{"id":"https://openalex.org/W4205992740","doi":"https://doi.org/10.1109/jiot.2022.3141382","title":"Edge-Intelligence-Based Condition Monitoring of Beam Pumping Units Under Heavy Noise in Industrial Internet of Things for Industry 4.0","display_name":"Edge-Intelligence-Based Condition Monitoring of Beam Pumping Units Under Heavy Noise in Industrial Internet of Things for Industry 4.0","publication_year":2022,"publication_date":"2022-01-10","ids":{"openalex":"https://openalex.org/W4205992740","doi":"https://doi.org/10.1109/jiot.2022.3141382"},"language":"en","primary_location":{"id":"doi:10.1109/jiot.2022.3141382","is_oa":false,"landing_page_url":"https://doi.org/10.1109/jiot.2022.3141382","pdf_url":null,"source":{"id":"https://openalex.org/S2480266640","display_name":"IEEE Internet of Things Journal","issn_l":"2327-4662","issn":["2327-4662","2372-2541"],"is_oa":false,"is_in_doaj":false,"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":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"IEEE Internet of Things Journal","raw_type":"journal-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/A5043075442","display_name":"Chunhe Song","orcid":"https://orcid.org/0000-0001-8392-1777"},"institutions":[{"id":"https://openalex.org/I142078773","display_name":"Shenyang Institute of Automation","ror":"https://ror.org/00ft6nj33","country_code":"CN","type":"facility","lineage":["https://openalex.org/I142078773","https://openalex.org/I19820366"]},{"id":"https://openalex.org/I19820366","display_name":"Chinese Academy of Sciences","ror":"https://ror.org/034t30j35","country_code":"CN","type":"funder","lineage":["https://openalex.org/I19820366"]}],"countries":["CN"],"is_corresponding":true,"raw_author_name":"Chunhe Song","raw_affiliation_strings":["State Key Laboratory of Robotics, the Shenyang Institute of Automation, the Key Laboratory of Networked Control Systems, and the Institute for Robotics and Intelligent Manufacturing, Chinese Academy of Sciences, Shenyang, China"],"affiliations":[{"raw_affiliation_string":"State Key Laboratory of Robotics, the Shenyang Institute of Automation, the Key Laboratory of Networked Control Systems, and the Institute for Robotics and Intelligent Manufacturing, Chinese Academy of Sciences, Shenyang, China","institution_ids":["https://openalex.org/I142078773","https://openalex.org/I19820366"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5101991852","display_name":"Shuo Liu","orcid":"https://orcid.org/0000-0003-1006-5636"},"institutions":[{"id":"https://openalex.org/I4210165038","display_name":"University of Chinese Academy of Sciences","ror":"https://ror.org/05qbk4x57","country_code":"CN","type":"education","lineage":["https://openalex.org/I19820366","https://openalex.org/I4210165038"]},{"id":"https://openalex.org/I19820366","display_name":"Chinese Academy of Sciences","ror":"https://ror.org/034t30j35","country_code":"CN","type":"funder","lineage":["https://openalex.org/I19820366"]},{"id":"https://openalex.org/I142078773","display_name":"Shenyang Institute of Automation","ror":"https://ror.org/00ft6nj33","country_code":"CN","type":"facility","lineage":["https://openalex.org/I142078773","https://openalex.org/I19820366"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Shuo Liu","raw_affiliation_strings":["State Key Laboratory of Robotics, the Shenyang Institute of Automation, the Key Laboratory of Networked Control Systems, and the Institute for Robotics and Intelligent Manufacturing, Chinese Academy of Sciences, Shenyang, China","University of Chinese Academy of Sciences, Beijing, China"],"affiliations":[{"raw_affiliation_string":"State Key Laboratory of Robotics, the Shenyang Institute of Automation, the Key Laboratory of Networked Control Systems, and the Institute for Robotics and Intelligent Manufacturing, Chinese Academy of Sciences, Shenyang, China","institution_ids":["https://openalex.org/I142078773","https://openalex.org/I19820366"]},{"raw_affiliation_string":"University of Chinese Academy of