{"id":"https://openalex.org/W4382241243","doi":"https://doi.org/10.3233/jifs-230253","title":"Research on indirect measuring method of dynamometer diagram of sucker rod pumping system based on long-short term memory neural network","display_name":"Research on indirect measuring method of dynamometer diagram of sucker rod pumping system based on long-short term memory neural network","publication_year":2023,"publication_date":"2023-06-27","ids":{"openalex":"https://openalex.org/W4382241243","doi":"https://doi.org/10.3233/jifs-230253"},"language":"en","primary_location":{"id":"doi:10.3233/jifs-230253","is_oa":false,"landing_page_url":"https://doi.org/10.3233/jifs-230253","pdf_url":null,"source":{"id":"https://openalex.org/S179157397","display_name":"Journal of Intelligent & Fuzzy Systems","issn_l":"1064-1246","issn":["1064-1246","1875-8967"],"is_oa":false,"is_in_doaj":false,"is_core":true,"host_organization":"https://openalex.org/P4310318577","host_organization_name":"IOS Press","host_organization_lineage":["https://openalex.org/P4310318577"],"host_organization_lineage_names":["IOS Press"],"type":"journal"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Journal of Intelligent &amp; Fuzzy Systems","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/A5100348655","display_name":"Hao Li","orcid":"https://orcid.org/0000-0002-8950-1543"},"institutions":[{"id":"https://openalex.org/I78675632","display_name":"Beijing Information Science & Technology University","ror":"https://ror.org/04xnqep60","country_code":"CN","type":"education","lineage":["https://openalex.org/I78675632"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Hao Li","raw_affiliation_strings":["School of Instrument Science and Opto-Electronics Engineering, Beijing Information Science and Technology University, Beijing, China"],"affiliations":[{"raw_affiliation_string":"School of Instrument Science and Opto-Electronics Engineering, Beijing Information Science and Technology University, Beijing, China","institution_ids":["https://openalex.org/I78675632"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5055529561","display_name":"Haisha Niu","orcid":"https://orcid.org/0000-0002-1062-4664"},"institutions":[{"id":"https://openalex.org/I78675632","display_name":"Beijing Information Science & Technology University","ror":"https://ror.org/04xnqep60","country_code":"CN","type":"education","lineage":["https://openalex.org/I78675632"]}],"countries":["CN"],"is_corresponding":true,"raw_author_name":"Haisha Niu","raw_affiliation_strings":["School of Instrument Science and Opto-Electronics Engineering, Beijing Information Science and Technology University, Beijing, China"],"affiliations":[{"raw_affiliation_string":"School of Instrument Science and Opto-Electronics Engineering, Beijing Information Science and Technology University, Beijing, China","institution_ids":["https://openalex.org/I78675632"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5108576108","display_name":"Yong Zhang","orcid":"https://orcid.org/0000-0003-0230-1395"},"institutions":[],"countries":[],"is_corresponding":false,"raw_author_name":"Yong Zhang","raw_affiliation_strings":["Beijing Yusheng Zhengchuang Technology Co., Ltd, Beijing, China"],"affiliations":[{"raw_affiliation_string":"Beijing Yusheng Zhengchuang Technology Co., Ltd, Beijing, China","institution_ids":[]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5101217638","display_name":"Zhengxian Yu","orcid":null},"institutions":[],"countries":[],"is_corresponding":false,"raw_author_name":"Zhengxian Yu","raw_affiliation_strings":["Beijing Yusheng Zhengchuang Technology Co., Ltd, Beijing, China"],"affiliations":[{"raw_affiliation_string":"Beijing Yusheng Zhengchuang Technology Co., Ltd, Beijing, China","institution_ids":[]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":4,"corresponding_author_ids":["https://openalex.org/A5055529561"],"corresponding_institution_ids":["https://openalex.org/I78675632"],"apc_list":null,"apc_paid":null,"fwci":0.8136,"has_fulltext":false,"cited_by_count":4,"citation_normalized_percentile":{"value":0.70213409,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":94,"max":96},"biblio":{"volume":"45","issue":"3","first_page":"4301","last_page":"4313"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T13050","display_name":"Oil and Gas Production Techniques","score":1.0,"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":1.0,"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/T11801","display_name":"Reservoir Engineering and Simulation Methods","score":0.9937000274658203,"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/T14470","display_name":"Advanced Data Processing Techniques","score":0.9799000024795532,"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/sucker-rod","display_name":"Sucker