{"id":"https://openalex.org/W3055376802","doi":"https://doi.org/10.1088/1757-899x/495/1/012020","title":"Optimized Computational Analysis of Feedforward and Feedback Control Scheme using Genetic Algorithm Techniques","display_name":"Optimized Computational Analysis of Feedforward and Feedback Control Scheme using Genetic Algorithm Techniques","publication_year":2019,"publication_date":"2019-06-07","ids":{"openalex":"https://openalex.org/W3055376802","doi":"https://doi.org/10.1088/1757-899x/495/1/012020","mag":"3055376802"},"language":"en","primary_location":{"id":"doi:10.1088/1757-899x/495/1/012020","doi":"https://doi.org/10.1088/1757-899x/495/1/012020","is_oa":true,"landing_page_url":"https://doi.org/10.1088/1757-899x/495/1/012020","pdf_url":"https://iopscience.iop.org/article/10.1088/1757-899X/495/1/012020/pdf","source":{"id":"https://openalex.org/S4210189194","display_name":"IOP Conference Series Materials Science and Engineering","issn_l":"1757-8981","issn":["1757-8981","1757-899X"],"is_oa":true,"is_in_doaj":false,"is_core":false,"listed_in":["jufo-1"],"host_organization":"https://openalex.org/P4310320083","host_organization_name":"IOP Publishing","host_organization_lineage":["https://openalex.org/P4310320083","https://openalex.org/P4310311669"],"host_organization_lineage_names":["IOP Publishing","Institute of Physics"],"type":"conference"},"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"IOP Conference Series: Materials Science and Engineering","raw_type":"journal-article"},"volume":null,"type":"conference-paper","indexed_in":["crossref"],"open_access":{"is_oa":true,"oa_status":"diamond","oa_url":"https://iopscience.iop.org/article/10.1088/1757-899X/495/1/012020/pdf","any_repository_has_fulltext":false},"authorships":[{"author_position":"first","author":{"id":"https://openalex.org/A5080943769","display_name":"Ing Ming Chew","orcid":null,"observed_orcids":[]},"institutions":[{"id":"https://openalex.org/I158949172","display_name":"Curtin University Sarawak","ror":"https://ror.org/024fm2y42","country_code":"MY","type":"education","lineage":["https://openalex.org/I158949172"]}],"countries":["MY"],"is_corresponding":false,"raw_author_name":"I M Chew","raw_affiliation_strings":["Department of Electrical and Electronic Engineering, Curtin University Malaysia, CDT 250, 98009 Miri, Sarawak, Malaysia"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Department of Electrical and Electronic Engineering, Curtin University Malaysia, CDT 250, 98009 Miri, Sarawak, Malaysia","institution_ids":["https://openalex.org/I158949172"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5112025975","display_name":"Farrah Wong","orcid":"https://orcid.org/0000-0002-8685-7165","observed_orcids":["https://orcid.org/0000-0002-8685-7165"]},"institutions":[{"id":"https://openalex.org/I161371597","display_name":"Universiti of Malaysia Sabah","ror":"https://ror.org/040v70252","country_code":"MY","type":"education","lineage":["https://openalex.org/I161371597"]}],"countries":["MY"],"is_corresponding":false,"raw_author_name":"F Wong","raw_affiliation_strings":["Electronic (Computer) Engineering Programme, Universiti Malaysia Sabah, Jalan UMS, 88400 Kota Kinabalu, Sabah, Malaysia"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Electronic (Computer) Engineering Programme, Universiti Malaysia Sabah, Jalan UMS, 88400 Kota Kinabalu, Sabah, Malaysia","institution_ids":["https://openalex.org/I161371597"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5002665136","display_name":"Awang Bono","orcid":"https://orcid.org/0000-0002-5368-6638","observed_orcids":["https://orcid.org/0000-0002-5368-6638"]},"institutions":[{"id":"https://openalex.org/I161371597","display_name":"Universiti of Malaysia Sabah","ror":"https://ror.org/040v70252","country_code":"MY","type":"education","lineage":["https://openalex.org/I161371597"]}],"countries":["MY"],"is_corresponding":true,"raw_author_name":"A Bono","raw_affiliation_strings":["Chemical Engineering Programme, Universiti Malaysia Sabah, Jalan UMS, 88400 Kota Kinabalu, Sabah, Malaysia"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Chemical Engineering