{"id":"https://openalex.org/W4220849938","doi":"https://doi.org/10.3390/s22062106","title":"Monitoring and Predictive Maintenance of Centrifugal Pumps Based on Smart Sensors","display_name":"Monitoring and Predictive Maintenance of Centrifugal Pumps Based on Smart Sensors","publication_year":2022,"publication_date":"2022-03-09","ids":{"openalex":"https://openalex.org/W4220849938","doi":"https://doi.org/10.3390/s22062106","pmid":"https://pubmed.ncbi.nlm.nih.gov/35336277"},"language":"en","primary_location":{"id":"doi:10.3390/s22062106","is_oa":true,"landing_page_url":"https://doi.org/10.3390/s22062106","pdf_url":"https://www.mdpi.com/1424-8220/22/6/2106/pdf?version=1646811628","source":{"id":"https://openalex.org/S101949793","display_name":"Sensors","issn_l":"1424-8220","issn":["1424-8220"],"is_oa":true,"is_in_doaj":true,"is_core":true,"host_organization":"https://openalex.org/P4310310987","host_organization_name":"Multidisciplinary Digital Publishing Institute","host_organization_lineage":["https://openalex.org/P4310310987"],"host_organization_lineage_names":["Multidisciplinary Digital Publishing Institute"],"type":"journal"},"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Sensors","raw_type":"journal-article"},"type":"article","indexed_in":["crossref","doaj","pubmed"],"open_access":{"is_oa":true,"oa_status":"gold","oa_url":"https://www.mdpi.com/1424-8220/22/6/2106/pdf?version=1646811628","any_repository_has_fulltext":true},"authorships":[{"author_position":"first","author":{"id":"https://openalex.org/A5013036110","display_name":"Lei Chen","orcid":"https://orcid.org/0000-0003-4827-963X"},"institutions":[{"id":"https://openalex.org/I38877650","display_name":"Zhengzhou University","ror":"https://ror.org/04ypx8c21","country_code":"CN","type":"education","lineage":["https://openalex.org/I38877650"]}],"countries":["CN"],"is_corresponding":true,"raw_author_name":"Lei Chen","raw_affiliation_strings":["School of Mechanical and Power Engineering, Zhengzhou University, No. 100 Science Street, Zhengzhou 450001, China"],"raw_orcid":"https://orcid.org/0000-0003-4827-963X","affiliations":[{"raw_affiliation_string":"School of Mechanical and Power Engineering, Zhengzhou University, No. 100 Science Street, Zhengzhou 450001, China","institution_ids":["https://openalex.org/I38877650"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5103242028","display_name":"Lijun Wei","orcid":"https://orcid.org/0000-0002-3884-1353"},"institutions":[{"id":"https://openalex.org/I38877650","display_name":"Zhengzhou University","ror":"https://ror.org/04ypx8c21","country_code":"CN","type":"education","lineage":["https://openalex.org/I38877650"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Lijun Wei","raw_affiliation_strings":["School of Mechanical and Power Engineering, Zhengzhou University, No. 100 Science Street, Zhengzhou 450001, China"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"School of Mechanical and Power Engineering, Zhengzhou University, No. 100 Science Street, Zhengzhou 450001, China","institution_ids":["https://openalex.org/I38877650"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5101520352","display_name":"Yu Wang","orcid":"https://orcid.org/0000-0001-9540-0039"},"institutions":[{"id":"https://openalex.org/I38877650","display_name":"Zhengzhou University","ror":"https://ror.org/04ypx8c21","country_code":"CN","type":"education","lineage":["https://openalex.org/I38877650"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Yu Wang","raw_affiliation_strings":["School of Mechanical and Power Engineering, Zhengzhou University, No. 100 Science Street, Zhengzhou 450001, China"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"School of Mechanical and Power Engineering, Zhengzhou University, No. 100 Science Street, Zhengzhou 