{"id":"https://openalex.org/W3188073166","doi":"https://doi.org/10.1109/fuzz45933.2021.9494562","title":"A fuzzy logic approach to remaining useful life control and scheduling of cooperating forklifts","display_name":"A fuzzy logic approach to remaining useful life control and scheduling of cooperating forklifts","publication_year":2021,"publication_date":"2021-07-11","ids":{"openalex":"https://openalex.org/W3188073166","doi":"https://doi.org/10.1109/fuzz45933.2021.9494562","mag":"3188073166"},"language":"en","primary_location":{"id":"doi:10.1109/fuzz45933.2021.9494562","is_oa":false,"landing_page_url":"https://doi.org/10.1109/fuzz45933.2021.9494562","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2021 IEEE International Conference on Fuzzy Systems (FUZZ-IEEE)","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/A5038922169","display_name":"Marcin Witczak","orcid":"https://orcid.org/0000-0002-0031-0004"},"institutions":[{"id":"https://openalex.org/I46305939","display_name":"University of Zielona G\u00f3ra","ror":"https://ror.org/04fzm7v55","country_code":"PL","type":"education","lineage":["https://openalex.org/I46305939"]}],"countries":["PL"],"is_corresponding":true,"raw_author_name":"Marcin Witczak","raw_affiliation_strings":["Institute of Control and Computation Eng., University of Zielona G\u00f3ra, Zielona G\u00f3ra, Poland"],"affiliations":[{"raw_affiliation_string":"Institute of Control and Computation Eng., University of Zielona G\u00f3ra, Zielona G\u00f3ra, Poland","institution_ids":["https://openalex.org/I46305939"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5088841020","display_name":"Lothar Seybold","orcid":null},"institutions":[{"id":"https://openalex.org/I4210097841","display_name":"Ravensburg University of Cooperative Education","ror":"https://ror.org/014cnmj57","country_code":"DE","type":"education","lineage":["https://openalex.org/I4210097841"]}],"countries":["DE"],"is_corresponding":false,"raw_author_name":"Lothar Seybold","raw_affiliation_strings":["CEO, RAFI GmbH & Co. KG, Berg, Ravensburg, Germany"],"affiliations":[{"raw_affiliation_string":"CEO, RAFI GmbH & Co. KG, Berg, Ravensburg, Germany","institution_ids":["https://openalex.org/I4210097841"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5090395285","display_name":"Grzegorz Bocewicz","orcid":"https://orcid.org/0000-0002-5181-2872"},"institutions":[{"id":"https://openalex.org/I269685040","display_name":"Koszalin University of Technology","ror":"https://ror.org/00x6dk626","country_code":"PL","type":"education","lineage":["https://openalex.org/I269685040"]}],"countries":["PL"],"is_corresponding":false,"raw_author_name":"Grzegorz Bocewicz","raw_affiliation_strings":["Faculty of Electronics and Computer Science, Koszalin University of Technology, Koszalin, Poland"],"affiliations":[{"raw_affiliation_string":"Faculty of Electronics and Computer Science, Koszalin University of Technology, Koszalin, Poland","institution_ids":["https://openalex.org/I269685040"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5018349793","display_name":"Marcin Mrugalski","orcid":"https://orcid.org/0000-0003-3078-411X"},"institutions":[{"id":"https://openalex.org/I46305939","display_name":"University of Zielona G\u00f3ra","ror":"https://ror.org/04fzm7v55","country_code":"PL","type":"education","lineage":["https://openalex.org/I46305939"]}],"countries":["PL"],"is_corresponding":false,"raw_author_name":"Marcin Mrugalski","raw_affiliation_strings":["Inst. of Control and Computation Engin., University of Zielona G\u00f3ra, Zielona G\u00f3ra, Poland"],"affiliations":[{"raw_affiliation_string":"Inst. of Control and Computation Engin., University of Zielona G\u00f3ra, Zielona G\u00f3ra, Poland","institution_ids":["https://openalex.org/I46305939"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5043464718","display_name":"Arkadiusz Gola","orcid":"https://orcid.org/0000-0002-2935-5003"},"institutions":[{"id":"https://openalex.org/I8264552","display_name":"Lublin