{"id":"https://openalex.org/W3001947911","doi":"https://doi.org/10.1109/access.2020.2968172","title":"Sensor-Based Recurrence Analysis of Energy Efficiency in Machining Processes","display_name":"Sensor-Based Recurrence Analysis of Energy Efficiency in Machining Processes","publication_year":2020,"publication_date":"2020-01-01","ids":{"openalex":"https://openalex.org/W3001947911","doi":"https://doi.org/10.1109/access.2020.2968172","mag":"3001947911"},"language":"en","primary_location":{"id":"doi:10.1109/access.2020.2968172","is_oa":true,"landing_page_url":"https://doi.org/10.1109/access.2020.2968172","pdf_url":"https://ieeexplore.ieee.org/ielx7/6287639/8948470/08963930.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/ielx7/6287639/8948470/08963930.pdf","any_repository_has_fulltext":true},"authorships":[{"author_position":"first","author":{"id":"https://openalex.org/A5041806256","display_name":"Qiulian Wang","orcid":"https://orcid.org/0000-0001-5808-3898"},"institutions":[{"id":"https://openalex.org/I141649914","display_name":"Nanchang University","ror":"https://ror.org/042v6xz23","country_code":"CN","type":"education","lineage":["https://openalex.org/I141649914"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Qiulian Wang","raw_affiliation_strings":["School of Economics and Management, Nanchang University, Nanchang, China"],"raw_orcid":"https://orcid.org/0000-0001-5808-3898","affiliations":[{"raw_affiliation_string":"School of Economics and Management, Nanchang University, Nanchang, China","institution_ids":["https://openalex.org/I141649914"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5062699999","display_name":"Hui Yang","orcid":"https://orcid.org/0000-0001-5997-6823"},"institutions":[{"id":"https://openalex.org/I130769515","display_name":"Pennsylvania State University","ror":"https://ror.org/04p491231","country_code":"US","type":"education","lineage":["https://openalex.org/I130769515"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Hui Yang","raw_affiliation_strings":["Department of Industrial and Manufacturing Engineering, The Pennsylvania State University, University Park, USA"],"raw_orcid":"https://orcid.org/0000-0001-5997-6823","affiliations":[{"raw_affiliation_string":"Department of Industrial and Manufacturing Engineering, The Pennsylvania State University, University Park, USA","institution_ids":["https://openalex.org/I130769515"]}]}],"institutions":[],"countries_distinct_count":2,"institutions_distinct_count":2,"corresponding_author_ids":[],"corresponding_institution_ids":[],"apc_list":{"value":1850,"currency":"USD","value_usd":1850},"apc_paid":{"value":1850,"currency":"USD","value_usd":1850},"fwci":0.5909,"has_fulltext":true,"cited_by_count":20,"citation_normalized_percentile":{"value":0.60435119,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":94,"max":98},"biblio":{"volume":"8","issue":null,"first_page":"18326","last_page":"18336"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T11954","display_name":"Energy Efficiency and Management","score":0.9991999864578247,"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/T11954","display_name":"Energy Efficiency and Management","score":0.9991999864578247,"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/T11451","display_name":"Advanced Machining and Optimization Techniques","score":0.9764999747276306,"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/T11159","display_name":"Manufacturing Process and Optimization","score":0.9736999869346619,"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/energy-consumption","display_name":"Energy consumption","score":0.641973614692688},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.6190010905265808},{"id":"https://openalex.org/keywords/efficient-energy-use","display_name":"Efficient energy use","score":0.5995100736618042},{"id":"https://openalex.org/keywords/machining","display_name":"Machining","score":0.5944333076477051},{"id":"https://openalex.org/keywords/energy","display_name":"Energy (signal processing)","score":0.49472662806510925},{"id":"https://openalex.org/keywords/process","display_name":"Process (computing)","score":0.42582347989082336},{"id":"https://openalex.org/keywords/mechanical-engineering","display_name":"Mechanical engineering","score":0.23806080222129822},{"id":"https://openalex.org/keywords/engineering","display_name":"Engineering","score":0.22450858354568481},{"id":"https://openalex.org/keywords/statistics","display_name":"Statistics","score":0.1440550982952118},{"id":"https://openalex.org/keywords/mathematics","display_name":"Mathematics","score":0.14106795191764832}],"concepts":[{"id":"https://openalex.org/C2780165032","wikidata":"https://www.wikidata.org/wiki/Q16869822","display_name":"Energy consumption","level":2,"score":0.641973614692688},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.6190010905265808},{"id":"https://openalex.org/C2742236","wikidata":"https://www.wikidata.org/wiki/Q924713","display_name":"Efficient energy use","level":2,"score":0.5995100736618042},{"id":"https://openalex.org/C523214423","wikidata":"https://www.wikidata.org/wiki/Q192047","display_name":"Machining","level":2,"score":0.5944333076477051},{"id":"https://openalex.org/C186370098","wikidata":"https://www.wikidata.org/wiki/Q442787","display_name":"Energy (signal processing)","level":2,"score":0.49472662806510925},{"id":"https://openalex.org/C98045186","wikidata":"https://www.wikidata.org/wiki/Q205663","display_name":"Process (computing)","level":2,"score":0.42582347989082336},{"id":"https://openalex.org/C78519656","wikidata":"https://www.wikidata.org/wiki/Q101333","display_name":"Mechanical engineering","level":1,"score":0.23806080222129822},{"id":"https://openalex.org/C127413603","wikidata":"https://www.wikidata.org/wiki/Q11023","display_name":"Engineering","level":0,"score":0.22450858354568481},{"id":"https://openalex.org/C105795698","wikidata":"https://www.wikidata.org/wiki/Q12483","display_name":"Statistics","level":1,"score":0.1440550982952118},{"id":"https://openalex.org/C33923547","wikidata":"https://www.wikidata.org/wiki/Q395","display_name":"Mathematics","level":0,"score":0.14106795191764832},{"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/C119599485","wikidata":"https://www.wikidata.org/wiki/Q43035","display_name":"Electrical engineering","level":1,"score":0.0}],"mesh":[],"locations_count":2,"locations":[{"id":"doi:10.1109/access.2020.2968172","is_oa":true,"landing_page_url":"https://doi.org/10.1109/access.2020.2968172","pdf_url":"https://ieeexplore.ieee.org/ielx7/6287639/8948470/08963930.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:doaj.org/article:2ad04789bd5f4e3b9452fb617e34d4cb","is_oa":true,"landing_page_url":"https://doaj.org/article/2ad04789bd5f4e3b9452fb617e34d4cb","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 8, Pp 18326-18336 (2020)","raw_type":"article"}],"best_oa_location":{"id":"doi:10.1109/access.2020.2968172","is_oa":true,"landing_page_url":"https://doi.org/10.1109/access.2020.2968172","pdf_url":"https://ieeexplore.ieee.org/ielx7/6287639/8948470/08963930.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":[{"display_name":"Affordable and clean energy","score":0.8899999856948853,"id":"https://metadata.un.org/sdg/7"}],"awards":[{"id":"https://openalex.org/G3853913553","display_name":null,"funder_award_id":"20171BAA208004","funder_id":"https://openalex.org/F4320322665","funder_display_name":"Natural Science Foundation of Jiangxi Province"},{"id":"https://openalex.org/G539924090","display_name":"\u57fa\u4e8eDEA\u7684\u673a\u68b0\u52a0\u5de5\u8f66\u95f4\u5236\u9020\u7cfb\u7edf\u5168\u8981\u7d20\u80fd\u91cf\u6548\u7387\u8bc4\u4ef7\u4e0e\u4f18\u5316\u7814\u7a76","funder_award_id":"51765043","funder_id":"https://openalex.org/F4320321001","funder_display_name":"National Natural Science Foundation of China"}],"funders":[{"id":"https://openalex.org/F4320321001","display_name":"National Natural Science Foundation of China","ror":"https://ror.org/01h0zpd94"},{"id":"https://openalex.org/F4320322665","display_name":"Natural Science Foundation of Jiangxi