{"id":"https://openalex.org/W4412030626","doi":"https://doi.org/10.1109/icphm65385.2025.11061818","title":"Enhancing Power Quality in Low-Inertia Grids Using NILM-Enabled Grid-Forming Inverters","display_name":"Enhancing Power Quality in Low-Inertia Grids Using NILM-Enabled Grid-Forming Inverters","publication_year":2025,"publication_date":"2025-06-09","ids":{"openalex":"https://openalex.org/W4412030626","doi":"https://doi.org/10.1109/icphm65385.2025.11061818"},"language":"en","primary_location":{"id":"doi:10.1109/icphm65385.2025.11061818","is_oa":false,"landing_page_url":"https://doi.org/10.1109/icphm65385.2025.11061818","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2025 IEEE International Conference on Prognostics and Health Management (ICPHM)","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/A5086730114","display_name":"Daniel O. Williams","orcid":"https://orcid.org/0000-0002-1024-7678"},"institutions":[{"id":"https://openalex.org/I19833938","display_name":"Western New England University","ror":"https://ror.org/007cnf143","country_code":"US","type":"education","lineage":["https://openalex.org/I19833938"]}],"countries":["US"],"is_corresponding":true,"raw_author_name":"Daniel O Williams","raw_affiliation_strings":["Western New England University,Industrial Engineering Department,Springfield,MA,USA"],"affiliations":[{"raw_affiliation_string":"Western New England University,Industrial Engineering Department,Springfield,MA,USA","institution_ids":["https://openalex.org/I19833938"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5100696183","display_name":"Zhaojun Li","orcid":"https://orcid.org/0000-0002-2755-7592"},"institutions":[{"id":"https://openalex.org/I19833938","display_name":"Western New England University","ror":"https://ror.org/007cnf143","country_code":"US","type":"education","lineage":["https://openalex.org/I19833938"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Zhaojun S. Li","raw_affiliation_strings":["Western New England University,Industrial Engineering Department,Springfield,MA,USA"],"affiliations":[{"raw_affiliation_string":"Western New England University,Industrial Engineering Department,Springfield,MA,USA","institution_ids":["https://openalex.org/I19833938"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5090047790","display_name":"Tamer F. Megahed","orcid":"https://orcid.org/0000-0003-1411-5602"},"institutions":[{"id":"https://openalex.org/I32619867","display_name":"Egypt-Japan University of Science and Technology","ror":"https://ror.org/02x66tk73","country_code":"EG","type":"education","lineage":["https://openalex.org/I32619867"]}],"countries":["EG"],"is_corresponding":false,"raw_author_name":"Tamer F. Megahed","raw_affiliation_strings":["Egypt-Japan University of Science and Technology,Electrical Engineering Department,Alexandria,Egypt"],"affiliations":[{"raw_affiliation_string":"Egypt-Japan University of Science and Technology,Electrical Engineering Department,Alexandria,Egypt","institution_ids":["https://openalex.org/I32619867"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5103060588","display_name":"Xiaochuan Luo","orcid":"https://orcid.org/0000-0001-6886-1649"},"institutions":[],"countries":[],"is_corresponding":false,"raw_author_name":"Xiaochuan Luo","raw_affiliation_strings":["ISO New England,Advanced Technology Solutions Department,Holyoke,MA,USA"],"affiliations":[{"raw_affiliation_string":"ISO New England,Advanced Technology Solutions Department,Holyoke,MA,USA","institution_ids":[]}]}],"institutions":[],"countries_distinct_count":2,"institutions_distinct_count":4,"corresponding_author_ids":["https://openalex.org/A5086730114"],"corresponding_institution_ids":["https://openalex.org/I19833938"],"apc_list":null,"apc_paid":null,"fwci":1.3185,"has_fulltext":false,"cited_by_count":1,"citation_normalized_percentile":{"value":0.81757776,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":97,"max":99},"biblio":{"volume":null,"issue":null,"first_page":"1","last_page":"7"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10223","display_name":"Microgrid Control and Optimization","score":0.9983000159263611,"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"}},"topics":[{"id":"https://openalex.org/T10223","display_name":"Microgrid