Sciences, Beijing, China","institution_ids":["https://openalex.org/I4210165038"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5070719868","display_name":"Guangjie Han","orcid":"https://orcid.org/0000-0002-6921-7369"},"institutions":[{"id":"https://openalex.org/I163340411","display_name":"Hohai University","ror":"https://ror.org/01wd4xt90","country_code":"CN","type":"education","lineage":["https://openalex.org/I163340411"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Guangjie Han","raw_affiliation_strings":["Changzhou Key Laboratory of Internet of Things Technology for Intelligent River and Lake, Hohai University, Changzhou, China"],"affiliations":[{"raw_affiliation_string":"Changzhou Key Laboratory of Internet of Things Technology for Intelligent River and Lake, Hohai University, Changzhou, China","institution_ids":["https://openalex.org/I163340411"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5005866333","display_name":"Peng Zeng","orcid":"https://orcid.org/0000-0002-3904-9245"},"institutions":[{"id":"https://openalex.org/I142078773","display_name":"Shenyang Institute of Automation","ror":"https://ror.org/00ft6nj33","country_code":"CN","type":"facility","lineage":["https://openalex.org/I142078773","https://openalex.org/I19820366"]},{"id":"https://openalex.org/I19820366","display_name":"Chinese Academy of Sciences","ror":"https://ror.org/034t30j35","country_code":"CN","type":"funder","lineage":["https://openalex.org/I19820366"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Peng Zeng","raw_affiliation_strings":["State Key Laboratory of Robotics, the Shenyang Institute of Automation, the Key Laboratory of Networked Control Systems, and the Institute for Robotics and Intelligent Manufacturing, Chinese Academy of Sciences, Shenyang, China"],"affiliations":[{"raw_affiliation_string":"State Key Laboratory of Robotics, the Shenyang Institute of Automation, the Key Laboratory of Networked Control Systems, and the Institute for Robotics and Intelligent Manufacturing, Chinese Academy of Sciences, Shenyang, China","institution_ids":["https://openalex.org/I142078773","https://openalex.org/I19820366"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5100383565","display_name":"Haibin Yu","orcid":"https://orcid.org/0000-0002-1663-2956"},"institutions":[{"id":"https://openalex.org/I142078773","display_name":"Shenyang Institute of Automation","ror":"https://ror.org/00ft6nj33","country_code":"CN","type":"facility","lineage":["https://openalex.org/I142078773","https://openalex.org/I19820366"]},{"id":"https://openalex.org/I19820366","display_name":"Chinese Academy of Sciences","ror":"https://ror.org/034t30j35","country_code":"CN","type":"funder","lineage":["https://openalex.org/I19820366"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Haibin Yu","raw_affiliation_strings":["State Key Laboratory of Robotics, the Shenyang Institute of Automation, the Key Laboratory of Networked Control Systems, and the Institute for Robotics and Intelligent Manufacturing, Chinese Academy of Sciences, Shenyang, China"],"affiliations":[{"raw_affiliation_string":"State Key Laboratory of Robotics, the Shenyang Institute of Automation, the Key Laboratory of Networked Control Systems, and the Institute for Robotics and Intelligent Manufacturing, Chinese Academy of Sciences, Shenyang, China","institution_ids":["https://openalex.org/I142078773","https://openalex.org/I19820366"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5018072854","display_name":"Qingyuan Zheng","orcid":"https://orcid.org/0000-0003-4682-3857"},"institutions":[{"id":"https://openalex.org/I76569877","display_name":"Southeast University","ror":"https://ror.org/04ct4d772","country_code":"CN","type":"education","lineage":["https://openalex.org/I76569877"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Qingyuan Zheng","raw_affiliation_strings":["School of Automation, Southeast University, Nanjing, China"],"affiliations":[{"raw_affiliation_string":"School of Automation, Southeast