University of Technology","ror":"https://ror.org/024zjzd49","country_code":"PL","type":"education","lineage":["https://openalex.org/I8264552"]}],"countries":["PL"],"is_corresponding":false,"raw_author_name":"Arkadiusz Gola","raw_affiliation_strings":["Faculty of Mechanical Engineering, Lublin University of Technology, Lublin, Poland"],"affiliations":[{"raw_affiliation_string":"Faculty of Mechanical Engineering, Lublin University of Technology, Lublin, Poland","institution_ids":["https://openalex.org/I8264552"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5019140842","display_name":"Zbigniew Banaszak","orcid":"https://orcid.org/0000-0001-7219-3903"},"institutions":[{"id":"https://openalex.org/I269685040","display_name":"Koszalin University of Technology","ror":"https://ror.org/00x6dk626","country_code":"PL","type":"education","lineage":["https://openalex.org/I269685040"]}],"countries":["PL"],"is_corresponding":false,"raw_author_name":"Zbigniew Banaszak","raw_affiliation_strings":["Faculty of Electronics and Computer Science, Koszalin University of Technology, Koszalin, Poland"],"affiliations":[{"raw_affiliation_string":"Faculty of Electronics and Computer Science, Koszalin University of Technology, Koszalin, Poland","institution_ids":["https://openalex.org/I269685040"]}]}],"institutions":[],"countries_distinct_count":2,"institutions_distinct_count":6,"corresponding_author_ids":["https://openalex.org/A5038922169"],"corresponding_institution_ids":["https://openalex.org/I46305939"],"apc_list":null,"apc_paid":null,"fwci":0.7549,"has_fulltext":false,"cited_by_count":9,"citation_normalized_percentile":{"value":0.76753401,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":90,"max":99},"biblio":{"volume":null,"issue":null,"first_page":"1","last_page":"8"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T11814","display_name":"Advanced Manufacturing and Logistics Optimization","score":0.9970999956130981,"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"}},"topics":[{"id":"https://openalex.org/T11814","display_name":"Advanced Manufacturing and Logistics Optimization","score":0.9970999956130981,"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"}},{"id":"https://openalex.org/T10273","display_name":"IoT and Edge/Fog Computing","score":0.9937999844551086,"subfield":{"id":"https://openalex.org/subfields/1705","display_name":"Computer Networks and Communications"},"field":{"id":"https://openalex.org/fields/17","display_name":"Computer Science"},"domain":{"id":"https://openalex.org/domains/3","display_name":"Physical Sciences"}},{"id":"https://openalex.org/T12546","display_name":"Smart Parking Systems Research","score":0.9908000230789185,"subfield":{"id":"https://openalex.org/subfields/2215","display_name":"Building and Construction"},"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/scheduling","display_name":"Scheduling (production processes)","score":0.6786648035049438},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.6227080225944519},{"id":"https://openalex.org/keywords/fuzzy-logic","display_name":"Fuzzy logic","score":0.5454150438308716},{"id":"https://openalex.org/keywords/operator","display_name":"Operator (biology)","score":0.5290386080741882},{"id":"https://openalex.org/keywords/accumulator","display_name":"Accumulator (cryptography)","score":0.5086868405342102},{"id":"https://openalex.org/keywords/operations-research","display_name":"Operations research","score":0.41747671365737915},{"id":"https://openalex.org/keywords/automotive-engineering","display_name":"Automotive engineering","score":0.33481159806251526},{"id":"https://openalex.org/keywords/control-engineering","display_name":"Control engineering","score":0.3301376700401306},{"id":"https://openalex.org/keywords/industrial-engineering","display_name":"Industrial