Control and Optimization","score":0.9983000159263611,"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/T10603","display_name":"Smart Grid Energy Management","score":0.9857000112533569,"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/T14444","display_name":"Power Systems and Renewable Energy","score":0.9825000166893005,"subfield":{"id":"https://openalex.org/subfields/2102","display_name":"Energy Engineering and Power Technology"},"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/power-quality","display_name":"Power quality","score":0.6745724081993103},{"id":"https://openalex.org/keywords/grid","display_name":"Grid","score":0.6357259154319763},{"id":"https://openalex.org/keywords/inertia","display_name":"Inertia","score":0.5909274220466614},{"id":"https://openalex.org/keywords/power-grid","display_name":"Power grid","score":0.5694923996925354},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.5521862506866455},{"id":"https://openalex.org/keywords/power","display_name":"Power (physics)","score":0.5160171985626221},{"id":"https://openalex.org/keywords/quality","display_name":"Quality (philosophy)","score":0.47758960723876953},{"id":"https://openalex.org/keywords/electronic-engineering","display_name":"Electronic engineering","score":0.40382397174835205},{"id":"https://openalex.org/keywords/electrical-engineering","display_name":"Electrical engineering","score":0.3726434111595154},{"id":"https://openalex.org/keywords/engineering","display_name":"Engineering","score":0.1857309341430664},{"id":"https://openalex.org/keywords/physics","display_name":"Physics","score":0.14299097657203674},{"id":"https://openalex.org/keywords/voltage","display_name":"Voltage","score":0.13222068548202515},{"id":"https://openalex.org/keywords/geology","display_name":"Geology","score":0.06935852766036987}],"concepts":[{"id":"https://openalex.org/C2779665505","wikidata":"https://www.wikidata.org/wiki/Q1780079","display_name":"Power quality","level":3,"score":0.6745724081993103},{"id":"https://openalex.org/C187691185","wikidata":"https://www.wikidata.org/wiki/Q2020720","display_name":"Grid","level":2,"score":0.6357259154319763},{"id":"https://openalex.org/C110407247","wikidata":"https://www.wikidata.org/wiki/Q122508","display_name":"Inertia","level":2,"score":0.5909274220466614},{"id":"https://openalex.org/C2983254600","wikidata":"https://www.wikidata.org/wiki/Q1096907","display_name":"Power grid","level":3,"score":0.5694923996925354},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.5521862506866455},{"id":"https://openalex.org/C163258240","wikidata":"https://www.wikidata.org/wiki/Q25342","display_name":"Power (physics)","level":2,"score":0.5160171985626221},{"id":"https://openalex.org/C2779530757","wikidata":"https://www.wikidata.org/wiki/Q1207505","display_name":"Quality (philosophy)","level":2,"score":0.47758960723876953},{"id":"https://openalex.org/C24326235","wikidata":"https://www.wikidata.org/wiki/Q126095","display_name":"Electronic engineering","level":1,"score":0.40382397174835205},{"id":"https://openalex.org/C119599485","wikidata":"https://www.wikidata.org/wiki/Q43035","display_name":"Electrical engineering","level":1,"score":0.3726434111595154},{"id":"https://openalex.org/C127413603","wikidata":"https://www.wikidata.org/wiki/Q11023","display_name":"Engineering","level":0,"score":0.1857309341430664},{"id":"https://openalex.org/C121332964","wikidata":"https://www.wikidata.org/wiki/Q413","display_name":"Physics","level":0,"score":0.14299097657203674},{"id":"https://openalex.org/C165801399","wikidata":"https://www.wikidata.org/wiki/Q25428","display_name":"Voltage","level":2,"score":0.13222068548202515},{"id":"https://openalex.org/C127313418","wikidata":"https://www.wikidata.org/wiki/Q1069","display_name":"Geology","level":0,"score":0.06935852766036987},{"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/C13280743","wikidata":"https://www.wikidata.org/wiki/Q131089","display_name":"Geodesy","level":1,"score":0.0},{"id":"https://openalex.org/C74650414","wikidata":"https://www.wikidata.org/wiki/Q11397","display_name":"Classical