{"id":"https://openalex.org/W7220719132","doi":"https://doi.org/10.1109/aims71270.2026.11712937","title":"GA-Based PID Control Strategy for Temperature Stabilization in Breast Milk Flash Heating Pasteurization","display_name":"GA-Based PID Control Strategy for Temperature Stabilization in Breast Milk Flash Heating Pasteurization","publication_year":2026,"publication_date":"2026-07-01","ids":{"openalex":"https://openalex.org/W7220719132","doi":"https://doi.org/10.1109/aims71270.2026.11712937"},"language":"en","primary_location":{"id":"doi:10.1109/aims71270.2026.11712937","doi":"https://doi.org/10.1109/aims71270.2026.11712937","is_oa":true,"landing_page_url":"https://doi.org/10.1109/aims71270.2026.11712937","pdf_url":null,"source":{"id":"https://openalex.org/S7407096941","display_name":"IEEE International Conference on Artificial Intelligence and Mechatronics Systems (AIMS)","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"listed_in":[],"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":"conference"},"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2026 IEEE International Conference on Artificial Intelligence and Mechatronics Systems (AIMS)","raw_type":"proceedings-article"},"volume":null,"type":"conference-paper","indexed_in":["crossref"],"open_access":{"is_oa":true,"oa_status":"hybrid","oa_url":"https://doi.org/10.1109/aims71270.2026.11712937","any_repository_has_fulltext":false},"authorships":[{"author_position":"first","author":{"id":"https://openalex.org/A5157700191","display_name":"Muhammad Aminullah","orcid":null,"observed_orcids":[]},"institutions":[{"id":"https://openalex.org/I177055848","display_name":"University of Brawijaya","ror":"https://ror.org/01wk3d929","country_code":"ID","type":"education","lineage":["https://openalex.org/I177055848"]}],"countries":["ID"],"is_corresponding":false,"raw_author_name":"Muhammad Aminullah","raw_affiliation_strings":["Brawijaya University"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Brawijaya University","institution_ids":["https://openalex.org/I177055848"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5061029442","display_name":"Mochammad Rusli","orcid":"https://orcid.org/0000-0002-2281-2806","observed_orcids":["https://orcid.org/0000-0002-2281-2806"]},"institutions":[{"id":"https://openalex.org/I177055848","display_name":"University of Brawijaya","ror":"https://ror.org/01wk3d929","country_code":"ID","type":"education","lineage":["https://openalex.org/I177055848"]}],"countries":["ID"],"is_corresponding":false,"raw_author_name":"Mochammad Rusli","raw_affiliation_strings":["Brawijaya University"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Brawijaya University","institution_ids":["https://openalex.org/I177055848"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5068519017","display_name":"Erni Yudaningtyas","orcid":"https://orcid.org/0000-0003-0774-1875","observed_orcids":["https://orcid.org/0000-0003-0774-1875"]},"institutions":[{"id":"https://openalex.org/I177055848","display_name":"University of Brawijaya","ror":"https://ror.org/01wk3d929","country_code":"ID","type":"education","lineage":["https://openalex.org/I177055848"]}],"countries":["ID"],"is_corresponding":false,"raw_author_name":"Erni Yudaningtyas","raw_affiliation_strings":["Brawijaya University"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Brawijaya University","institution_ids":["https://openalex.org/I177055848"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":1,"corresponding_author_ids":[],"corresponding_institution_ids":["https://openalex.org/I177055848"],"apc_list":null,"apc_paid":null,"fwci":0.0,"has_fulltext":false,"cited_by_count":0,"citation_normalized_percentile":{"value":0.83608142,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":null,"biblio":{"volume":null,"issue":null,"first_page":"1","last_page":"6"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T14225","display_name":"Advanced