engineering","score":0.32921943068504333},{"id":"https://openalex.org/keywords/engineering","display_name":"Engineering","score":0.2148776650428772},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.19119593501091003},{"id":"https://openalex.org/keywords/operations-management","display_name":"Operations management","score":0.12431469559669495}],"concepts":[{"id":"https://openalex.org/C206729178","wikidata":"https://www.wikidata.org/wiki/Q2271896","display_name":"Scheduling (production processes)","level":2,"score":0.6786648035049438},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.6227080225944519},{"id":"https://openalex.org/C58166","wikidata":"https://www.wikidata.org/wiki/Q224821","display_name":"Fuzzy logic","level":2,"score":0.5454150438308716},{"id":"https://openalex.org/C17020691","wikidata":"https://www.wikidata.org/wiki/Q139677","display_name":"Operator (biology)","level":5,"score":0.5290386080741882},{"id":"https://openalex.org/C2078106","wikidata":"https://www.wikidata.org/wiki/Q14906620","display_name":"Accumulator (cryptography)","level":2,"score":0.5086868405342102},{"id":"https://openalex.org/C42475967","wikidata":"https://www.wikidata.org/wiki/Q194292","display_name":"Operations research","level":1,"score":0.41747671365737915},{"id":"https://openalex.org/C171146098","wikidata":"https://www.wikidata.org/wiki/Q124192","display_name":"Automotive engineering","level":1,"score":0.33481159806251526},{"id":"https://openalex.org/C133731056","wikidata":"https://www.wikidata.org/wiki/Q4917288","display_name":"Control engineering","level":1,"score":0.3301376700401306},{"id":"https://openalex.org/C13736549","wikidata":"https://www.wikidata.org/wiki/Q4489420","display_name":"Industrial engineering","level":1,"score":0.32921943068504333},{"id":"https://openalex.org/C127413603","wikidata":"https://www.wikidata.org/wiki/Q11023","display_name":"Engineering","level":0,"score":0.2148776650428772},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.19119593501091003},{"id":"https://openalex.org/C21547014","wikidata":"https://www.wikidata.org/wiki/Q1423657","display_name":"Operations management","level":1,"score":0.12431469559669495},{"id":"https://openalex.org/C158448853","wikidata":"https://www.wikidata.org/wiki/Q425218","display_name":"Repressor","level":4,"score":0.0},{"id":"https://openalex.org/C104317684","wikidata":"https://www.wikidata.org/wiki/Q7187","display_name":"Gene","level":2,"score":0.0},{"id":"https://openalex.org/C86339819","wikidata":"https://www.wikidata.org/wiki/Q407384","display_name":"Transcription factor","level":3,"score":0.0},{"id":"https://openalex.org/C11413529","wikidata":"https://www.wikidata.org/wiki/Q8366","display_name":"Algorithm","level":1,"score":0.0},{"id":"https://openalex.org/C55493867","wikidata":"https://www.wikidata.org/wiki/Q7094","display_name":"Biochemistry","level":1,"score":0.0},{"id":"https://openalex.org/C185592680","wikidata":"https://www.wikidata.org/wiki/Q2329","display_name":"Chemistry","level":0,"score":0.0}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1109/fuzz45933.2021.9494562","is_oa":false,"landing_page_url":"https://doi.org/10.1109/fuzz45933.2021.9494562","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2021 IEEE International Conference on Fuzzy Systems (FUZZ-IEEE)","raw_type":"proceedings-article"}],"best_oa_location":null,"sustainable_development_goals":[{"display_name":"Industry, innovation and infrastructure","score":0.49000000953674316,"id":"https://metadata.un.org/sdg/9"}],"awards":[{"id":"https://openalex.org/G1705168302","display_name":null,"funder_award_id":"UMO-2017/27/B/ST7/00620","funder_id":"https://openalex.org/F4320322650","funder_display_name":"Narodowym Centrum Nauki"}],"funders":[{"id":"https://openalex.org/F4320322650","display_name":"Narodowym Centrum