mechanics","level":1,"score":0.0}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1109/icphm65385.2025.11061818","is_oa":false,"landing_page_url":"https://doi.org/10.1109/icphm65385.2025.11061818","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2025 IEEE International Conference on Prognostics and Health Management (ICPHM)","raw_type":"proceedings-article"}],"best_oa_location":null,"sustainable_development_goals":[{"display_name":"Affordable and clean energy","score":0.8399999737739563,"id":"https://metadata.un.org/sdg/7"}],"awards":[],"funders":[],"has_content":{"grobid_xml":false,"pdf":false},"content_urls":null,"referenced_works_count":29,"referenced_works":["https://openalex.org/W2180455797","https://openalex.org/W2614646677","https://openalex.org/W2806285260","https://openalex.org/W2806858326","https://openalex.org/W2888916820","https://openalex.org/W2905831006","https://openalex.org/W2908947568","https://openalex.org/W2948816168","https://openalex.org/W2999606723","https://openalex.org/W3005256021","https://openalex.org/W3022211453","https://openalex.org/W3028546528","https://openalex.org/W3048691272","https://openalex.org/W3094737128","https://openalex.org/W3156867250","https://openalex.org/W3161194774","https://openalex.org/W3196174740","https://openalex.org/W3215169997","https://openalex.org/W4281628019","https://openalex.org/W4281860237","https://openalex.org/W4283835641","https://openalex.org/W4285155993","https://openalex.org/W4293486081","https://openalex.org/W4313332263","https://openalex.org/W4319938650","https://openalex.org/W4393305376","https://openalex.org/W4394830034","https://openalex.org/W4396829948","https://openalex.org/W4396952360"],"related_works":["https://openalex.org/W1979758163","https://openalex.org/W2294490033","https://openalex.org/W4386036352","https://openalex.org/W3213378276","https://openalex.org/W2077400647","https://openalex.org/W2009592572","https://openalex.org/W1985052846","https://openalex.org/W603259671","https://openalex.org/W2319506513","https://openalex.org/W2373747919"],"abstract_inverted_index":{"The":[0,62],"increasing":[1],"integration":[2,140],"of":[3,141],"renewable":[4],"energy":[5],"sources":[6],"and":[7,20,34,73,96,99,110,126,138],"nonlinear":[8],"loads":[9],"has":[10],"led":[11],"to":[12,47,77,145],"significant":[13],"power":[14,49,148],"quality":[15,50,149],"challenges,":[16],"including":[17],"voltage":[18,97,124],"instability":[19],"harmonic":[21,71,103,121],"distortion.":[22],"Additionally,":[23],"the":[24,139],"rising":[25],"electricity":[26],"demand":[27],"from":[28],"artificial":[29],"intelligence":[30],"(AI)":[31],"data":[32],"centers":[33],"electric":[35],"vehicles":[36],"further":[37,146],"strains":[38],"grid":[39,79],"stability.":[40],"This":[41],"paper":[42],"proposes":[43],"a":[44,52],"novel":[45],"approach":[46],"enhancing":[48],"through":[51],"Non-Intrusive":[53],"Load":[54],"Monitoring":[55],"(NILM)-enabled":[56],"Grid-Forming":[57],"Inverter":[58],"(GFMI)":[59],"control":[60,91],"strategy.":[61],"proposed":[63],"system":[64,129],"integrates":[65],"real-time":[66],"load":[67],"analysis":[68],"with":[69],"adaptive":[70,102],"compensation":[72],"dynamic":[74],"voltage-frequency":[75],"regulation":[76],"improve":[78,127],"performance.":[80],"Specifically,":[81],"two":[82],"key":[83],"algorithms":[84],"are":[85],"developed:":[86],"(1)":[87],"an":[88,101],"NILM-based":[89],"droop":[90],"mechanism":[92],"for":[93],"precise":[94],"frequency":[95],"stabilization":[98],"(2)":[100],"mitigation":[104],"technique":[105],"using":[106],"FFT-based":[107],"signal":[108],"processing":[109],"PWM":[111],"injection.":[112],"MATLAB":[113],"simulations":[114],"demonstrate":[115],"that":[116],"NILM-integrated":[117],"GFMIs":[118],"effectively":[119],"reduce":[120],"distortion,":[122],"enhance":[123,147],"regulation,":[125],"overall":[128],"reliability.":[130],"Future":[131],"work":[132],"will":[133],"focus":[134],"on":[135],"experimental":[136],"validation":[137],"AI-driven":[142],"optimization":[143],"techniques":[144],"in":[150],"modern":[151],"low-inertia":[152],"grids.":[153]},"counts_by_year":[{"year":2026,"cited_by_count":1}],"updated_date":"2026-03-13T16:22:10.518609","created_date":"2025-10-10T00:00:00"}
