid","level":3,"score":0.9272453784942627},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.643339991569519},{"id":"https://openalex.org/C188573790","wikidata":"https://www.wikidata.org/wiki/Q12705","display_name":"Renewable energy","level":2,"score":0.6347768306732178},{"id":"https://openalex.org/C41291067","wikidata":"https://www.wikidata.org/wiki/Q1897785","display_name":"Photovoltaic system","level":2,"score":0.5650416612625122},{"id":"https://openalex.org/C206658404","wikidata":"https://www.wikidata.org/wiki/Q12725","display_name":"Electricity","level":2,"score":0.495842307806015},{"id":"https://openalex.org/C58166","wikidata":"https://www.wikidata.org/wiki/Q224821","display_name":"Fuzzy logic","level":2,"score":0.4482212960720062},{"id":"https://openalex.org/C78600449","wikidata":"https://www.wikidata.org/wiki/Q43302","display_name":"Wind power","level":2,"score":0.4357835650444031},{"id":"https://openalex.org/C187691185","wikidata":"https://www.wikidata.org/wiki/Q2020720","display_name":"Grid","level":2,"score":0.4349874258041382},{"id":"https://openalex.org/C423512","wikidata":"https://www.wikidata.org/wiki/Q383973","display_name":"Electricity generation","level":3,"score":0.42387089133262634},{"id":"https://openalex.org/C134560507","wikidata":"https://www.wikidata.org/wiki/Q753291","display_name":"Environmental economics","level":1,"score":0.34003520011901855},{"id":"https://openalex.org/C2775924081","wikidata":"https://www.wikidata.org/wiki/Q55608371","display_name":"Control (management)","level":2,"score":0.30712783336639404},{"id":"https://openalex.org/C163258240","wikidata":"https://www.wikidata.org/wiki/Q25342","display_name":"Power (physics)","level":2,"score":0.21468478441238403},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.19824421405792236},{"id":"https://openalex.org/C127413603","wikidata":"https://www.wikidata.org/wiki/Q11023","display_name":"Engineering","level":0,"score":0.17490407824516296},{"id":"https://openalex.org/C119599485","wikidata":"https://www.wikidata.org/wiki/Q43035","display_name":"Electrical engineering","level":1,"score":0.10920849442481995},{"id":"https://openalex.org/C162324750","wikidata":"https://www.wikidata.org/wiki/Q8134","display_name":"Economics","level":0,"score":0.08069419860839844},{"id":"https://openalex.org/C121332964","wikidata":"https://www.wikidata.org/wiki/Q413","display_name":"Physics","level":0,"score":0.0},{"id":"https://openalex.org/C33923547","wikidata":"https://www.wikidata.org/wiki/Q395","display_name":"Mathematics","level":0,"score":0.0},{"id":"https://openalex.org/C2524010","wikidata":"https://www.wikidata.org/wiki/Q8087","display_name":"Geometry","level":1,"score":0.0},{"id":"https://openalex.org/C62520636","wikidata":"https://www.wikidata.org/wiki/Q944","display_name":"Quantum mechanics","level":1,"score":0.0}],"mesh":[],"locations_count":2,"locations":[{"id":"doi:10.1515/jisys-2018-0125","is_oa":true,"landing_page_url":"https://doi.org/10.1515/jisys-2018-0125","pdf_url":"https://www.degruyter.com/downloadpdf/journals/jisys/29/1/article-p877.pdf","source":{"id":"https://openalex.org/S2764846071","display_name":"Journal of Intelligent Systems","issn_l":"0334-1860","issn":["0334-1860","2191-026X"],"is_oa":false,"is_in_doaj":true,"is_core":true,"host_organization":"https://openalex.org/P4310315148","host_organization_name":"IlmuKomputer.Com","host_organization_lineage":["https://openalex.org/P4310315148"],"host_organization_lineage_names":["IlmuKomputer.Com"],"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 Intelligent Systems","raw_type":"journal-article"},{"id":"pmh:oai:doaj.org/article:856e28ddc88f47c8aa2cbace5d31aefa","is_oa":true,"landing_page_url":"https://doaj.org/article/856e28ddc88f47c8aa2cbace5d31aefa","pdf_url":null,"source":{"id":"https://openalex.org/S112646816","display_name":"SHILAP Revista de lepidopterolog\u00eda","issn_l":"0300-5267","issn":["0300-5267","2340-4078"],"is_oa":true,"is_in_doaj":true,"is_core":false,"host_organization":null,"host_organization_name":null,"host_organization_lineage":[],"host_organization_lineage_names":[],"type":"journal"},"license":"cc-by-sa","license_id":"https://openalex.org/licenses/cc-by-sa","version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"Journal of Intelligent Systems, Vol 29, Iss 1, Pp 877-893 (2018)","raw_type":"article"}],"best_oa_location":{"id":"doi:10.1515/jisys-2018-0125","is_oa":true,"landing_page_url":"https://doi.org/10.1515/jisys-2018-0125","pdf_url":"https://www.degruyter.com/downloadpdf/journals/jisys/29/1/article-p877.pdf","source":{"id":"https://openalex.org/S2764846071","display_name":"Journal of Intelligent Systems","issn_l":"0334-1860","issn":["0334-1860","2191-026X"],"is_oa":false,"is_in_doaj":true,"is_core":true,"host_organization":"https://openalex.org/P4310315148","host_organization_name":"IlmuKomputer.Com","host_organization_lineage":["https://openalex.org/P4310315148"],"host_organization_lineage_names":["IlmuKomputer.Com"],"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 