{"id":"https://openalex.org/W2994786479","doi":"https://doi.org/10.1109/tencon.2019.8929414","title":"A Multilayer Perceptron approach to track Maximum Power in Wind Power Generation Systems","display_name":"A Multilayer Perceptron approach to track Maximum Power in Wind Power Generation Systems","publication_year":2019,"publication_date":"2019-10-01","ids":{"openalex":"https://openalex.org/W2994786479","doi":"https://doi.org/10.1109/tencon.2019.8929414","mag":"2994786479"},"language":"en","primary_location":{"id":"doi:10.1109/tencon.2019.8929414","is_oa":false,"landing_page_url":"https://doi.org/10.1109/tencon.2019.8929414","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"TENCON 2019 - 2019 IEEE Region 10 Conference (TENCON)","raw_type":"proceedings-article"},"type":"article","indexed_in":["crossref"],"open_access":{"is_oa":false,"oa_status":"closed","oa_url":null,"any_repository_has_fulltext":false},"authorships":[{"author_position":"first","author":{"id":"https://openalex.org/A5056000757","display_name":"Sahitya Tahiliani","orcid":null},"institutions":[{"id":"https://openalex.org/I74796645","display_name":"Birla Institute of Technology and Science, Pilani","ror":"https://ror.org/001p3jz28","country_code":"IN","type":"education","lineage":["https://openalex.org/I74796645"]}],"countries":["IN"],"is_corresponding":true,"raw_author_name":"Sahitya Tahiliani","raw_affiliation_strings":["Department of Electronics and Instrumentation Engineering, Birla Institute of Technology and Science, Pilani"],"affiliations":[{"raw_affiliation_string":"Department of Electronics and Instrumentation Engineering, Birla Institute of Technology and Science, Pilani","institution_ids":["https://openalex.org/I74796645"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5026172974","display_name":"Siddarth Sreeni","orcid":null},"institutions":[{"id":"https://openalex.org/I74796645","display_name":"Birla Institute of Technology and Science, Pilani","ror":"https://ror.org/001p3jz28","country_code":"IN","type":"education","lineage":["https://openalex.org/I74796645"]}],"countries":["IN"],"is_corresponding":false,"raw_author_name":"Siddarth Sreeni","raw_affiliation_strings":["Department of Electrical and Electronics Engineering, Birla Institute of Technology and Science, Pilani"],"affiliations":[{"raw_affiliation_string":"Department of Electrical and Electronics Engineering, Birla Institute of Technology and Science, Pilani","institution_ids":["https://openalex.org/I74796645"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5024304182","display_name":"C. Balakrishna Moorthy","orcid":"https://orcid.org/0000-0002-4377-5741"},"institutions":[{"id":"https://openalex.org/I74796645","display_name":"Birla Institute of Technology and Science, Pilani","ror":"https://ror.org/001p3jz28","country_code":"IN","type":"education","lineage":["https://openalex.org/I74796645"]}],"countries":["IN"],"is_corresponding":false,"raw_author_name":"C. Balakrishna Moorthy","raw_affiliation_strings":["Department of Electrical and Electronics Engineering, Birla Institute of Technology and Science, Pilani"],"affiliations":[{"raw_affiliation_string":"Department of Electrical and Electronics Engineering, Birla Institute of Technology and Science, Pilani","institution_ids":["https://openalex.org/I74796645"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":3,"corresponding_author_ids":["https://openalex.org/A5056000757"],"corresponding_institution_ids":["https://openalex.org/I74796645"],"apc_list":null,"apc_paid":null,"fwci":0.4632,"has_fulltext":false,"cited_by_count":13,"citation_normalized_percentile":{"value":0.59178607,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":89,"max":97},"biblio":{"volume":null,"issue":null,"first_page":"587","last_page":"591"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10468","display_name":"Photovoltaic System Optimization Techniques","score":0.9995999932289124,"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"}},"topics":[{"id":"https://openalex.org/T10468","display_name":"Photovoltaic System Optimization Techniques","score":0.9995999932289124,"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"}},{"id":"https://openalex.org/T11276","display_name":"Solar Radiation and Photovoltaics","score":0.9991000294685364,"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/T11052","display_name":"Energy Load and Power Forecasting","score":0.9918000102043152,"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/maximum-power-point-tracking","display_name":"Maximum power point tracking","score":0.811964213848114},{"id":"https://openalex.org/keywords/maximum-power-principle","display_name":"Maximum power principle","score":0.7991622090339661},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.669079601764679},{"id":"https://openalex.org/keywords/renewable-energy","display_name":"Renewable energy","score":0.6068921089172363},{"id":"https://openalex.org/keywords/power","display_name":"Power (physics)","score":0.6027600765228271},{"id":"https://openalex.org/keywords/multilayer-perceptron","display_name":"Multilayer perceptron","score":0.5607105493545532},{"id":"https://openalex.org/keywords/wind-power","display_name":"Wind power","score":0.5552435517311096},{"id":"https://openalex.org/keywords/track","display_name":"Track (disk drive)","score":0.5294715166091919},{"id":"https://openalex.org/keywords/process","display_name":"Process (computing)","score":0.5081691741943359},{"id":"https://openalex.org/keywords/algorithm","display_name":"Algorithm","score":0.45248985290527344},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.4508410096168518},{"id":"https://openalex.org/keywords/electricity-generation","display_name":"Electricity generation","score":0.4479823708534241},{"id":"https://openalex.org/keywords/electric-power-system","display_name":"Electric power system","score":0.44053179025650024},{"id":"https://openalex.org/keywords/solar-power","display_name":"Solar power","score":0.4350185990333557},{"id":"https://openalex.org/keywords/energy","display_name":"Energy (signal processing)","score":0.42848652601242065},{"id":"https://openalex.org/keywords/perceptron","display_name":"Perceptron","score":0.426776260137558},{"id":"https://openalex.org/keywords/artificial-neural-network","display_name":"Artificial neural network","score":0.40119627118110657},{"id":"https://openalex.org/keywords/machine-learning","display_name":"Machine learning","score":0.37034282088279724},{"id":"https://openalex.org/keywords/engineering","display_name":"Engineering","score":0.2208993136882782},{"id":"https://openalex.org/keywords/mathematics","display_name":"Mathematics","score":0.13279590010643005},{"id":"https://openalex.org/keywords/electrical-engineering","display_name":"Electrical engineering","score":0.0890168845653534}],"concepts":[{"id":"https://openalex.org/C36139824","wikidata":"https://www.wikidata.org/wiki/Q1052007","display_name":"Maximum power point tracking","level":4,"score":0.811964213848114},{"id":"https://openalex.org/C116615679","wikidata":"https://www.wikidata.org/wiki/Q6795908","display_name":"Maximum power principle","level":3,"score":0.7991622090339661},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.669079601764679},{"id":"https://openalex.org/C188573790","wikidata":"https://www.wikidata.org/wiki/Q12705","display_name":"Renewable energy","level":2,"score":0.6068921089172363},{"id":"https://openalex.org/C163258240","wikidata":"https://www.wikidata.org/wiki/Q25342","display_name":"Power (physics)","level":2,"score":0.6027600765228271},{"id":"https://openalex.org/C179717631","wikidata":"https://www.wikidata.org/wiki/Q2991667","display_name":"Multilayer perceptron","level":3,"score":0.5607105493545532},{"id":"https://openalex.org/C78600449","wikidata":"https://www.wikidata.org/wiki/Q43302","display_name":"Wind power","level":2,"score":0.5552435517311096},{"id":"https://openalex.org/C89992363","wikidata":"https://www.wikidata.org/wiki/Q5961558","display_name":"Track (disk drive)","level":2,"score":0.5294715166091919},{"id":"https://openalex.org/C98045186","wikidata":"https://www.wikidata.org/wiki/Q205663","display_name":"Process (computing)","level":2,"score":0.5081691741943359},{"id":"https://openalex.org/C11413529","wikidata":"https://www.wikidata.org/wiki/Q8366","display_name":"Algorithm","level":1,"score":0.45248985290527344},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.4508410096168518},{"id":"https://openalex.org/C423512","wikidata":"https://www.wikidata.org/wiki/Q383973","display_name":"Electricity generation","level":3,"score":0.4479823708534241},{"id":"https://openalex.org/C89227174","wikidata":"https://www.wikidata.org/wiki/Q2388981","display_name":"Electric power system","level":3,"score":0.44053179025650024},{"id":"https://openalex.org/C2777618391","wikidata":"https://www.wikidata.org/wiki/Q1483757","display_name":"Solar power","level":3,"score":0.4350185990333557},{"id":"https://openalex.org/C186370098","wikidata":"https://www.wikidata.org/wiki/Q442787","display_name":"Energy (signal processing)","level":2,"score":0.42848652601242065},{"id":"https://openalex.org/C60908668","wikidata":"https://www.wikidata.org/wiki/Q690207","display_name":"Perceptron","level":3,"score":0.426776260137558},{"id":"https://openalex.org/C50644808","wikidata":"https://www.wikidata.org/wiki/Q192776","display_name":"Artificial neural network","level":2,"score":0.40119627118110657},{"id":"https://openalex.org/C119857082","wikidata":"https://www.wikidata.org/wiki/Q2539","display_name":"Machine learning","level":1,"score":0.37034282088279724},{"id":"https://openalex.org/C127413603","wikidata":"https://www.wikidata.org/wiki/Q11023","display_name":"Engineering","level":0,"score":0.2208993136882782},{"id":"https://openalex.org/C33923547","wikidata":"https://www.wikidata.org/wiki/Q395","display_name":"Mathematics","level":0,"score":0.13279590010643005},{"id":"https://openalex.org/C119599485","wikidata":"https://www.wikidata.org/wiki/Q43035","display_name":"Electrical