450001, China","institution_ids":["https://openalex.org/I38877650"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5000189749","display_name":"Junshuo Wang","orcid":null},"institutions":[{"id":"https://openalex.org/I38877650","display_name":"Zhengzhou University","ror":"https://ror.org/04ypx8c21","country_code":"CN","type":"education","lineage":["https://openalex.org/I38877650"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Junshuo Wang","raw_affiliation_strings":["School of Mechanical and Power Engineering, Zhengzhou University, No. 100 Science Street, Zhengzhou 450001, China"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"School of Mechanical and Power Engineering, Zhengzhou University, No. 100 Science Street, Zhengzhou 450001, China","institution_ids":["https://openalex.org/I38877650"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5100425944","display_name":"Wenlong Li","orcid":"https://orcid.org/0000-0002-5351-7076"},"institutions":[{"id":"https://openalex.org/I38877650","display_name":"Zhengzhou University","ror":"https://ror.org/04ypx8c21","country_code":"CN","type":"education","lineage":["https://openalex.org/I38877650"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Wenlong Li","raw_affiliation_strings":["School of Mechanical and Power Engineering, Zhengzhou University, No. 100 Science Street, Zhengzhou 450001, China"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"School of Mechanical and Power Engineering, Zhengzhou University, No. 100 Science Street, Zhengzhou 450001, China","institution_ids":["https://openalex.org/I38877650"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":1,"corresponding_author_ids":["https://openalex.org/A5013036110"],"corresponding_institution_ids":["https://openalex.org/I38877650"],"apc_list":{"value":2400,"currency":"CHF","value_usd":2673},"apc_paid":{"value":2400,"currency":"CHF","value_usd":2673},"fwci":4.9137,"has_fulltext":false,"cited_by_count":69,"citation_normalized_percentile":{"value":0.97033627,"is_in_top_1_percent":false,"is_in_top_10_percent":true},"cited_by_percentile_year":{"min":97,"max":100},"biblio":{"volume":"22","issue":"6","first_page":"2106","last_page":"2106"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T11372","display_name":"Hydraulic and Pneumatic Systems","score":0.9968000054359436,"subfield":{"id":"https://openalex.org/subfields/2210","display_name":"Mechanical 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/T11372","display_name":"Hydraulic and Pneumatic Systems","score":0.9968000054359436,"subfield":{"id":"https://openalex.org/subfields/2210","display_name":"Mechanical 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/T11220","display_name":"Water Systems and Optimization","score":0.9955000281333923,"subfield":{"id":"https://openalex.org/subfields/2205","display_name":"Civil and Structural 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/T11202","display_name":"Cavitation Phenomena in Pumps","score":0.9950000047683716,"subfield":{"id":"https://openalex.org/subfields/2211","display_name":"Mechanics of Materials"},"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/centrifugal-pump","display_name":"Centrifugal pump","score":0.6949067115783691},{"id":"https://openalex.org/keywords/engineering","display_name":"Engineering","score":0.5916377305984497},{"id":"https://openalex.org/keywords/condition-monitoring","display_name":"Condition monitoring","score":0.5857779383659363},{"id":"https://openalex.org/keywords/fault","display_name":"Fault (geology)","score":0.469133585691452},{"id":"https://openalex.org/keywords/fault-detection-and-isolation","display_name":"Fault detection and