Programme, Universiti Malaysia Sabah, Jalan UMS, 88400 Kota Kinabalu, Sabah, Malaysia","institution_ids":["https://openalex.org/I161371597"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5029202730","display_name":"Jobrun Nandong","orcid":"https://orcid.org/0000-0001-7897-8306","observed_orcids":["https://orcid.org/0000-0001-7897-8306"]},"institutions":[{"id":"https://openalex.org/I158949172","display_name":"Curtin University Sarawak","ror":"https://ror.org/024fm2y42","country_code":"MY","type":"education","lineage":["https://openalex.org/I158949172"]}],"countries":["MY"],"is_corresponding":false,"raw_author_name":"J Nandong","raw_affiliation_strings":["Department of Chemical Engineering, Curtin University Malaysia, CDT 250, 98009 Miri, Sarawak, Malaysia"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Department of Chemical Engineering, Curtin University Malaysia, CDT 250, 98009 Miri, Sarawak, Malaysia","institution_ids":["https://openalex.org/I158949172"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5084612748","display_name":"Kiing Ing Wong","orcid":"https://orcid.org/0000-0002-6630-6147","observed_orcids":["https://orcid.org/0000-0002-6630-6147"]},"institutions":[{"id":"https://openalex.org/I158949172","display_name":"Curtin University Sarawak","ror":"https://ror.org/024fm2y42","country_code":"MY","type":"education","lineage":["https://openalex.org/I158949172"]}],"countries":["MY"],"is_corresponding":false,"raw_author_name":"K I Wong","raw_affiliation_strings":["Department of Electrical and Electronic Engineering, Curtin University Malaysia, CDT 250, 98009 Miri, Sarawak, Malaysia"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Department of Electrical and Electronic Engineering, Curtin University Malaysia, CDT 250, 98009 Miri, Sarawak, Malaysia","institution_ids":["https://openalex.org/I158949172"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":2,"corresponding_author_ids":["https://openalex.org/A5002665136"],"corresponding_institution_ids":["https://openalex.org/I161371597"],"apc_list":null,"apc_paid":null,"fwci":1.1598,"has_fulltext":true,"cited_by_count":7,"citation_normalized_percentile":{"value":0.79699406,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":88,"max":96},"biblio":{"volume":"495","issue":null,"first_page":"012020","last_page":"012020"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T11081","display_name":"Advanced Control Systems Design","score":0.9976000189781189,"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/T11081","display_name":"Advanced Control Systems Design","score":0.9976000189781189,"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":0.0007999999797903001,"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/T13717","display_name":"Advanced Algorithms and Applications","score":0.000699999975040555,"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/feedforward-control","display_name":"feedforward control","score":0.9330000281333923},{"id":"https://openalex.org/keywords/feedback-control","display_name":"feedback control","score":0.9869999885559082},{"id":"https://openalex.org/keywords/pi-controller-tuning","display_name":"PI controller tuning","score":0.9200000166893005},{"id":"https://openalex.org/keywords/genetic-algorithm-optimization","display_name":"genetic algorithm optimization","score":0.9549999833106995},{"id":"https://openalex.org/keywords/pid-controller-tuning","display_name":"PID controller tuning","score":0.7480000257492065},{"id":"https://openalex.org/keywords/jacketed-reactor","display_name":"jacketed reactor","score":0.9319999814033508},{"id":"https://openalex.org/keywords/process-control","display_name":"process control","score":0.5879999995231628},{"id":"https://openalex.org/keywords/steady-state-response","display_name":"steady-state response","score":0.5649999976158142},{"id":"https://openalex.org/keywords/transient-response","display_name":"transient response","score":0.8389999866485596},{"id":"https://openalex.org/keywords/control-performance-index","display_name":"control performance index","score":0.3709999918937683}],"concepts":[{"id":"https://openalex.org/C38858127","wikidata":"https://www.wikidata.org/wiki/Q5441228","display_name":"Feed