{"id":"https://openalex.org/W4360897435","doi":"https://doi.org/10.1109/tsmc.2023.3253962","title":"Predictive Control of a Human\u2013in\u2013the\u2013Loop Network System Considering Operator Comfort Requirements","display_name":"Predictive Control of a Human\u2013in\u2013the\u2013Loop Network System Considering Operator Comfort Requirements","publication_year":2023,"publication_date":"2023-03-24","ids":{"openalex":"https://openalex.org/W4360897435","doi":"https://doi.org/10.1109/tsmc.2023.3253962"},"language":"en","primary_location":{"id":"doi:10.1109/tsmc.2023.3253962","is_oa":false,"landing_page_url":"https://doi.org/10.1109/tsmc.2023.3253962","pdf_url":null,"source":{"id":"https://openalex.org/S4210209078","display_name":"IEEE Transactions on Systems Man and Cybernetics Systems","issn_l":"2168-2216","issn":["2168-2216","2168-2232"],"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 Transactions on Systems, Man, and Cybernetics: Systems","raw_type":"journal-article"},"type":"article","indexed_in":["crossref"],"open_access":{"is_oa":true,"oa_status":"green","oa_url":"https://repository.tudelft.nl/file/File_0aae6ca1-ecc4-4dbe-b583-a134cbf9d1b0","any_repository_has_fulltext":true},"authorships":[{"author_position":"first","author":{"id":"https://openalex.org/A5014406478","display_name":"Anna Sadowska","orcid":"https://orcid.org/0000-0002-5732-1708"},"institutions":[{"id":"https://openalex.org/I4210133462","display_name":"Schlumberger (United Kingdom)","ror":"https://ror.org/03q6ms497","country_code":"GB","type":"company","lineage":["https://openalex.org/I4210092184","https://openalex.org/I4210133462"]}],"countries":["GB"],"is_corresponding":true,"raw_author_name":"Anna D. Sadowska","raw_affiliation_strings":["Energy Storage Department, Schlumberger Cambridge Research, Cambridge, U.K"],"affiliations":[{"raw_affiliation_string":"Energy Storage Department, Schlumberger Cambridge Research, Cambridge, U.K","institution_ids":["https://openalex.org/I4210133462"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5041094506","display_name":"J. M. Maestre","orcid":"https://orcid.org/0000-0002-4968-6811"},"institutions":[{"id":"https://openalex.org/I79238269","display_name":"Universidad de Sevilla","ror":"https://ror.org/03yxnpp24","country_code":"ES","type":"education","lineage":["https://openalex.org/I79238269"]},{"id":"https://openalex.org/I22299242","display_name":"Kyoto University","ror":"https://ror.org/02kpeqv85","country_code":"JP","type":"education","lineage":["https://openalex.org/I22299242"]}],"countries":["ES","JP"],"is_corresponding":false,"raw_author_name":"Jos\u00e9 Mar\u00eda Maestre","raw_affiliation_strings":["Department of Systems and Automation Engineering, University of Seville, Seville, Spain","Department of Systems Science, Kyoto University, Kyoto, Japan"],"affiliations":[{"raw_affiliation_string":"Department of Systems and Automation Engineering, University of Seville, Seville, Spain","institution_ids":["https://openalex.org/I79238269"]},{"raw_affiliation_string":"Department of Systems Science, Kyoto University, Kyoto, Japan","institution_ids":["https://openalex.org/I22299242"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5060979306","display_name":"Ruud Kassing","orcid":"https://orcid.org/0000-0003-0743-1439"},"institutions":[{"id":"https://openalex.org/I4210112114","display_name":"Royal HaskoningDHV (Netherlands)","ror":"https://ror.org/020v32r42","country_code":"NL","type":"company","lineage":["https://openalex.org/I4210112114"]}],"countries":["NL"],"is_corresponding":false,"raw_author_name":"Ruud Kassing","raw_affiliation_strings":["Royal HaskoningDHV, Amersfoort, The Netherlands"],"affiliations":[{"raw_affiliation_string":"Royal HaskoningDHV, Amersfoort, The