isolation","score":0.46722421050071716},{"id":"https://openalex.org/keywords/impeller","display_name":"Impeller","score":0.43703988194465637},{"id":"https://openalex.org/keywords/server","display_name":"Server","score":0.4328320622444153},{"id":"https://openalex.org/keywords/wireless","display_name":"Wireless","score":0.4206002950668335},{"id":"https://openalex.org/keywords/cloud-computing","display_name":"Cloud computing","score":0.4203146994113922},{"id":"https://openalex.org/keywords/embedded-system","display_name":"Embedded system","score":0.3875542879104614},{"id":"https://openalex.org/keywords/automotive-engineering","display_name":"Automotive engineering","score":0.38593342900276184},{"id":"https://openalex.org/keywords/real-time-computing","display_name":"Real-time computing","score":0.35790279507637024},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.29633063077926636},{"id":"https://openalex.org/keywords/electrical-engineering","display_name":"Electrical engineering","score":0.2645043730735779},{"id":"https://openalex.org/keywords/mechanical-engineering","display_name":"Mechanical engineering","score":0.25489550828933716},{"id":"https://openalex.org/keywords/actuator","display_name":"Actuator","score":0.13308203220367432},{"id":"https://openalex.org/keywords/telecommunications","display_name":"Telecommunications","score":0.12092384696006775},{"id":"https://openalex.org/keywords/computer-network","display_name":"Computer network","score":0.1106593906879425},{"id":"https://openalex.org/keywords/operating-system","display_name":"Operating system","score":0.09155908226966858}],"concepts":[{"id":"https://openalex.org/C166675230","wikidata":"https://www.wikidata.org/wiki/Q627111","display_name":"Centrifugal pump","level":3,"score":0.6949067115783691},{"id":"https://openalex.org/C127413603","wikidata":"https://www.wikidata.org/wiki/Q11023","display_name":"Engineering","level":0,"score":0.5916377305984497},{"id":"https://openalex.org/C2775846686","wikidata":"https://www.wikidata.org/wiki/Q643012","display_name":"Condition monitoring","level":2,"score":0.5857779383659363},{"id":"https://openalex.org/C175551986","wikidata":"https://www.wikidata.org/wiki/Q47089","display_name":"Fault (geology)","level":2,"score":0.469133585691452},{"id":"https://openalex.org/C152745839","wikidata":"https://www.wikidata.org/wiki/Q5438153","display_name":"Fault detection and isolation","level":3,"score":0.46722421050071716},{"id":"https://openalex.org/C153005164","wikidata":"https://www.wikidata.org/wiki/Q1698700","display_name":"Impeller","level":2,"score":0.43703988194465637},{"id":"https://openalex.org/C93996380","wikidata":"https://www.wikidata.org/wiki/Q44127","display_name":"Server","level":2,"score":0.4328320622444153},{"id":"https://openalex.org/C555944384","wikidata":"https://www.wikidata.org/wiki/Q249","display_name":"Wireless","level":2,"score":0.4206002950668335},{"id":"https://openalex.org/C79974875","wikidata":"https://www.wikidata.org/wiki/Q483639","display_name":"Cloud computing","level":2,"score":0.4203146994113922},{"id":"https://openalex.org/C149635348","wikidata":"https://www.wikidata.org/wiki/Q193040","display_name":"Embedded system","level":1,"score":0.3875542879104614},{"id":"https://openalex.org/C171146098","wikidata":"https://www.wikidata.org/wiki/Q124192","display_name":"Automotive engineering","level":1,"score":0.38593342900276184},{"id":"https://openalex.org/C79403827","wikidata":"https://www.wikidata.org/wiki/Q3988","display_name":"Real-time computing","level":1,"score":0.35790279507637024},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.29633063077926636},{"id":"https://openalex.org/C119599485","wikidata":"https://www.wikidata.org/wiki/Q43035","display_name":"Electrical engineering","level":1,"score":0.2645043730735779},{"id":"https://openalex.org/C78519656","wikidata":"https://www.wikidata.org/wiki/Q101333","display_name":"Mechanical