forward","level":2,"score":0.8076454401016235},{"id":"https://openalex.org/C77618280","wikidata":"https://www.wikidata.org/wiki/Q1155772","display_name":"Scheme (mathematics)","level":2,"score":0.7026609778404236},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.6158750653266907},{"id":"https://openalex.org/C11413529","wikidata":"https://www.wikidata.org/wiki/Q8366","display_name":"Algorithm","level":1,"score":0.5602277517318726},{"id":"https://openalex.org/C3018651601","wikidata":"https://www.wikidata.org/wiki/Q183635","display_name":"Feedback control","level":2,"score":0.4485793709754944},{"id":"https://openalex.org/C8880873","wikidata":"https://www.wikidata.org/wiki/Q187787","display_name":"Genetic algorithm","level":2,"score":0.4467683732509613},{"id":"https://openalex.org/C2775924081","wikidata":"https://www.wikidata.org/wiki/Q55608371","display_name":"Control (management)","level":2,"score":0.43516767024993896},{"id":"https://openalex.org/C161164918","wikidata":"https://www.wikidata.org/wiki/Q7268775","display_name":"Quality control and genetic algorithms","level":4,"score":0.41718778014183044},{"id":"https://openalex.org/C47446073","wikidata":"https://www.wikidata.org/wiki/Q5165890","display_name":"Control theory (sociology)","level":3,"score":0.38272255659103394},{"id":"https://openalex.org/C33923547","wikidata":"https://www.wikidata.org/wiki/Q395","display_name":"Mathematics","level":0,"score":0.24923092126846313},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.21328949928283691},{"id":"https://openalex.org/C119857082","wikidata":"https://www.wikidata.org/wiki/Q2539","display_name":"Machine learning","level":1,"score":0.1883518397808075},{"id":"https://openalex.org/C133731056","wikidata":"https://www.wikidata.org/wiki/Q4917288","display_name":"Control engineering","level":1,"score":0.18663835525512695},{"id":"https://openalex.org/C127413603","wikidata":"https://www.wikidata.org/wiki/Q11023","display_name":"Engineering","level":0,"score":0.10054323077201843},{"id":"https://openalex.org/C4935549","wikidata":"https://www.wikidata.org/wiki/Q6822261","display_name":"Meta-optimization","level":3,"score":0.09348738193511963},{"id":"https://openalex.org/C134306372","wikidata":"https://www.wikidata.org/wiki/Q7754","display_name":"Mathematical analysis","level":1,"score":0.0}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1088/1757-899x/495/1/012020","doi":"https://doi.org/10.1088/1757-899x/495/1/012020","is_oa":true,"landing_page_url":"https://doi.org/10.1088/1757-899x/495/1/012020","pdf_url":"https://iopscience.iop.org/article/10.1088/1757-899X/495/1/012020/pdf","source":{"id":"https://openalex.org/S4210189194","display_name":"IOP Conference Series Materials Science and Engineering","issn_l":"1757-8981","issn":["1757-8981","1757-899X"],"is_oa":true,"is_in_doaj":false,"is_core":false,"listed_in":["jufo-1"],"host_organization":"https://openalex.org/P4310320083","host_organization_name":"IOP Publishing","host_organization_lineage":["https://openalex.org/P4310320083","https://openalex.org/P4310311669"],"host_organization_lineage_names":["IOP Publishing","Institute of Physics"],"type":"conference"},"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"IOP Conference Series: Materials Science and Engineering","raw_type":"journal-article"}],"best_oa_location":{"id":"doi:10.1088/1757-899x/495/1/012020","doi":"https://doi.org/10.1088/1757-899x/495/1/012020","is_oa":true,"landing_page_url":"https://doi.org/10.1088/1757-899x/495/1/012020","pdf_url":"https://iopscience.iop.org/article/10.1088/1757-899X/495/1/012020/pdf","source":{"id":"https://openalex.org/S4210189194","display_name":"IOP Conference Series Materials Science and Engineering","issn_l":"1757-8981","issn":["1757-8981","1757-899X"],"is_oa":true,"is_in_doaj":false,"is_core":false,"listed_in":["jufo-1"],"host_organization":"https://openalex.org/P4310320083","host_organization_name":"IOP Publishing","host_organization_lineage":["https://openalex.org/P4310320083","https://openalex.org/P4310311669"],"host_organization_lineage_names":["IOP