Netherlands","institution_ids":["https://openalex.org/I4210112114"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5111790483","display_name":"P. J. van Overloop","orcid":null},"institutions":[{"id":"https://openalex.org/I98358874","display_name":"Delft University of Technology","ror":"https://ror.org/02e2c7k09","country_code":"NL","type":"education","lineage":["https://openalex.org/I98358874"]}],"countries":["NL"],"is_corresponding":false,"raw_author_name":"P. J. van Overloop","raw_affiliation_strings":["Water Resources Management Section, Delft University of Technology, AA Delft, The Netherlands"],"affiliations":[{"raw_affiliation_string":"Water Resources Management Section, Delft University of Technology, AA Delft, The Netherlands","institution_ids":["https://openalex.org/I98358874"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5026547410","display_name":"Bart De Schutter","orcid":"https://orcid.org/0000-0001-9867-6196"},"institutions":[{"id":"https://openalex.org/I98358874","display_name":"Delft University of Technology","ror":"https://ror.org/02e2c7k09","country_code":"NL","type":"education","lineage":["https://openalex.org/I98358874"]}],"countries":["NL"],"is_corresponding":false,"raw_author_name":"Bart De Schutter","raw_affiliation_strings":["Delft Center for Systems and Control, Delft University of Technology, CD Delft, The Netherlands"],"affiliations":[{"raw_affiliation_string":"Delft Center for Systems and Control, Delft University of Technology, CD Delft, The Netherlands","institution_ids":["https://openalex.org/I98358874"]}]}],"institutions":[],"countries_distinct_count":4,"institutions_distinct_count":5,"corresponding_author_ids":["https://openalex.org/A5014406478"],"corresponding_institution_ids":["https://openalex.org/I4210133462"],"apc_list":null,"apc_paid":null,"fwci":2.6271,"has_fulltext":true,"cited_by_count":14,"citation_normalized_percentile":{"value":0.89473122,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":89,"max":100},"biblio":{"volume":"53","issue":"8","first_page":"4610","last_page":"4622"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10524","display_name":"Traffic control and management","score":0.9936000108718872,"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"}},"topics":[{"id":"https://openalex.org/T10524","display_name":"Traffic control and management","score":0.9936000108718872,"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/T10791","display_name":"Advanced Control Systems Optimization","score":0.9776999950408936,"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/T10745","display_name":"Heart Rate Variability and Autonomic Control","score":0.9571999907493591,"subfield":{"id":"https://openalex.org/subfields/2705","display_name":"Cardiology and Cardiovascular Medicine"},"field":{"id":"https://openalex.org/fields/27","display_name":"Medicine"},"domain":{"id":"https://openalex.org/domains/4","display_name":"Health Sciences"}}],"keywords":[{"id":"https://openalex.org/keywords/model-predictive-control","display_name":"Model predictive control","score":0.7751967310905457},{"id":"https://openalex.org/keywords/human-in-the-loop","display_name":"Human-in-the-loop","score":0.6286411881446838},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.6109803915023804},{"id":"https://openalex.org/keywords/controller","display_name":"Controller (irrigation)","score":0.5614756941795349},{"id":"https://openalex.org/keywords/scheduling","display_name":"Scheduling (production processes)","score":0.5371120572090149},{"id":"https://openalex.org/keywords/operator","display_name":"Operator (biology)","score":0.5356044173240662},{"id":"https://openalex.org/keywords/control-engineering","display_name":"Control