engineering","level":1,"score":0.25489550828933716},{"id":"https://openalex.org/C172707124","wikidata":"https://www.wikidata.org/wiki/Q423488","display_name":"Actuator","level":2,"score":0.13308203220367432},{"id":"https://openalex.org/C76155785","wikidata":"https://www.wikidata.org/wiki/Q418","display_name":"Telecommunications","level":1,"score":0.12092384696006775},{"id":"https://openalex.org/C31258907","wikidata":"https://www.wikidata.org/wiki/Q1301371","display_name":"Computer network","level":1,"score":0.1106593906879425},{"id":"https://openalex.org/C111919701","wikidata":"https://www.wikidata.org/wiki/Q9135","display_name":"Operating system","level":1,"score":0.09155908226966858},{"id":"https://openalex.org/C165205528","wikidata":"https://www.wikidata.org/wiki/Q83371","display_name":"Seismology","level":1,"score":0.0},{"id":"https://openalex.org/C127313418","wikidata":"https://www.wikidata.org/wiki/Q1069","display_name":"Geology","level":0,"score":0.0}],"mesh":[{"descriptor_ui":"D004868","descriptor_name":"Equipment Failure","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D004868","descriptor_name":"Equipment Failure","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D004868","descriptor_name":"Equipment Failure","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D008991","descriptor_name":"Monitoring, Physiologic","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D008991","descriptor_name":"Monitoring, Physiologic","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D008991","descriptor_name":"Monitoring, Physiologic","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D013696","descriptor_name":"Temperature","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D013696","descriptor_name":"Temperature","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D013696","descriptor_name":"Temperature","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D014732","descriptor_name":"Vibration","qualifier_ui":null,"qualifier_name":null,"is_major_topic":true},{"descriptor_ui":"D014732","descriptor_name":"Vibration","qualifier_ui":null,"qualifier_name":null,"is_major_topic":true},{"descriptor_ui":"D014732","descriptor_name":"Vibration","qualifier_ui":null,"qualifier_name":null,"is_major_topic":true}],"locations_count":5,"locations":[{"id":"doi:10.3390/s22062106","is_oa":true,"landing_page_url":"https://doi.org/10.3390/s22062106","pdf_url":"https://www.mdpi.com/1424-8220/22/6/2106/pdf?version=1646811628","source":{"id":"https://openalex.org/S101949793","display_name":"Sensors","issn_l":"1424-8220","issn":["1424-8220"],"is_oa":true,"is_in_doaj":true,"is_core":true,"host_organization":"https://openalex.org/P4310310987","host_organization_name":"Multidisciplinary Digital Publishing Institute","host_organization_lineage":["https://openalex.org/P4310310987"],"host_organization_lineage_names":["Multidisciplinary Digital Publishing Institute"],"type":"journal"},"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Sensors","raw_type":"journal-article"},{"id":"pmid:35336277","is_oa":false,"landing_page_url":"https://pubmed.ncbi.nlm.nih.gov/35336277","pdf_url":null,"source":{"id":"https://openalex.org/S4306525036","display_name":"PubMed","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I1299303238","host_organization_name":"National Institutes of Health","host_organization_lineage":["https://openalex.org/I1299303238"],"host_organization_lineage_names":[],"type":"repository"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Sensors (Basel, Switzerland)","raw_type":null},{"id":"pmh:oai:doaj.org/article:cda172094be8464abb32259bf1113573","is_oa":true,"landing_page_url":"https://doaj.org/article/cda172094be8464abb32259bf1113573","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":"Sensors, Vol 22, Iss 6, p 2106 (2022)","raw_type":"article"},{"id":"pmh:oai:mdpi.com:/1424-8220/22/6/2106/","is_oa":true,"landing_page_url":"https://dx.doi.org/10.3390/s22062106","pdf_url":null,"source":{"id":"https://openalex.org/S4306400947","display_name":"MDPI (MDPI AG)","issn_l":null,"issn":null,"is_oa":true,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I4210097602","host_organization_name":"Multidisciplinary Digital Publishing Institute (Switzerland)","host_organization_lineage":["https://openalex.org/I4210097602"],"host_organization_lineage_names":[],"type":"repository"},"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"Sensors; Volume 22; Issue 6; Pages: 2106","raw_type":"Text"},{"id":"pmh:oai:pubmedcentral.nih.gov:8951325","is_oa":true,"landing_page_url":"https://www.ncbi.nlm.nih.gov/pmc/articles/8951325","pdf_url":null,"source":{"id":"https://openalex.org/S2764455111","display_name":"PubMed Central","issn_l":null,"issn":null,"is_oa":true,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I1299303238","host_organization_name":"National Institutes of Health","host_organization_lineage":["https://openalex.org/I1299303238"],"host_organization_lineage_names":[],"type":"repository"},"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"Sensors (Basel)","raw_type":"Text"}],"best_oa_location":{"id":"doi:10.3390/s22062106","is_oa":true,"landing_page_url":"https://doi.org/10.3390/s22062106","pdf_url":"https://www.mdpi.com/1424-8220/22/6/2106/pdf?version=1646811628","source":{"id":"https://openalex.org/S101949793","display_name":"Sensors","issn_l":"1424-8220","issn":["1424-8220"],"is_oa":true,"is_in_doaj":true,"is_core":true,"host_organization":"https://openalex.org/P4310310987","host_organization_name":"Multidisciplinary Digital Publishing Institute","host_organization_lineage":["https://openalex.org/P4310310987"],"host_organization_lineage_names":["Multidisciplinary Digital Publishing Institute"],"type":"journal"},"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Sensors","raw_type":"journal-article"},"sustainable_development_goals":[{"id":"https://metadata.un.org/sdg/6","display_name":"Clean water and sanitation","score":0.7300000190734863}],"awards":[],"funders":[],"has_content":{"grobid_xml":false,"pdf":true},"content_urls":{"pdf":"https://content.openalex.org/works/W4220849938.pdf"},"referenced_works_count":39,"referenced_works":["https://openalex.org/W962477430","https://openalex.org/W1566810835","https://openalex.org/W1980664583","https://openalex.org/W2023380651","https://openalex.org/W2033800551","https://openalex.org/W2037591212","https://openalex.org/W2060666563","https://openalex.org/W2196215201","https://openalex.org/W2593772957","https://openalex.org/W2597831797","https://openalex.org/W2917530438","https://openalex.org/W2959082036","https://openalex.org/W2997330780","https://openalex.org/W3000815745","https://openalex.org/W3004897930","https://openalex.org/W3008363822","https://openalex.org/W3022812526","https://openalex.org/W3025640349","https://openalex.org/W3035667192","https://openalex.org/W3080240044","https://openalex.org/W3096138212","https://openalex.org/W3118070874","https://openalex.org/W3122671031","https://openalex.org/W3123635314","https://openalex.org/W3126049248","https://openalex.org/W3135267216","https://openalex.org/W3154112484","https://openalex.org/W3158434626","https://openalex.org/W3159151904","https://openalex.org/W3161420734","https://openalex.org/W3181115425","https://openalex.org/W3202607284","https://openalex.org/W3213868383","https://openalex.org/W3216376055","https://openalex.org/W4200522781","https://openalex.org/W4206245082","https://openalex.org/W4206979290","https://openalex.org/W4301056580","https://openalex.org/W6735041271"],"related_works":["https://openalex.org/W2378681014","https://openalex.org/W2057252821