University, Nanjing, China","institution_ids":["https://openalex.org/I76569877"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":6,"corresponding_author_ids":["https://openalex.org/A5043075442"],"corresponding_institution_ids":["https://openalex.org/I142078773","https://openalex.org/I19820366"],"apc_list":null,"apc_paid":null,"fwci":7.172,"has_fulltext":false,"cited_by_count":51,"citation_normalized_percentile":{"value":0.98057966,"is_in_top_1_percent":false,"is_in_top_10_percent":true},"cited_by_percentile_year":{"min":99,"max":100},"biblio":{"volume":"10","issue":"4","first_page":"3037","last_page":"3046"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T13050","display_name":"Oil and Gas Production Techniques","score":0.9991000294685364,"subfield":{"id":"https://openalex.org/subfields/2212","display_name":"Ocean 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/T13050","display_name":"Oil and Gas Production Techniques","score":0.9991000294685364,"subfield":{"id":"https://openalex.org/subfields/2212","display_name":"Ocean 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/T10876","display_name":"Fault Detection and Control Systems","score":0.9951000213623047,"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/T14470","display_name":"Advanced Data Processing Techniques","score":0.9912999868392944,"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"}}],"keywords":[{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.7441295385360718},{"id":"https://openalex.org/keywords/acceleration","display_name":"Acceleration","score":0.634384036064148},{"id":"https://openalex.org/keywords/noise","display_name":"Noise (video)","score":0.6210358142852783},{"id":"https://openalex.org/keywords/condition-monitoring","display_name":"Condition monitoring","score":0.5262686014175415},{"id":"https://openalex.org/keywords/enhanced-data-rates-for-gsm-evolution","display_name":"Enhanced Data Rates for GSM Evolution","score":0.5221683979034424},{"id":"https://openalex.org/keywords/fault-detection-and-isolation","display_name":"Fault detection and isolation","score":0.5201892852783203},{"id":"https://openalex.org/keywords/real-time-computing","display_name":"Real-time computing","score":0.5160953402519226},{"id":"https://openalex.org/keywords/fault","display_name":"Fault (geology)","score":0.48336857557296753},{"id":"https://openalex.org/keywords/noise-reduction","display_name":"Noise reduction","score":0.46985021233558655},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.32127052545547485},{"id":"https://openalex.org/keywords/engineering","display_name":"Engineering","score":0.1857554018497467},{"id":"https://openalex.org/keywords/electrical-engineering","display_name":"Electrical engineering","score":0.10026991367340088}],"concepts":[{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.7441295385360718},{"id":"https://openalex.org/C117896860","wikidata":"https://www.wikidata.org/wiki/Q11376","display_name":"Acceleration","level":2,"score":0.634384036064148},{"id":"https://openalex.org/C99498987","wikidata":"https://www.wikidata.org/wiki/Q2210247","display_name":"Noise (video)","level":3,"score":0.6210358142852783},{"id":"https://openalex.org/C2775846686","wikidata":"https://www.wikidata.org/wiki/Q643012","display_name":"Condition monitoring","level":2,"score":0.5262686014175415},{"id":"https://openalex.org/C162307627","wikidata":"https://www.wikidata.org/wiki/Q204833","display_name":"Enhanced Data Rates for GSM Evolution","level":2,"score":0.5221683979034424},{"id":"https://openalex.org/C152745839","wikidata":"https://www.wikidata.org/wiki/Q5438153","display_name":"Fault detection and isolation","level":3,"score":0.5201892852783203},{"id":"https://openalex.org/C79403827","wikidata":"https://www.wikidata.org/wiki/Q3988","display_name":"Real-time computing","level":1,"score":0.5160953402519226},{"id":"https://openalex.org/C175551986","wikidata":"https://www.wikidata.org/wiki/Q47089","display_name":"Fault (geology)","level":2,"score":0.48336857557296753},{"id":"https://openalex.org/C163294075","wikidata":"https://www.wikidata.org/wiki/Q581861","display_name":"Noise