engineering","score":0.5033318400382996},{"id":"https://openalex.org/keywords/actuator","display_name":"Actuator","score":0.49648505449295044},{"id":"https://openalex.org/keywords/energy-consumption","display_name":"Energy consumption","score":0.4465385675430298},{"id":"https://openalex.org/keywords/control-theory","display_name":"Control theory (sociology)","score":0.42979419231414795},{"id":"https://openalex.org/keywords/control-system","display_name":"Control system","score":0.4180125594139099},{"id":"https://openalex.org/keywords/control","display_name":"Control (management)","score":0.4069618582725525},{"id":"https://openalex.org/keywords/real-time-computing","display_name":"Real-time computing","score":0.3289109468460083},{"id":"https://openalex.org/keywords/engineering","display_name":"Engineering","score":0.2894478142261505},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.14943858981132507}],"concepts":[{"id":"https://openalex.org/C172205157","wikidata":"https://www.wikidata.org/wiki/Q1782962","display_name":"Model predictive control","level":3,"score":0.7751967310905457},{"id":"https://openalex.org/C2780626000","wikidata":"https://www.wikidata.org/wiki/Q5936775","display_name":"Human-in-the-loop","level":2,"score":0.6286411881446838},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.6109803915023804},{"id":"https://openalex.org/C203479927","wikidata":"https://www.wikidata.org/wiki/Q5165939","display_name":"Controller (irrigation)","level":2,"score":0.5614756941795349},{"id":"https://openalex.org/C206729178","wikidata":"https://www.wikidata.org/wiki/Q2271896","display_name":"Scheduling (production processes)","level":2,"score":0.5371120572090149},{"id":"https://openalex.org/C17020691","wikidata":"https://www.wikidata.org/wiki/Q139677","display_name":"Operator (biology)","level":5,"score":0.5356044173240662},{"id":"https://openalex.org/C133731056","wikidata":"https://www.wikidata.org/wiki/Q4917288","display_name":"Control engineering","level":1,"score":0.5033318400382996},{"id":"https://openalex.org/C172707124","wikidata":"https://www.wikidata.org/wiki/Q423488","display_name":"Actuator","level":2,"score":0.49648505449295044},{"id":"https://openalex.org/C2780165032","wikidata":"https://www.wikidata.org/wiki/Q16869822","display_name":"Energy consumption","level":2,"score":0.4465385675430298},{"id":"https://openalex.org/C47446073","wikidata":"https://www.wikidata.org/wiki/Q5165890","display_name":"Control theory (sociology)","level":3,"score":0.42979419231414795},{"id":"https://openalex.org/C17500928","wikidata":"https://www.wikidata.org/wiki/Q959968","display_name":"Control system","level":2,"score":0.4180125594139099},{"id":"https://openalex.org/C2775924081","wikidata":"https://www.wikidata.org/wiki/Q55608371","display_name":"Control (management)","level":2,"score":0.4069618582725525},{"id":"https://openalex.org/C79403827","wikidata":"https://www.wikidata.org/wiki/Q3988","display_name":"Real-time computing","level":1,"score":0.3289109468460083},{"id":"https://openalex.org/C127413603","wikidata":"https://www.wikidata.org/wiki/Q11023","display_name":"Engineering","level":0,"score":0.2894478142261505},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.14943858981132507},{"id":"https://openalex.org/C104317684","wikidata":"https://www.wikidata.org/wiki/Q7187","display_name":"Gene","level":2,"score":0.0},{"id":"https://openalex.org/C158448853","wikidata":"https://www.wikidata.org/wiki/Q425218","display_name":"Repressor","level":4,"score":0.0},{"id":"https://openalex.org/C119599485","wikidata":"https://www.wikidata.org/wiki/Q43035","display_name":"Electrical engineering","level":1,"score":0.0},{"id":"https://openalex.org/C21547014","wikidata":"https://www.wikidata.org/wiki/Q1423657","display_name":"Operations