Nauki","ror":"https://ror.org/03ha2q922"}],"has_content":{"grobid_xml":false,"pdf":false},"content_urls":null,"referenced_works_count":38,"referenced_works":["https://openalex.org/W341186930","https://openalex.org/W1548644355","https://openalex.org/W1989555277","https://openalex.org/W2042311265","https://openalex.org/W2073605167","https://openalex.org/W2102098378","https://openalex.org/W2139133559","https://openalex.org/W2403877540","https://openalex.org/W2477642531","https://openalex.org/W2483832684","https://openalex.org/W2516168646","https://openalex.org/W2600619292","https://openalex.org/W2613020344","https://openalex.org/W2673021038","https://openalex.org/W2747370938","https://openalex.org/W2755710537","https://openalex.org/W2756836064","https://openalex.org/W2768205366","https://openalex.org/W2768696376","https://openalex.org/W2792294252","https://openalex.org/W2890169947","https://openalex.org/W2909488852","https://openalex.org/W2917004385","https://openalex.org/W2944471439","https://openalex.org/W2978289855","https://openalex.org/W3009230328","https://openalex.org/W3011820448","https://openalex.org/W3024008073","https://openalex.org/W3042329755","https://openalex.org/W3082751723","https://openalex.org/W3082942332","https://openalex.org/W3087375922","https://openalex.org/W3115514292","https://openalex.org/W3128388716","https://openalex.org/W4241496298","https://openalex.org/W4246604973","https://openalex.org/W6781293518","https://openalex.org/W6787358521"],"related_works":["https://openalex.org/W2367867835","https://openalex.org/W2021816285","https://openalex.org/W1510566140","https://openalex.org/W2248088915","https://openalex.org/W2368917568","https://openalex.org/W2386379866","https://openalex.org/W1986357832","https://openalex.org/W2091185677","https://openalex.org/W1470192148","https://openalex.org/W2369224372"],"abstract_inverted_index":{"A":[0],"permanent":[1],"growth":[2],"of":[3,18,22,91,145,153],"electrical":[4],"forklifts'":[5],"applications":[6],"makes":[7],"them":[8],"a":[9,27,56,79,86,98,102,118],"dominating":[10],"indoor":[11],"and":[12,41,110],"outdoor":[13],"transportation":[14,165],"tool.":[15],"In":[16],"spite":[17],"an":[19,37,73,89],"unquestionable":[20],"appeal":[21],"e-mobility,":[23],"forklifts":[24,148],"accumulators":[25],"undergo":[26],"gradual":[28],"degradation,":[29],"which":[30,60,126],"has":[31],"to":[32],"be":[33,62],"suitably":[34],"maintained.":[35],"Thus,":[36],"appropriate":[38,74],"work":[39],"scheduling":[40,124],"human":[42,133],"operator":[43,93,114],"skills":[44],"are":[45],"crucial":[46],"for":[47,64,88,100,121],"their":[48],"remaining":[49,105,141],"useful":[50,106,142],"life":[51,107,143],"control.":[52],"The":[53],"paper":[54],"proposes":[55],"comprehensive":[57],"practical":[58],"solution,":[59],"can":[61,127],"used":[63],"settling":[65],"the":[66,83,113,122,140,146,151,154],"above":[67,84],"problem.":[68],"It":[69],"starts":[70],"with":[71,112],"shaping":[72],"IoT":[75],"infrastructure":[76],"located":[77],"on":[78],"designed":[80],"shopfloor.":[81],"Using":[82],"infrastructure,":[85],"strategy":[87,156],"identification":[90],"Takagi-Sugeno":[92],"model":[94],"is":[95,108,157],"proposed.":[96],"Subsequently,":[97],"tool":[99],"assessing":[101],"forklift's":[103],"accumulator":[104],"introduced":[109],"integrated":[111],"model.":[115],"These":[116],"constitute":[117],"core":[119],"component":[120],"final":[123],"framework,":[125],"tolerate":[128],"inevitable":[129],"delays":[130],"caused":[131],"by":[132],"operators.":[134],"All":[135],"these":[136],"factor":[137],"contribute":[138],"towards":[139],"control":[144],"cooperating":[147],"accumulators.":[149],"Finally,":[150],"performance":[152],"proposed":[155],"verified":[158],"using":[159],"selected":[160],"simulation":[161],"scenarios":[162],"involving":[163],"forklift-based":[164],"tasks.":[166]},"counts_by_year":[{"year":2026,"cited_by_count":1},{"year":2025,"cited_by_count":3},{"year":2024,"cited_by_count":1},{"year":2023,"cited_by_count":3},{"year":2022,"cited_by_count":1}],"updated_date":"2026-04-06T07:47:59.780226","created_date":"2025-10-10T00:00:00"}
