{"id":"https://openalex.org/W4403277969","doi":"https://doi.org/10.1109/vdat63601.2024.10705749","title":"Machine Learning Based Computationally Efficient Approach for Accurate Prediction of Power Integrity Performance of Power Distribution Networks","display_name":"Machine Learning Based Computationally Efficient Approach for Accurate Prediction of Power Integrity Performance of Power Distribution Networks","publication_year":2024,"publication_date":"2024-09-01","ids":{"openalex":"https://openalex.org/W4403277969","doi":"https://doi.org/10.1109/vdat63601.2024.10705749"},"language":"en","primary_location":{"id":"doi:10.1109/vdat63601.2024.10705749","is_oa":false,"landing_page_url":"https://doi.org/10.1109/vdat63601.2024.10705749","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2024 28th International Symposium on VLSI Design and Test (VDAT)","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/A5101914085","display_name":"Aprajita Bera","orcid":"https://orcid.org/0009-0008-2753-1836"},"institutions":[],"countries":[],"is_corresponding":true,"raw_author_name":"Aprajita Bera","raw_affiliation_strings":["Electronics Engineering Sardar Patel Institute of Technology,Mumbai,India"],"affiliations":[{"raw_affiliation_string":"Electronics Engineering Sardar Patel Institute of Technology,Mumbai,India","institution_ids":[]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5110602319","display_name":"Sudhakar Mande","orcid":null},"institutions":[],"countries":[],"is_corresponding":false,"raw_author_name":"Sudhakar Mande","raw_affiliation_strings":["Electronics and Telecommunication Engineering Don Bosco Institute of Technology,Mumbai,India"],"affiliations":[{"raw_affiliation_string":"Electronics and Telecommunication Engineering Don Bosco Institute of Technology,Mumbai,India","institution_ids":[]}]}],"institutions":[],"countries_distinct_count":0,"institutions_distinct_count":2,"corresponding_author_ids":["https://openalex.org/A5101914085"],"corresponding_institution_ids":[],"apc_list":null,"apc_paid":null,"fwci":0.2225,"has_fulltext":false,"cited_by_count":1,"citation_normalized_percentile":{"value":0.53846957,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":90,"max":94},"biblio":{"volume":null,"issue":null,"first_page":"1","last_page":"5"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10573","display_name":"Power Quality and Harmonics","score":0.949999988079071,"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/T10573","display_name":"Power Quality and Harmonics","score":0.949999988079071,"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/T11568","display_name":"Railway Systems and Energy Efficiency","score":0.9135000109672546,"subfield":{"id":"https://openalex.org/subfields/2209","display_name":"Industrial and Manufacturing 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/computer-science","display_name":"Computer science","score":0.6826865673065186},{"id":"https://openalex.org/keywords/power","display_name":"Power (physics)","score":0.6541595458984375},{"id":"https://openalex.org/keywords/power-integrity","display_name":"Power integrity","score":0.462148517370224},{"id":"https://openalex.org/keywords/reliability-engineering","display_name":"Reliability engineering","score":0.39227885007858276},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.37455320358276367},{"id":"https://openalex.org/keywords/machine-learning","display_name":"Machine learning","score":0.356533944606781},{"id":"https://openalex.org/keywords/signal-integrity","display_name":"Signal integrity","score":0.17903897166252136},{"id":"https://openalex.org/keywords/engineering","display_name":"Engineering","score":0.1704745888710022},{"id":"https://openalex.org/keywords/telecommunications","display_name":"Telecommunications","score":0.11378443241119385}],"concepts":[{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.6826865673065186},{"id":"https://openalex.org/C163258240","wikidata":"https://www.wikidata.org/wiki/Q25342","display_name":"Power (physics)","level":2,"score":0.6541595458984375},{"id":"https://openalex.org/C2777561913","wikidata":"https://www.wikidata.org/wiki/Q19599527","display_name":"Power integrity","level":4,"score":0.462148517370224},{"id":"https://openalex.org/C200601418","wikidata":"https://www.wikidata.org/wiki/Q2193887","display_name":"Reliability