management","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/C6557445","wikidata":"https://www.wikidata.org/wiki/Q173113","display_name":"Agronomy","level":1,"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/C86803240","wikidata":"https://www.wikidata.org/wiki/Q420","display_name":"Biology","level":0,"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":2,"locations":[{"id":"doi:10.1109/tsmc.2023.3253962","is_oa":false,"landing_page_url":"https://doi.org/10.1109/tsmc.2023.3253962","pdf_url":null,"source":{"id":"https://openalex.org/S4210209078","display_name":"IEEE Transactions on Systems Man and Cybernetics Systems","issn_l":"2168-2216","issn":["2168-2216","2168-2232"],"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 Transactions on Systems, Man, and Cybernetics: Systems","raw_type":"journal-article"},{"id":"pmh:oai:tudelft.nl:uuid:8f804348-8be1-4c0e-98b4-2e11a6f351c0","is_oa":true,"landing_page_url":"http://resolver.tudelft.nl/uuid:8f804348-8be1-4c0e-98b4-2e11a6f351c0","pdf_url":"https://repository.tudelft.nl/file/File_0aae6ca1-ecc4-4dbe-b583-a134cbf9d1b0","source":{"id":"https://openalex.org/S4306400906","display_name":"Research Repository (Delft University of Technology)","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I98358874","host_organization_name":"Delft University of Technology","host_organization_lineage":["https://openalex.org/I98358874"],"host_organization_lineage_names":[],"type":"repository"},"license":null,"license_id":null,"version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"","raw_type":"journal article"}],"best_oa_location":{"id":"pmh:oai:tudelft.nl:uuid:8f804348-8be1-4c0e-98b4-2e11a6f351c0","is_oa":true,"landing_page_url":"http://resolver.tudelft.nl/uuid:8f804348-8be1-4c0e-98b4-2e11a6f351c0","pdf_url":"https://repository.tudelft.nl/file/File_0aae6ca1-ecc4-4dbe-b583-a134cbf9d1b0","source":{"id":"https://openalex.org/S4306400906","display_name":"Research Repository (Delft University of Technology)","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I98358874","host_organization_name":"Delft University of Technology","host_organization_lineage":["https://openalex.org/I98358874"],"host_organization_lineage_names":[],"type":"repository"},"license":null,"license_id":null,"version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"","raw_type":"journal article"},"sustainable_development_goals":[{"id":"https://metadata.un.org/sdg/7","display_name":"Affordable and clean energy","score":0.8999999761581421}],"awards":[],"funders":[],"has_content":{"grobid_xml":false,"pdf":true},"content_urls":{"pdf":"https://content.openalex.org/works/W4360897435.pdf"},"referenced_works_count":70,"referenced_works":["https://openalex.org/W652367419","https://openalex.org/W1507465034","https://openalex.org/W1539811621","https://openalex.org/W1632601927","https://openalex.org/W1866905757","https://openalex.org/W1965555258","https://openalex.org/W1968829280","https://openalex.org/W1971663088","https://openalex.org/W1975606945","https://openalex.org/W1986143653","https://openalex.org/W1987345131","https://openalex.org/W2002087842","https://openalex.org/W2004303172","https://openalex.org/W2018927821","https://openalex.org/W2025961961","https://openalex.org/W2031732457","https://openalex.org/W2033193296","https://openalex.org/W2050107338","https://openalex.org/W2050119250","https://openalex.org/W2074310496","https://openalex.org/W2082327552","https://openalex.org/W2083461999","https://openalex.org/W2089069959","https://openalex.org/W2096928341","https://openalex.org/W2097571405","https://openalex.org/W2100593626","https://openalex.org/W2100656120","https://openalex.org/W2126702084","https://openalex.org/W2127923747","https://openalex.org/W2131786117","https://openalex.org/W2132892569