Province","ror":null}],"has_content":{"grobid_xml":true,"pdf":true},"content_urls":{"pdf":"https://content.openalex.org/works/W3001947911.pdf","grobid_xml":"https://content.openalex.org/works/W3001947911.grobid-xml"},"referenced_works_count":28,"referenced_works":["https://openalex.org/W100800043","https://openalex.org/W163398912","https://openalex.org/W859111065","https://openalex.org/W1683453524","https://openalex.org/W1899837186","https://openalex.org/W1997713654","https://openalex.org/W2002196499","https://openalex.org/W2018887192","https://openalex.org/W2019879871","https://openalex.org/W2080314777","https://openalex.org/W2089138141","https://openalex.org/W2105811964","https://openalex.org/W2151250495","https://openalex.org/W2151508473","https://openalex.org/W2227497665","https://openalex.org/W2295307183","https://openalex.org/W2470117365","https://openalex.org/W2483159729","https://openalex.org/W2566901052","https://openalex.org/W2753947513","https://openalex.org/W2801633820","https://openalex.org/W2884842875","https://openalex.org/W2909391844","https://openalex.org/W2942400775","https://openalex.org/W2946566386","https://openalex.org/W2960639916","https://openalex.org/W2972237280","https://openalex.org/W3142705432"],"related_works":["https://openalex.org/W2803338891","https://openalex.org/W179829755","https://openalex.org/W4297745244","https://openalex.org/W4214628662","https://openalex.org/W2037518538","https://openalex.org/W2156822401","https://openalex.org/W3092380670","https://openalex.org/W3125847301","https://openalex.org/W4313390786","https://openalex.org/W2356819012"],"abstract_inverted_index":{"Manufacturing":[0],"industry":[1],"incurs":[2],"a":[3,70,189],"large":[4],"portion":[5],"of":[6,48,77,84,118,130,146,149,168,185,199,222],"energy":[7,17,49,58,65,85,119,131,173,200,224],"consumption":[8,120],"and":[9,81,105,136,180,220],"carbon":[10],"emission":[11],"in":[12,42,87,102,111,121,171,188,226],"the":[13,43,88,94,99,112,127,159,165,172,196,209,227],"economy.":[14],"Traditionally,":[15],"smart":[16],"management":[18],"depends":[19],"on":[20,182],"aggregated":[21],"measures":[22],"from":[23,34,202,208],"billing":[24],"information,":[25],"as":[26,28],"well":[27],"physics-based":[29],"models,":[30],"empirical":[31],"results":[32,193],"derived":[33],"extensive":[35],"experiments,":[36],"which":[37,212],"tend":[38],"to":[39,56,97,163,216],"be":[40],"limited":[41],"ability":[44],"for":[45,61,74,133,143],"real-time":[46,223],"monitoring":[47,59,145,219],"efficiency.":[50],"There":[51],"is":[52,155,178,205],"an":[53,153],"urgent":[54],"need":[55],"develop":[57,138],"solutions":[60],"more":[62],"transparency":[63],"about":[64],"use.":[66,174],"This":[67],"paper":[68],"presents":[69],"new":[71],"sensor-based":[72,203,218],"approach":[73,162],"recurrence":[75,95],"analysis":[76,221],"continuous":[78,147],"power":[79,103],"signals":[80,104],"multi-state":[82],"modeling":[83],"efficiency":[86,132,201,225],"machining":[89,113],"process.":[90,229],"First,":[91],"we":[92,125,157],"leverage":[93],"plot":[96],"characterize":[98],"nonlinear":[100],"variations":[101],"further":[106],"help":[107],"delineate":[108],"different":[109],"states":[110,170],"process,":[114],"thereby":[115],"providing":[116],"statistics":[117],"each":[122,134],"state.":[123],"Second,":[124],"compute":[126],"composite":[128],"index":[129],"workpiece":[135],"then":[137],"multivariate":[139],"statistical":[140],"control":[141],"charts":[142],"process":[144],"production":[148],"workpieces.":[150],"Third,":[151],"after":[152],"anomaly":[154],"detected,":[156],"propose":[158],"orthogonal":[160],"decomposition":[161],"diagnose":[164],"root":[166],"cause":[167],"abnormal":[169],"The":[175],"proposed":[176],"methodology":[177],"evaluated":[179],"validated":[181],"real-world":[183],"manufacturing":[184,228],"shaft-like":[186],"parts":[187],"machine":[190],"shop.":[191],"Experimental":[192],"show":[194,213],"that":[195],"prediction":[197],"error":[198],"models":[204],"within":[206],"5%":[207],"ground":[210],"truth,":[211],"great":[214],"potentials":[215],"implement":[217]},"counts_by_year":[{"year":2026,"cited_by_count":1},{"year":2025,"cited_by_count":4},{"year":2024,"cited_by_count":4},{"year":2023,"cited_by_count":6},{"year":2022,"cited_by_count":3},{"year":2021,"cited_by_count":2}],"updated_date":"2026-06-11T09:08:48.828518","created_date":"2025-10-10T00:00:00"}