engineering","level":1,"score":0.39227885007858276},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.37455320358276367},{"id":"https://openalex.org/C119857082","wikidata":"https://www.wikidata.org/wiki/Q2539","display_name":"Machine learning","level":1,"score":0.356533944606781},{"id":"https://openalex.org/C44938667","wikidata":"https://www.wikidata.org/wiki/Q4503810","display_name":"Signal integrity","level":3,"score":0.17903897166252136},{"id":"https://openalex.org/C127413603","wikidata":"https://www.wikidata.org/wiki/Q11023","display_name":"Engineering","level":0,"score":0.1704745888710022},{"id":"https://openalex.org/C76155785","wikidata":"https://www.wikidata.org/wiki/Q418","display_name":"Telecommunications","level":1,"score":0.11378443241119385},{"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/C123745756","wikidata":"https://www.wikidata.org/wiki/Q1665949","display_name":"Interconnection","level":2,"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":1,"locations":[{"id":"doi:10.1109/vdat63601.2024.10705749","is_oa":false,"landing_page_url":"https://doi.org/10.1109/vdat63601.2024.10705749","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2024 28th International Symposium on VLSI Design and Test (VDAT)","raw_type":"proceedings-article"}],"best_oa_location":null,"sustainable_development_goals":[{"display_name":"Affordable and clean energy","id":"https://metadata.un.org/sdg/7","score":0.8299999833106995}],"awards":[],"funders":[],"has_content":{"grobid_xml":false,"pdf":false},"content_urls":null,"referenced_works_count":18,"referenced_works":["https://openalex.org/W1987289905","https://openalex.org/W2049570504","https://openalex.org/W2097527655","https://openalex.org/W2767693145","https://openalex.org/W2782731083","https://openalex.org/W3019101193","https://openalex.org/W3020099964","https://openalex.org/W3085167668","https://openalex.org/W3086397021","https://openalex.org/W3160029317","https://openalex.org/W3187551466","https://openalex.org/W4205774390","https://openalex.org/W4210937366","https://openalex.org/W4294892200","https://openalex.org/W4300570015","https://openalex.org/W4312708667","https://openalex.org/W6635291617","https://openalex.org/W6758843505"],"related_works":["https://openalex.org/W2961085424","https://openalex.org/W4306674287","https://openalex.org/W3046775127","https://openalex.org/W3107602296","https://openalex.org/W4394896187","https://openalex.org/W3170094116","https://openalex.org/W4386462264","https://openalex.org/W4364306694","https://openalex.org/W4312192474","https://openalex.org/W4283697347"],"abstract_inverted_index":{"The":[0,64,81,129],"traditional":[1],"approach":[2],"for":[3,74,85,138],"power":[4,8,28,33,47,61,140],"integrity":[5,29,48],"assessment":[6],"of":[7,31,59,119],"distribution":[9,34,62,141],"network":[10,35],"is":[11,36,43,83,97,123,132],"time":[12,105],"consuming":[13],"and":[14,57,71],"causes":[15],"delay":[16],"in":[17],"the":[18,32,60,90,100,116,120],"design":[19,79],"cycle":[20],"due":[21],"to":[22,45,111,135],"multiple":[23],"iterations.":[24],"In":[25],"this":[26],"paper,":[27],"performance":[30,49],"predicted":[37],"using":[38,89],"machine":[39],"learning.":[40],"This":[41],"methodology":[42,66,102,122,131],"applied":[44],"obtain":[46],"parameters":[50],"like":[51],"DC":[52],"drop":[53],"voltage,":[54],"current":[55],"density":[56],"impedance":[58],"network.":[63],"proposed":[65,101,121],"incorporates":[67],"Artificial":[68],"Neural":[69],"Networks":[70],"Levenberg-Marquardt":[72],"algorithm":[73],"modeling":[75,139],"efficiently":[76],"with":[77],"nonlinear":[78],"parameters.":[80],"dataset":[82],"generated":[84],"synchronous":[86],"DRAM":[87],"MT48LC4M16A2":[88],"Mentor":[91],"Graphics":[92],"HyperLynx":[93],"PI":[94],"tool.":[95],"It":[96],"observed":[98],"that":[99],"reduces":[103],"computational":[104],"by":[106],"40":[107],"%":[108],"as":[109],"compared":[110],"conventional":[112],"RSM":[113],"approach.":[114],"Moreover,":[115],"prediction":[117],"accuracy":[118],"1.3":[124],"times":[125],"better":[126],"than":[127],"RSM.":[128],"developed":[130],"therefore":[133],"found":[134],"be":[136],"effective":[137],"networks.":[142]},"counts_by_year":[{"year":2024,"cited_by_count":1}],"updated_date":"2025-12-22T23:10:17.713674","created_date":"2025-10-10T00:00:00"}