reduction","level":2,"score":0.46985021233558655},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.32127052545547485},{"id":"https://openalex.org/C127413603","wikidata":"https://www.wikidata.org/wiki/Q11023","display_name":"Engineering","level":0,"score":0.1857554018497467},{"id":"https://openalex.org/C119599485","wikidata":"https://www.wikidata.org/wiki/Q43035","display_name":"Electrical engineering","level":1,"score":0.10026991367340088},{"id":"https://openalex.org/C115961682","wikidata":"https://www.wikidata.org/wiki/Q860623","display_name":"Image (mathematics)","level":2,"score":0.0},{"id":"https://openalex.org/C165205528","wikidata":"https://www.wikidata.org/wiki/Q83371","display_name":"Seismology","level":1,"score":0.0},{"id":"https://openalex.org/C121332964","wikidata":"https://www.wikidata.org/wiki/Q413","display_name":"Physics","level":0,"score":0.0},{"id":"https://openalex.org/C127313418","wikidata":"https://www.wikidata.org/wiki/Q1069","display_name":"Geology","level":0,"score":0.0},{"id":"https://openalex.org/C172707124","wikidata":"https://www.wikidata.org/wiki/Q423488","display_name":"Actuator","level":2,"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/jiot.2022.3141382","is_oa":false,"landing_page_url":"https://doi.org/10.1109/jiot.2022.3141382","pdf_url":null,"source":{"id":"https://openalex.org/S2480266640","display_name":"IEEE Internet of Things Journal","issn_l":"2327-4662","issn":["2327-4662","2372-2541"],"is_oa":false,"is_in_doaj":false,"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":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"IEEE Internet of Things Journal","raw_type":"journal-article"}],"best_oa_location":null,"sustainable_development_goals":[{"score":0.6000000238418579,"id":"https://metadata.un.org/sdg/9","display_name":"Industry, innovation and infrastructure"}],"awards":[{"id":"https://openalex.org/G1658153296","display_name":null,"funder_award_id":"U1801264","funder_id":"https://openalex.org/F4320321001","funder_display_name":"National Natural Science Foundation of China"},{"id":"https://openalex.org/G2098831178","display_name":null,"funder_award_id":"2018YFB1700200","funder_id":"https://openalex.org/F4320335777","funder_display_name":"National Key Research and Development Program of China"},{"id":"https://openalex.org/G2618392102","display_name":null,"funder_award_id":"2021-MS-030","funder_id":"https://openalex.org/F4320323086","funder_display_name":"Natural Science Foundation of Liaoning Province"},{"id":"https://openalex.org/G3978943303","display_name":null,"funder_award_id":"BE2019648","funder_id":"https://openalex.org/F4320327777","funder_display_name":"Jiangsu Provincial Key Research and Development Program"},{"id":"https://openalex.org/G5647954964","display_name":null,"funder_award_id":"62022088","funder_id":"https://openalex.org/F4320321001","funder_display_name":"National Natural Science Foundation of China"},{"id":"https://openalex.org/G8471520140","display_name":null,"funder_award_id":"U1908212","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/F4320323086","display_name":"Natural Science Foundation of Liaoning Province","ror":null},{"id":"https://openalex.org/F4320327777","display_name":"Jiangsu Provincial Key Research and Development Program","ror":null},{"id":"https://openalex.org/F4320335777","display_name":"National Key Research and Development Program of