Publishing","Institute of Physics"],"type":"conference"},"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"IOP Conference Series: Materials Science and Engineering","raw_type":"journal-article"},"sustainable_development_goals":[{"display_name":"Industry, innovation and infrastructure","id":"https://metadata.un.org/sdg/9","score":0.651199996471405}],"study_designs":[],"awards":[],"funders":[],"has_content":{"pdf":true,"grobid_xml":true},"content_urls":{"pdf":"https://content.openalex.org/works/W3055376802.pdf","grobid_xml":"https://content.openalex.org/works/W3055376802.grobid-xml"},"referenced_works_count":15,"referenced_works":["https://openalex.org/W170106594","https://openalex.org/W1497256448","https://openalex.org/W1530325790","https://openalex.org/W1582049502","https://openalex.org/W1941446890","https://openalex.org/W1988254894","https://openalex.org/W2002592134","https://openalex.org/W2076420009","https://openalex.org/W2110390205","https://openalex.org/W2124691063","https://openalex.org/W2506584240","https://openalex.org/W2778163621","https://openalex.org/W2970528191","https://openalex.org/W4200054575","https://openalex.org/W4210327135"],"related_works":["https://openalex.org/W2889140667","https://openalex.org/W2321562517","https://openalex.org/W2760828697","https://openalex.org/W2184235436","https://openalex.org/W3155351893","https://openalex.org/W2388846793","https://openalex.org/W4411988022","https://openalex.org/W4297099708","https://openalex.org/W2184122252","https://openalex.org/W4388938068"],"abstract_inverted_index":{"A":[0],"computational":[1],"analysis":[2,95,151],"using":[3,90],"Artificial":[4],"Intelligence":[5],"techniques":[6],"has":[7,186],"drawn":[8],"its":[9],"attention":[10],"in":[11,171],"Industrial":[12],"Revolution":[13],"4.0.":[14],"There":[15],"are":[16,59,72],"self-regulating":[17],"and":[18,85,135,144,161,163,177,198],"integrating":[19],"processes":[20],"involved.":[21],"The":[22],"commonly":[23],"used":[24],"control":[25,67,127],"method":[26],"involves":[27],"single-loop":[28],"feedback":[29,158,162],"control.":[30],"Embedding":[31],"feedforward":[32,160],"algorithm":[33],"is":[34,78,181],"aimed":[35],"to":[36,62,64,74,81,96,115,124,157],"improve":[37],"the":[38,43,48,65,82,125,132,149],"steady":[39],"state":[40],"response":[41],"of":[42,50,54,129,138,152,173],"controlled":[44],"process":[45,134],"without":[46],"affecting":[47],"performance":[49,168,175,178],"transient":[51],"response.":[52],"Apart":[53],"it,":[55],"two":[56],"optimal":[57],"tunings":[58,71,123,154],"respectively":[60],"applied":[61,73],"suit":[63],"different":[66],"objectives.":[68],"Correlation":[69],"PID":[70],"respective":[75,133],"objective":[76],"somehow":[77],"very":[79],"relying":[80],"engineering":[83],"experience":[84],"skills.":[86],"This":[87],"paper":[88],"proposed":[89],"Genetic":[91,164,184],"Algorithm":[92,165,185],"for":[93,119,141,195],"optimization":[94],"search":[97],"a":[98,189],"trade-off":[99,190],"optimized":[100,191],"PI":[101,122,153,192],"controller":[102,193],"settings,":[103],"which":[104],"reduces":[105],"dependency":[106],"on":[107],"skills":[108],"as":[109,111],"well":[110],"provide":[112],"better":[113],"insights":[114],"all":[116],"practical":[117],"engineers":[118],"commending":[120],"effective":[121],"real":[126],"practices":[128],"plants.":[130],"Initially,":[131],"disturbance":[136],"models":[137],"LOOP-PRO":[139],"software":[140],"both":[142,196],"Jacketed-reactor":[143,197],"Pumped-tank":[145],"were":[146],"developed.":[147],"Then,":[148],"simulation":[150],"was":[155,169],"conducted":[156],"control,":[159],"scheme.":[166],"Relative":[167],"compared":[170],"terms":[172],"graphs,":[174],"index,":[176],"indicator.":[179],"It":[180],"concluded":[182],"that":[183],"consistently":[187],"provided":[188],"settings":[194],"Pumped-tank.":[199]},"counts_by_year":[{"year":2025,"cited_by_count":1},{"year":2024,"cited_by_count":2},{"year":2023,"cited_by_count":1},{"year":2022,"cited_by_count":1},{"year":2021,"cited_by_count":1},{"year":2020,"cited_by_count":1}],"updated_date":"2026-09-27T08:07:27.782135","created_date":"2020-08-24T00:00:00"}