","https://openalex.org/W2582029994","https://openalex.org/W2721328606","https://openalex.org/W2296006025","https://openalex.org/W4385832930","https://openalex.org/W3012580464","https://openalex.org/W3080240044","https://openalex.org/W2889152977","https://openalex.org/W2875889505"],"abstract_inverted_index":{"Centrifugal":[0],"pumps":[1,60,70,87,208],"have":[2],"a":[3,95,134,140,147,274],"wide":[4],"range":[5],"of":[6,17,39,49,59,69,76,85,91,114,155,170,175,202,206,212,224,245,268,306],"applications":[7],"in":[8],"industrial":[9],"and":[10,46,61,71,88,121,146,185,209,221,237,271,276,292,299,311],"municipal":[11],"water":[12,32],"affairs.":[13],"During":[14],"the":[15,55,73,81,89,101,125,152,156,164,176,182,186,192,203,225,234,246,257,266,290,304],"use":[16,43,244],"centrifugal":[18,86,102,207,213,247,307],"pumps,":[19],"failures":[20,64,285],"such":[21],"as":[22],"bearing":[23],"wear,":[24],"blade":[25],"damage,":[26],"impeller":[27],"imbalance,":[28],"shaft":[29],"misalignment,":[30],"cavitation,":[31],"hammer,":[33],"etc.,":[34],"often":[35],"occur.":[36],"It":[37],"is":[38,107,111,130,179,261],"great":[40],"importance":[41],"to":[42,53,132,150,181,251],"smart":[44],"sensors":[45,236,280,291],"digital":[47],"Internet":[48,169],"Things":[50,171],"(IoT)":[51],"systems":[52],"monitor":[54,151,283],"real-time":[56,200],"operating":[57],"status":[58,205],"predict":[62],"potential":[63],"for":[65,303],"achieving":[66],"predictive":[67,312],"maintenance":[68],"improving":[72],"intelligence":[74],"level":[75],"machine":[77],"health":[78,309],"management.":[79],"Firstly,":[80],"common":[82],"fault":[83,96],"forms":[84],"characteristics":[90],"vibration":[92,136,142],"signals":[93],"when":[94],"occurs":[97],"are":[98,216],"introduced.":[99],"Secondly,":[100],"pump":[103,214,248,293,308],"monitoring":[104,201,294],"IoT":[105],"system":[106,110,127,226,240,295],"designed.":[108],"The":[109,158,173,229,287],"mainly":[112],"composed":[113],"wireless":[115,135,160,279],"sensors,":[116,118],"wired":[117,141,177,269],"data":[119,148,183],"collectors,":[120],"cloud":[122],"servers.":[123],"Then,":[124],"microelectromechanical":[126],"(MEMS)":[128],"chip":[129],"used":[131],"design":[133],"temperature":[137,143],"integrated":[138,144],"sensor,":[139,145],"collector":[149,188],"running":[153,204],"state":[154],"pump.":[157],"designed":[159,187,235],"sensor":[161,178,238,270],"communicates":[162],"with":[163,191],"server":[165,193],"through":[166,194],"Narrow":[167],"Band":[168],"(NB-IoT).":[172],"output":[174],"connected":[180],"collector,":[184],"can":[189,241,281],"communicate":[190],"4G":[195],"communication.":[196],"Through":[197],"cloud-side":[198],"collaboration,":[199],"intelligent":[210],"diagnosis":[211],"faults":[215],"realized.":[217],"Finally,":[218],"on-site":[219],"testing":[220],"application":[222,239,305],"verification":[223],"was":[227],"conducted.":[228],"test":[230],"results":[231],"show":[232],"that":[233],"make":[242],"good":[243],"failure":[249],"mechanism":[250],"automatically":[252],"diagnose":[253],"equipment":[254],"failures.":[255],"Moreover,":[256],"diagnostic":[258],"accuracy":[259],"rate":[260],"above":[262],"85%":[263],"by":[264],"using":[265],"method":[267],"collector.":[272],"As":[273],"low-cost":[275],"easy-to-implement":[277],"solution,":[278],"also":[282],"gradual":[284],"well.":[286],"research":[288],"on":[289],"provides":[296],"feasible":[297],"methods":[298],"an":[300],"effective":[301],"means":[302],"management":[310],"maintenance.":[313]},"counts_by_year":[{"year":2026,"cited_by_count":12},{"year":2025,"cited_by_count":23},{"year":2024,"cited_by_count":17},{"year":2023,"cited_by_count":13},{"year":2022,"cited_by_count":4}],"updated_date":"2026-07-22T07:51:19.307946","created_date":"2025-10-10T00:00:00"}