China","ror":null}],"has_content":{"grobid_xml":false,"pdf":false},"content_urls":null,"referenced_works_count":44,"referenced_works":["https://openalex.org/W2168228682","https://openalex.org/W2194775991","https://openalex.org/W2489224041","https://openalex.org/W2508914721","https://openalex.org/W2549222456","https://openalex.org/W2767079012","https://openalex.org/W2782074044","https://openalex.org/W2784032686","https://openalex.org/W2791362072","https://openalex.org/W2804114647","https://openalex.org/W2807862495","https://openalex.org/W2884127925","https://openalex.org/W2897676060","https://openalex.org/W2904387011","https://openalex.org/W2945146780","https://openalex.org/W2958412552","https://openalex.org/W2963125010","https://openalex.org/W2963446712","https://openalex.org/W2970477806","https://openalex.org/W2972984209","https://openalex.org/W2973131362","https://openalex.org/W2990682776","https://openalex.org/W2990977758","https://openalex.org/W2996484590","https://openalex.org/W3001112777","https://openalex.org/W3009559808","https://openalex.org/W3026349807","https://openalex.org/W3033618994","https://openalex.org/W3034675812","https://openalex.org/W3039216919","https://openalex.org/W3040896482","https://openalex.org/W3041941534","https://openalex.org/W3046705914","https://openalex.org/W3091070512","https://openalex.org/W3092236031","https://openalex.org/W3096672963","https://openalex.org/W3110160782","https://openalex.org/W3130671659","https://openalex.org/W3135684856","https://openalex.org/W3149718933","https://openalex.org/W3159526139","https://openalex.org/W3175223020","https://openalex.org/W3204812350","https://openalex.org/W6802125168"],"related_works":["https://openalex.org/W2565094479","https://openalex.org/W2390829436","https://openalex.org/W1989791859","https://openalex.org/W602859758","https://openalex.org/W1971289376","https://openalex.org/W2379101322","https://openalex.org/W1992553864","https://openalex.org/W2776207444","https://openalex.org/W2726447019","https://openalex.org/W2006439817"],"abstract_inverted_index":{"Accurately":[0],"estimating":[1],"the":[2,12,24,29,36,42,48,51,65,75,81,84,87,102,106,131,137,155,161,171,186,202,205,209,216,221,224,229],"state":[3,26,54,77],"of":[4,15,31,38,45,67,86,90,133,157,173,204,211,223,226,231,234],"equipment":[5,52],"plays":[6],"an":[7,62],"important":[8],"role":[9],"in":[10,58],"ensuring":[11],"efficient":[13],"operation":[14],"Industrial":[16,43],"4.0":[17],"systems.":[18],"This":[19],"article":[20,60],"focuses":[21],"on":[22,120,136,146,160,178,198,228],"monitoring":[23,55],"operating":[25,53],"and":[27,165],"detecting":[28,170],"faults":[30,172],"beam":[32,91,174,235],"pumping":[33,92,175],"units":[34,93,176],"under":[35],"condition":[37],"heavy":[39],"noise":[40,71,135,159],"within":[41],"Internet":[44],"Things.":[46],"On":[47,80],"one":[49],"hand,":[50,83],"system":[56],"designed":[57],"this":[59,214],"uses":[61],"acceleration":[63,124],"sensor,":[64],"signal":[66],"which":[68,100],"contains":[69],"considerable":[70],"that":[72,122],"greatly":[73],"reduces":[74],"motion":[76],"estimation":[78,117],"accuracy.":[79,109],"other":[82],"complexity":[85],"indicator":[88],"diagrams":[89],"makes":[94],"it":[95],"difficult":[96],"to":[97,104,128,152,183,219],"extract":[98],"features,":[99],"limits":[101],"ability":[103],"improve":[105,185],"fault":[107,187,232],"detection":[108,188,233],"To":[110,208],"overcome":[111,130],"these":[112],"issues,":[113],"first,":[114],"a":[115,142,147,167,192],"period":[116],"method":[118,144,168],"based":[119,145,177],"self-checking":[121],"employs":[123],"data":[125,139,200,227],"is":[126,150,181,215],"proposed":[127,151,182,206],"effectively":[129,153,184],"influence":[132,156],"complex":[134,158],"estimated":[138],"period;":[140],"second,":[141],"denoising":[143],"physical":[148],"model":[149],"reduce":[154],"acceleration-based":[162],"displacement":[163],"estimation;":[164],"third,":[166],"for":[169],"edge":[179],"intelligence":[180],"accuracy":[189],"while":[190],"maintaining":[191],"low":[193],"computational":[194],"demand.":[195],"Extensive":[196],"experiments":[197],"real":[199],"verify":[201],"effectiveness":[203],"method.":[207],"best":[210],"our":[212],"knowledge,":[213],"first":[217],"work":[218],"discuss":[220],"impact":[222],"quality":[225],"performance":[230],"pump":[236],"units.":[237]},"counts_by_year":[{"year":2026,"cited_by_count":2},{"year":2025,"cited_by_count":10},{"year":2024,"cited_by_count":17},{"year":2023,"cited_by_count":8},{"year":2022,"cited_by_count":14}],"updated_date":"2026-03-12T08:34:05.389933","created_date":"2025-10-10T00:00:00"}