Sensor and Control Systems","score":0.4950999915599823,"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/T14225","display_name":"Advanced Sensor and Control Systems","score":0.4950999915599823,"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/T11081","display_name":"Advanced Control Systems Design","score":0.426800012588501,"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":0.019600000232458115,"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/genetic-algorithm","display_name":"genetic algorithm","score":0.6869999766349792},{"id":"https://openalex.org/keywords/pid-control","display_name":"PID control","score":0.9850000143051147},{"id":"https://openalex.org/keywords/temperature-stabilization","display_name":"temperature stabilization","score":0.7749999761581421},{"id":"https://openalex.org/keywords/breast-milk","display_name":"breast milk","score":0.7950000166893005},{"id":"https://openalex.org/keywords/flash-heating","display_name":"flash heating","score":0.7210000157356262},{"id":"https://openalex.org/keywords/pasteurization","display_name":"pasteurization","score":0.7879999876022339}],"concepts":[{"id":"https://openalex.org/C109097599","wikidata":"https://www.wikidata.org/wiki/Q58148","display_name":"Pasteurization","level":2,"score":0.6967999935150146},{"id":"https://openalex.org/C2777526259","wikidata":"https://www.wikidata.org/wiki/Q221836","display_name":"Flash (photography)","level":2,"score":0.5235000252723694},{"id":"https://openalex.org/C536315585","wikidata":"https://www.wikidata.org/wiki/Q7698332","display_name":"Temperature control","level":2,"score":0.47369998693466187},{"id":"https://openalex.org/C47116090","wikidata":"https://www.wikidata.org/wiki/Q716829","display_name":"PID controller","level":3,"score":0.4634000062942505},{"id":"https://openalex.org/C47446073","wikidata":"https://www.wikidata.org/wiki/Q5165890","display_name":"Control theory (sociology)","level":3,"score":0.3075999915599823},{"id":"https://openalex.org/C17500928","wikidata":"https://www.wikidata.org/wiki/Q959968","display_name":"Control system","level":2,"score":0.29679998755455017},{"id":"https://openalex.org/C192562407","wikidata":"https://www.wikidata.org/wiki/Q228736","display_name":"Materials science","level":0,"score":0.2955000102519989},{"id":"https://openalex.org/C21880701","wikidata":"https://www.wikidata.org/wiki/Q2144042","display_name":"Process engineering","level":1,"score":0.2953000068664551},{"id":"https://openalex.org/C39432304","wikidata":"https://www.wikidata.org/wiki/Q188847","display_name":"Environmental science","level":0,"score":0.2728999853134155},{"id":"https://openalex.org/C31903555","wikidata":"https://www.wikidata.org/wiki/Q1637030","display_name":"Food science","level":1,"score":0.26510000228881836}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1109/aims71270.2026.11712937","doi":"https://doi.org/10.1109/aims71270.2026.11712937","is_oa":true,"landing_page_url":"https://doi.org/10.1109/aims71270.2026.11712937","pdf_url":null,"source":{"id":"https://openalex.org/S7407096941","display_name":"IEEE International Conference on Artificial Intelligence and Mechatronics Systems (AIMS)","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"listed_in":[],"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":"conference"},"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2026 IEEE International Conference on Artificial Intelligence and Mechatronics Systems (AIMS)","raw_type":"proceedings-article"}],"best_oa_location":{"id":"doi:10.1109/aims71270.2026.11712937","doi":"https://doi.org/10.1109/aims71270.2026.11712937","is_oa":true,"landing_page_url":"https://doi.org/10.1109/aims71270.2026.11712937","pdf_url":null,"source":{"id":"https://openalex.org/S7407096941","display_name":"IEEE International Conference on Artificial Intelligence and Mechatronics Systems (AIMS)","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"listed_in":[],"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":"conference"},"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2026 IEEE International Conference on Artificial Intelligence and Mechatronics Systems (AIMS)","raw_type":"proceedings-article"},"sustainable_development_goals":[{"id":"https://metadata.un.org/sdg/2","display_name":"Zero hunger","score":0.40450000762939453}],"study_designs":[],"awards":[],"funders":[],"has_content":{"pdf":false,"grobid_xml":false},"content_urls":null,"referenced_works_count":21,"referenced_works":["https://openalex.org/W3041098016","https://openalex.org/W3108330290","https://openalex.org/W3127009076","https://openalex.org/W4206659902","https://openalex.org/W4206827818","https://openalex.org/W4294975362","https://openalex.org/W4381598015","https://openalex.org/W4381744664","https://openalex.org/W4388016080","https://openalex.org/W4391381761","https://openalex.org/W4391409618","https://openalex.org/W4391496652","https://openalex.org/W4391769295","https://openalex.org/W4394567874","https://openalex.org/W4394910935","https://openalex.org/W4401110996","https://openalex.org/W4404037066","https://openalex.org/W4411511117","https://openalex.org/W4413967029","https://openalex.org/W4414478734","https://openalex.org/W6959335842"],"related_works":["https://openalex.org/W2363434375","https://openalex.org/W6884306689","https://openalex.org/W2322332214","https://openalex.org/W36646561","https://openalex.org/W4403727914","https://openalex.org/W6922319522","https://openalex.org/W2751958660","https://openalex.org/W2918025332","https://openalex.org/W3128084076","https://openalex.org/W7125588904"],"abstract_inverted_index":{"Breast":[0,59,94],"Milk":[1,60,95],"is":[2],"the":[3,45,58,102,106,116,127,138,147,157,181],"best":[4],"and":[5,22,30,36,76,146],"most":[6],"complete":[7],"source":[8],"of":[9,17,73,159],"nutrition":[10],"for":[11],"newborns":[12],"up":[13],"to":[14,43,124,135,144,154,170],"six":[15],"months":[16],"age.":[18],"It":[19],"contains":[20],"antibodies":[21],"balanced":[23],"nutrients,":[24],"including":[25],"carbohydrates,":[26],"proteins,":[27],"fats,":[28],"vitamins,":[29],"minerals,":[31],"which":[32],"support":[33],"infant":[34],"growth":[35],"protect":[37],"against":[38],"infections.":[39],"This":[40],"study":[41],"aims":[42],"implement":[44],"High-Temperature":[46],"Short-Time":[47],"(HTST)":[48],"or":[49],"Flash":[50],"Heating":[51],"method":[52],"properly":[53],"through":[54,88],"temperature":[55,71,178],"optimization":[56],"in":[57,176],"pasteurization":[61,96,182],"process.":[62,183],"A":[63],"Proportional\u2013Integral\u2013Derivative":[64],"(PID)":[65],"controller":[66,104],"was":[67,86,164],"employed":[68],"with":[69],"a":[70,79,93,173],"setpoint":[72],"72":[74],"\u00b0C":[75],"optimized":[77],"using":[78],"Genetic":[80],"Algorithm":[81],"(GA).":[82],"The":[83,98,113],"proposed":[84],"system":[85],"evaluated":[87],"direct":[89],"experimental":[90],"testing":[91],"on":[92],"platform.":[97],"results":[99],"demonstrate":[100],"that":[101],"PID-GA":[103,114],"outperformed":[105],"conventional":[107],"Ziegler\u2013Nichols":[108],"tuned":[109],"PID":[110],"(PID-ZN)":[111],"controller.":[112],"reduced":[115,165],"rise":[117],"time":[118,129],"by":[119,130,140,150,166],"10.34%,":[120],"from":[121,132,142,152,168],"464":[122],"s":[123,134],"416":[125],"s,":[126,137],"settling":[128],"6.51%,":[131],"737":[133],"689":[136],"overshoot":[139],"73.41%,":[141],"2.67%":[143],"0.71%,":[145],"steady-state":[148],"error":[149,179],"93.62%,":[151],"0.94%":[153],"0.06%.":[155],"Furthermore,":[156],"Integral":[158],"Time":[160],"Absolute":[161],"Error":[162],"(ITAE)":[163],"23.18%,":[167],"1950734.61":[169],"1498448.55,":[171],"indicating":[172],"significant":[174],"reduction":[175],"cumulative":[177],"throughout":[180]},"counts_by_year":[],"updated_date":"2026-11-03T10:50:19.383937","created_date":"2026-10-07T00:00:00"}