","https://openalex.org/W2145834063","https://openalex.org/W2149407270","https://openalex.org/W2152166489","https://openalex.org/W2153159656","https://openalex.org/W2155688632","https://openalex.org/W2157503093","https://openalex.org/W2172038067","https://openalex.org/W2423456227","https://openalex.org/W2515962244","https://openalex.org/W2585177048","https://openalex.org/W2615738015","https://openalex.org/W2752391912","https://openalex.org/W2765830098","https://openalex.org/W2767497603","https://openalex.org/W2781646854","https://openalex.org/W2788331089","https://openalex.org/W2799474692","https://openalex.org/W2811393877","https://openalex.org/W2890789159","https://openalex.org/W2950129101","https://openalex.org/W2956146357","https://openalex.org/W2998984254","https://openalex.org/W3003376548","https://openalex.org/W3008806548","https://openalex.org/W3017180385","https://openalex.org/W3047526607","https://openalex.org/W3089778983","https://openalex.org/W3097172037","https://openalex.org/W3105232160","https://openalex.org/W3108957893","https://openalex.org/W3118811931","https://openalex.org/W3126445156","https://openalex.org/W3169088487","https://openalex.org/W4236898819","https://openalex.org/W4238484605","https://openalex.org/W4238591275","https://openalex.org/W4285293186","https://openalex.org/W6675225938","https://openalex.org/W6752613675"],"related_works":["https://openalex.org/W1990079087","https://openalex.org/W2060165215","https://openalex.org/W2101188133","https://openalex.org/W3202234113","https://openalex.org/W4288099294","https://openalex.org/W4248731570","https://openalex.org/W2320869598","https://openalex.org/W2381210024","https://openalex.org/W2384015130","https://openalex.org/W48160925"],"abstract_inverted_index":{"We":[0],"propose":[1],"a":[2,9,14,24,117],"model-predictive":[3],"control":[4,11],"(MPC)-based":[5],"approach":[6],"to":[7,21,42,50,55,65,74,77,107],"solve":[8],"human-in-the-loop":[10],"problem":[12],"for":[13,23],"network":[15,40,82],"system":[16,53],"lacking":[17],"sensors":[18],"and":[19,49,70,99,139],"actuators":[20],"allow":[22],"fully":[25],"automatic":[26],"operation.":[27],"The":[28,84,114],"humans":[29],"in":[30,116,133],"the":[31,39,44,52,56,68,81,89,101,108,121,127,147],"loop":[32],"are,":[33],"therefore,":[34],"essential;":[35],"they":[36],"travel":[37,110],"between":[38],"nodes":[41],"provide":[43],"remote":[45],"controller":[46],"with":[47,80],"measurements":[48],"actuate":[51],"according":[54],"controller\u2019s":[57],"commands.":[58],"Time":[59],"instant":[60],"optimization":[61],"MPC":[62],"is":[63,111],"utilized":[64],"compute":[66],"when":[67],"measurement":[69],"actuation":[71],"actions":[72],"are":[73],"take":[75],"place":[76],"coordinate":[78],"them":[79],"dynamics.":[83],"time":[85],"instants":[86],"also":[87,112],"minimize":[88],"burden":[90],"of":[91,120,135,142,149],"human":[92,143],"operators":[93],"by":[94],"tracking":[95],"their":[96],"energy":[97],"levels":[98],"scheduling":[100],"necessary":[102],"breaks.":[103],"Fuel":[104],"consumption":[105],"related":[106],"operators\u2019":[109],"minimized.":[113],"results":[115],"digital":[118],"twin":[119],"Dez":[122],"Main":[123],"Canal":[124],"illustrate":[125],"that":[126],"new":[128],"algorithm":[129],"outperforms":[130],"previous":[131],"methods":[132],"terms":[134],"meeting":[136],"operational":[137],"objectives":[138],"taking":[140],"care":[141],"well-being,":[144],"but":[145],"at":[146],"cost":[148],"higher":[150],"computational":[151],"requirements.":[152]},"counts_by_year":[{"year":2026,"cited_by_count":4},{"year":2025,"cited_by_count":5},{"year":2024,"cited_by_count":4},{"year":2023,"cited_by_count":1}],"updated_date":"2026-03-06T13:50:29.536080","created_date":"2025-10-10T00:00:00"}