Intelligent Systems","raw_type":"journal-article"},"sustainable_development_goals":[{"score":0.8700000047683716,"id":"https://metadata.un.org/sdg/7","display_name":"Affordable and clean energy"}],"awards":[],"funders":[],"has_content":{"grobid_xml":true,"pdf":true},"content_urls":{"pdf":"https://content.openalex.org/works/W2892155146.pdf","grobid_xml":"https://content.openalex.org/works/W2892155146.grobid-xml"},"referenced_works_count":42,"referenced_works":["https://openalex.org/W1921739","https://openalex.org/W1968918799","https://openalex.org/W1973183176","https://openalex.org/W1978557264","https://openalex.org/W1978578227","https://openalex.org/W1980194129","https://openalex.org/W1989678923","https://openalex.org/W1993717606","https://openalex.org/W2023345033","https://openalex.org/W2024377782","https://openalex.org/W2029205199","https://openalex.org/W2034142432","https://openalex.org/W2043747949","https://openalex.org/W2044407225","https://openalex.org/W2047306395","https://openalex.org/W2062387331","https://openalex.org/W2072149257","https://openalex.org/W2073629562","https://openalex.org/W2093347696","https://openalex.org/W2097934704","https://openalex.org/W2103203976","https://openalex.org/W2110158084","https://openalex.org/W2111072639","https://openalex.org/W2124141629","https://openalex.org/W2129013743","https://openalex.org/W2134603844","https://openalex.org/W2137432660","https://openalex.org/W2144064425","https://openalex.org/W2150838321","https://openalex.org/W2162197136","https://openalex.org/W2166107799","https://openalex.org/W2273824400","https://openalex.org/W2305347498","https://openalex.org/W2468539463","https://openalex.org/W2475218214","https://openalex.org/W2492160547","https://openalex.org/W2522334782","https://openalex.org/W2584850762","https://openalex.org/W2587586954","https://openalex.org/W2603152443","https://openalex.org/W2757443524","https://openalex.org/W4232284745"],"related_works":["https://openalex.org/W4210780382","https://openalex.org/W2057975886","https://openalex.org/W4308700935","https://openalex.org/W1574359403","https://openalex.org/W2356033827","https://openalex.org/W2391138633","https://openalex.org/W3093216143","https://openalex.org/W1990062858","https://openalex.org/W2897931424","https://openalex.org/W2900183140"],"abstract_inverted_index":{"Abstract":[0],"Renewable":[1],"energies":[2,8,112],"constitute":[3],"an":[4],"alternative":[5],"to":[6,21,38,95,116,129,169,184,203,209,218],"fossil":[7],"for":[9],"several":[10],"reasons.":[11],"The":[12,92],"microgrid":[13,98,146],"can":[14,147,156],"be":[15],"assumed":[16],"as":[17,137,139],"the":[18,28,34,36,41,70,85,118,121,131,142,145,151,162,171,179,186,190,196,205,211],"ideal":[19],"way":[20],"integrate":[22],"a":[23,47,52,59,97,220],"renewable":[24],"energy":[25],"source":[26],"in":[27,40,90,100,182,195],"production":[29],"of":[30,87,105,120,133,164,173,207,213],"electricity":[31,42,149],"and":[32,65,103,110,123,188,217],"give":[33],"consumer":[35,48],"opportunity":[37],"participate":[39],"market":[43],"not":[44],"just":[45],"like":[46,51],"but":[49],"also":[50],"producer.":[53],"In":[54,141],"this":[55],"paper,":[56],"we":[57,198],"present":[58],"multi-agent":[60,166],"system":[61,167],"based":[62],"on":[63,79,135,215],"wind":[64,111],"photovoltaic":[66],"power":[67,134,174,214],"prediction":[68],"using":[69],"extreme":[71],"learning":[72],"machine":[73],"algorithm.":[74],"This":[75],"algorithm":[76],"was":[77],"tested":[78],"real":[80],"weather":[81],"data":[82],"taken":[83,177],"from":[84,178],"region":[86],"Tetouan":[88,101],"City":[89,102],"Morocco.":[91],"process":[93],"aimed":[94],"implement":[96],"located":[99],"composed":[104],"different":[106],"generation":[107],"units":[108,125],"(solar":[109],"were":[113,127],"combined":[114],"together":[115],"increase":[117],"efficiency":[119],"system)":[122],"storage":[124],"(batteries":[126],"used":[128],"ensure":[130,210],"availability":[132,212],"demand":[136],"much":[138],"possible).":[140],"proposed":[143],"architecture,":[144],"exchange":[148],"with":[150],"main":[152,180],"grid;":[153],"therefore,":[154],"it":[155],"buy":[157],"or":[158,176,225],"sell":[159],"electricity.":[160,227],"Thus,":[161],"goal":[163],"our":[165],"is":[168],"control":[170,202],"amount":[172],"delivered":[175],"grid":[181],"order":[183],"reduce":[185],"cost":[187],"maximize":[189],"benefit.":[191],"To":[192],"address":[193],"uncertainties":[194],"system,":[197],"use":[199],"fuzzy":[200],"logic":[201],"manage":[204],"flow":[206],"energy,":[208],"demand,":[216],"make":[219],"reasonable":[221],"decision":[222],"about":[223],"storing":[224],"selling":[226]},"counts_by_year":[{"year":2025,"cited_by_count":3},{"year":2024,"cited_by_count":3},{"year":2023,"cited_by_count":6},{"year":2022,"cited_by_count":6},{"year":2021,"cited_by_count":4},{"year":2020,"cited_by_count":2},{"year":2019,"cited_by_count":1}],"updated_date":"2025-12-06T23:10:59.065948","created_date":"2018-09-27T00:00:00"}