rod","score":0.9821930527687073},{"id":"https://openalex.org/keywords/dynamometer","display_name":"Dynamometer","score":0.9144823551177979},{"id":"https://openalex.org/keywords/diagram","display_name":"Diagram","score":0.5685709118843079},{"id":"https://openalex.org/keywords/artificial-neural-network","display_name":"Artificial neural network","score":0.5230361223220825},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.5196096301078796},{"id":"https://openalex.org/keywords/control-theory","display_name":"Control theory (sociology)","score":0.5084599256515503},{"id":"https://openalex.org/keywords/term","display_name":"Term (time)","score":0.4632139801979065},{"id":"https://openalex.org/keywords/power","display_name":"Power (physics)","score":0.45615923404693604},{"id":"https://openalex.org/keywords/displacement","display_name":"Displacement (psychology)","score":0.45295605063438416},{"id":"https://openalex.org/keywords/tilt","display_name":"Tilt (camera)","score":0.43625566363334656},{"id":"https://openalex.org/keywords/generalization","display_name":"Generalization","score":0.41405317187309265},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.2511579394340515},{"id":"https://openalex.org/keywords/mathematics","display_name":"Mathematics","score":0.23857426643371582},{"id":"https://openalex.org/keywords/engineering","display_name":"Engineering","score":0.17605000734329224},{"id":"https://openalex.org/keywords/structural-engineering","display_name":"Structural engineering","score":0.17443403601646423},{"id":"https://openalex.org/keywords/automotive-engineering","display_name":"Automotive engineering","score":0.15976190567016602},{"id":"https://openalex.org/keywords/mechanical-engineering","display_name":"Mechanical engineering","score":0.14140966534614563},{"id":"https://openalex.org/keywords/physics","display_name":"Physics","score":0.12401661276817322},{"id":"https://openalex.org/keywords/mathematical-analysis","display_name":"Mathematical analysis","score":0.10059714317321777}],"concepts":[{"id":"https://openalex.org/C2780190608","wikidata":"https://www.wikidata.org/wiki/Q7633102","display_name":"Sucker rod","level":2,"score":0.9821930527687073},{"id":"https://openalex.org/C102284421","wikidata":"https://www.wikidata.org/wiki/Q11223329","display_name":"Dynamometer","level":2,"score":0.9144823551177979},{"id":"https://openalex.org/C186399060","wikidata":"https://www.wikidata.org/wiki/Q959962","display_name":"Diagram","level":2,"score":0.5685709118843079},{"id":"https://openalex.org/C50644808","wikidata":"https://www.wikidata.org/wiki/Q192776","display_name":"Artificial neural network","level":2,"score":0.5230361223220825},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.5196096301078796},{"id":"https://openalex.org/C47446073","wikidata":"https://www.wikidata.org/wiki/Q5165890","display_name":"Control theory (sociology)","level":3,"score":0.5084599256515503},{"id":"https://openalex.org/C61797465","wikidata":"https://www.wikidata.org/wiki/Q1188986","display_name":"Term (time)","level":2,"score":0.4632139801979065},{"id":"https://openalex.org/C163258240","wikidata":"https://www.wikidata.org/wiki/Q25342","display_name":"Power (physics)","level":2,"score":0.45615923404693604},{"id":"https://openalex.org/C107551265","wikidata":"https://www.wikidata.org/wiki/Q1458245","display_name":"Displacement (psychology)","level":2,"score":0.45295605063438416},{"id":"https://openalex.org/C2779844322","wikidata":"https://www.wikidata.org/wiki/Q2919140","display_name":"Tilt (camera)","level":2,"score":0.43625566363334656},{"id":"https://openalex.org/C177148314","wikidata":"https://www.wikidata.org/wiki/Q170084","display_name":"Generalization","level":2,"score":0.41405317187309265},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.2511579394340515},{"id":"https://openalex.org/C33923547","wikidata":"https://www.wikidata.org/wiki/Q395","display_name":"Mathematics","level":0,"score":0.23857426643371582},{"id":"https://openalex.org/C127413603","wikidata":"https://www.wikidata.org/wiki/Q11023","display_name":"Engineering","level":0,"score":0.17605000734329224},{"id":"https://openalex.org/C66938386","wikidata":"https://www.wikidata.org/wiki/Q633538","display_name":"Structural engineering","level":1,"score":0.17443403601646423},{"id":"https://openalex.org/C171146098","wikidata":"https://www.wikidata.org/wiki/Q124192","display_name":"Automotive engineering","level":1,"score":0.15976190567016602},{"id":"https://openalex.org/C78519656","wikidata":"https://www.wikidata.org/wiki/Q101333","display_name":"Mechanical engineering","level":1,"score":0.14140966534614563},{"id":"https://openalex.org/C121332964","wikidata":"https://www.wikidata.org/wiki/Q413","display_name":"Physics","level":0,"score":0.12401661276817322},{"id":"https://openalex.org/C134306372","wikidata":"https://www.wikidata.org/wiki/Q7754","display_name":"Mathematical analysis","level":1,"score":0.10059714317321777},{"id":"https://openalex.org/C77088390","wikidata":"https://www.wikidata.org/wiki/Q8513","display_name":"Database","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/C2775924081","wikidata":"https://www.wikidata.org/wiki/Q55608371","display_name":"Control (management)","level":2,"score":0.0},{"id":"https://openalex.org/C542102704","wikidata":"https://www.wikidata.org/wiki/Q183257","display_name":"Psychotherapist","level":1,"score":0.0},{"id":"https://openalex.org/C15744967","wikidata":"https://www.wikidata.org/wiki/Q9418","display_name":"Psychology","level":0,"score":0.0}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.3233/jifs-230253","is_oa":false,"landing_page_url":"https://doi.org/10.3233/jifs-230253","pdf_url":null,"source":{"id":"https://openalex.org/S179157397","display_name":"Journal of Intelligent & Fuzzy Systems","issn_l":"1064-1246","issn":["1064-1246","1875-8967"],"is_oa":false,"is_in_doaj":false,"is_core":true,"host_organization":"https://openalex.org/P4310318577","host_organization_name":"IOS Press","host_organization_lineage":["https://openalex.org/P4310318577"],"host_organization_lineage_names":["IOS Press"],"type":"journal"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Journal of Intelligent &amp; Fuzzy Systems","raw_type":"journal-article"}],"best_oa_location":null,"sustainable_development_goals":[],"awards":[],"funders":[],"has_content":{"pdf":false,"grobid_xml":false},"content_urls":null,"referenced_works_count":26,"referenced_works":["https://openalex.org/W1689711448","https://openalex.org/W1966873744","https://openalex.org/W1985479415","https://openalex.org/W1999835894","https://openalex.org/W2021584039","https://openalex.org/W2026345928","https://openalex.org/W2080092265","https://openalex.org/W2345637184","https://openalex.org/W2790326078","https://openalex.org/W2885195348","https://openalex.org/W2899816880","https://openalex.org/W2976457947","https://openalex.org/W2978526646","https://openalex.org/W3007203411","https://openalex.org/W3010381794","https://openalex.org/W3019352575","https://openalex.org/W3024761859","https://openalex.org/W3090332641","https://openalex.org/W3112756409","https://openalex.org/W3133289802","https://openalex.org/W3146257408","https://openalex.org/W3159874169","https://openalex.org/W3172754152","https://openalex.org/W3184330778","https://openalex.org/W3216454943","https://openalex.org/W6989344573"],"related_works":["https://openalex.org/W2003694557","https://openalex.org/W2390071636","https://openalex.org/W2263473007","https://openalex.org/W2558215895","https://openalex.org/W2028600613","https://openalex.org/W4382241243","https://openalex.org/W2063212882","https://openalex.org/W2365215267","https://openalex.org/W2355880706","https://openalex.org/W2974247650"],"abstract_inverted_index":{"Traditional":[0],"mechanical":[1,63],"models":[2,174],"and":[3,28,61,101,179],"sensors":[4],"face":[5],"challenges":[6],"in":[7,22,176],"obtaining":[8],"the":[9,13,32,36,45,49,70,85,90,107,112,119,124,129,145,149,157],"dynamometer":[10,91,108],"diagram":[11,109],"of":[12,48,106,123,133,148,166],"sucker":[14,125],"rod":[15,126],"pump":[16],"system":[17],"(SRPS)":[18],"due":[19],"to":[20,68,83,143],"difficulties":[21],"model":[23,87,104,160],"solving,":[24],"high":[25,163],"application":[26],"costs,":[27],"maintenance":[29],"difficulties.":[30],"Since":[31],"electric":[33,58,95],"motor":[34,59,96],"powers":[35],"SRPS,":[37],"its":[38],"power":[39,60],"output":[40],"is":[41,66,81,115,169],"highly":[42],"correlated":[43],"with":[44],"working":[46],"state":[47],"entire":[50],"device.":[51],"Therefore,":[52],"a":[53,74,99,162],"hy-brid":[54],"method":[55],"based":[56,93],"on":[57,94],"SPRS":[62],"parameter":[64],"prediction":[65,146],"proposed":[67,158],"predict":[69],"dyna-mometer":[71],"diagram.":[72],"First,":[73],"long":[75],"short-term":[76],"memory":[77],"neural":[78],"network":[79],"(LSTM)":[80],"used":[82],"establish":[84],"LSTM-L":[86],"for":[88],"predicting":[89],"load":[92],"power.":[97],"Then,":[98],"mathematical":[100],"physical":[102],"calculation":[103],"(FLM-D)":[105],"displacement":[110],"at":[111],"hanging":[113],"point":[114],"constructed":[116],"by":[117],"combining":[118],"four-bar":[120],"linkage":[121],"structure":[122],"pump.":[127],"Finally,":[128],"experimental":[130],"production":[131],"data":[132],"oil":[134],"wells":[135],"are":[136],"collected":[137],"through":[138],"an":[139],"edge":[140],"computing":[141],"device":[142],"verify":[144],"performance":[147],"LSTM-L&amp;FLM-D":[150,159],"hybrid":[151],"model.":[152],"Experimental":[153],"results":[154],"show":[155],"that":[156],"has":[161],"fitting":[164],"degree":[165],"99.3%,":[167],"which":[168],"more":[170],"robust":[171],"than":[172],"other":[173],"considered":[175],"this":[177],"study,":[178],"exhibits":[180],"better":[181],"generalization":[182],"ability.":[183]},"counts_by_year":[{"year":2025,"cited_by_count":2},{"year":2024,"cited_by_count":2}],"updated_date":"2025-11-06T03:46:38.306776","created_date":"2025-10-10T00:00:00"}