engineering","level":1,"score":0.0890168845653534},{"id":"https://openalex.org/C121332964","wikidata":"https://www.wikidata.org/wiki/Q413","display_name":"Physics","level":0,"score":0.0},{"id":"https://openalex.org/C111919701","wikidata":"https://www.wikidata.org/wiki/Q9135","display_name":"Operating system","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/C62520636","wikidata":"https://www.wikidata.org/wiki/Q944","display_name":"Quantum mechanics","level":1,"score":0.0},{"id":"https://openalex.org/C11190779","wikidata":"https://www.wikidata.org/wiki/Q664575","display_name":"Inverter","level":3,"score":0.0}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1109/tencon.2019.8929414","is_oa":false,"landing_page_url":"https://doi.org/10.1109/tencon.2019.8929414","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"TENCON 2019 - 2019 IEEE Region 10 Conference (TENCON)","raw_type":"proceedings-article"}],"best_oa_location":null,"sustainable_development_goals":[{"id":"https://metadata.un.org/sdg/7","score":0.7900000214576721,"display_name":"Affordable and clean energy"}],"awards":[],"funders":[],"has_content":{"pdf":false,"grobid_xml":false},"content_urls":null,"referenced_works_count":15,"referenced_works":["https://openalex.org/W1566404115","https://openalex.org/W2014615439","https://openalex.org/W2045197391","https://openalex.org/W2058685148","https://openalex.org/W2100248299","https://openalex.org/W2107170260","https://openalex.org/W2136070894","https://openalex.org/W2160207817","https://openalex.org/W2169498704","https://openalex.org/W2183551095","https://openalex.org/W2187619394","https://openalex.org/W2514173981","https://openalex.org/W2543725871","https://openalex.org/W2736538817","https://openalex.org/W6725838898"],"related_works":["https://openalex.org/W2290996769","https://openalex.org/W2097725229","https://openalex.org/W1977060113","https://openalex.org/W4281622623","https://openalex.org/W2527993489","https://openalex.org/W2184772563","https://openalex.org/W2374101854","https://openalex.org/W2379240244","https://openalex.org/W4389401330","https://openalex.org/W2033390848"],"abstract_inverted_index":{"Renewable":[0],"energy":[1,52],"systems":[2],"like":[3],"wind,":[4],"solar,":[5],"ocean":[6],"and":[7,19,63,82,123,165,188],"tidal":[8],"are":[9,29,98,101,163],"prone":[10],"to":[11,103,110,138,167,180,203],"consistent":[12],"weather":[13,60],"changes":[14],"which":[15],"can":[16,34,128,200],"be":[17,35,181,201],"abrupt":[18],"quick":[20],"in":[21,56,84,115,133,152,172],"nature.":[22],"Extracting":[23],"maximum":[24,48,131,141,170],"power":[25,49,69,132,171],"from":[26,31,50],"generators":[27],"that":[28,100,127,185],"powered":[30],"renewable":[32],"sources":[33],"demanding.":[36],"Maximum":[37],"Power":[38],"Point":[39],"Tracking":[40],"(MPPT)":[41],"is":[42,66,80,92,194],"the":[43,47,57,108,112,116,130,140],"process":[44],"of":[45,75],"harnessing":[46],"any":[51],"conversion":[53],"system":[54,126],"even":[55],"most":[58],"arduous":[59],"conditions.":[61,175],"Perturb":[62],"Observe":[64],"(P&O)":[65],"a":[67,73,94,121,149,169,204],"popular":[68],"tracking":[70],"algorithm":[71,184],"among":[72],"variety":[74],"other":[76],"existing":[77],"algorithms.":[78,155],"It":[79],"accurate":[81,190],"precise":[83],"its":[85,90],"approach.":[86],"However":[87],"P&O":[88,105,205],"on":[89],"own":[91],"not":[93],"feasible":[95,187],"solution.":[96],"There":[97],"algorithms":[99,162],"coupled":[102,202],"this":[104,157,198,212],"module":[106],"having":[107],"ability":[109],"recognize":[111],"changing":[113],"patterns":[114],"surrounding":[117],"environment.":[118],"This":[119],"makes":[120],"modified":[122,154],"highly":[124,189],"efficient":[125,183],"track":[129],"real":[134],"time;":[135],"enabling":[136],"us":[137],"extract":[139],"power.":[142],"Artificial":[143],"Intelligence":[144],"or":[145],"Machine":[146],"Learning":[147],"plays":[148],"key":[150],"part":[151],"these":[153],"In":[156],"paper,":[158],"various":[159],"machine":[160],"learning":[161,216],"discussed":[164,196],"compared":[166],"predict":[168],"different":[173],"environmental":[174],"Multilayer":[176],"Perceptron":[177],"reasons":[178],"out":[179],"an":[182],"delivers":[186],"predictions.":[191],"Furthermore,":[192],"it":[193],"also":[195],"how":[197],"model":[199],"module.":[206],"The":[207],"paper":[208],"concludes":[209],"by":[210],"explaining":[211],"derived":[213],"optimal":[214],"supervised":[215],"algorithm.":[217]},"counts_by_year":[{"year":2025,"cited_by_count":1},{"year":2024,"cited_by_count":3},{"year":2023,"cited_by_count":1},{"year":2022,"cited_by_count":4},{"year":2021,"cited_by_count":4}],"updated_date":"2025-11-06T03:46:38.306776","created_date":"2025-10-10T00:00:00"}
