{"status":"ok","message-type":"work","message-version":"1.0.0","message":{"indexed":{"date-parts":[[2026,7,9]],"date-time":"2026-07-09T11:25:48Z","timestamp":1783596348828,"version":"3.55.0"},"reference-count":13,"publisher":"Elsevier BV","license":[{"start":{"date-parts":[[2026,11,1]],"date-time":"2026-11-01T00:00:00Z","timestamp":1793491200000},"content-version":"tdm","delay-in-days":0,"URL":"https:\/\/www.elsevier.com\/tdm\/userlicense\/1.0\/"},{"start":{"date-parts":[[2026,11,1]],"date-time":"2026-11-01T00:00:00Z","timestamp":1793491200000},"content-version":"tdm","delay-in-days":0,"URL":"https:\/\/www.elsevier.com\/legal\/tdmrep-license"},{"start":{"date-parts":[[2026,11,1]],"date-time":"2026-11-01T00:00:00Z","timestamp":1793491200000},"content-version":"stm-asf","delay-in-days":0,"URL":"https:\/\/doi.org\/10.15223\/policy-017"},{"start":{"date-parts":[[2026,11,1]],"date-time":"2026-11-01T00:00:00Z","timestamp":1793491200000},"content-version":"stm-asf","delay-in-days":0,"URL":"https:\/\/doi.org\/10.15223\/policy-037"},{"start":{"date-parts":[[2026,11,1]],"date-time":"2026-11-01T00:00:00Z","timestamp":1793491200000},"content-version":"stm-asf","delay-in-days":0,"URL":"https:\/\/doi.org\/10.15223\/policy-012"},{"start":{"date-parts":[[2026,11,1]],"date-time":"2026-11-01T00:00:00Z","timestamp":1793491200000},"content-version":"stm-asf","delay-in-days":0,"URL":"https:\/\/doi.org\/10.15223\/policy-029"},{"start":{"date-parts":[[2026,11,1]],"date-time":"2026-11-01T00:00:00Z","timestamp":1793491200000},"content-version":"stm-asf","delay-in-days":0,"URL":"https:\/\/doi.org\/10.15223\/policy-004"}],"funder":[{"DOI":"10.13039\/501100007053","name":"Korea Institute of Energy Technology Evaluation and Planning","doi-asserted-by":"publisher","id":[{"id":"10.13039\/501100007053","id-type":"DOI","asserted-by":"publisher"}]},{"DOI":"10.13039\/501100003052","name":"Ministry of Trade, Industry and Energy","doi-asserted-by":"publisher","award":["RS-2023-00234012"],"award-info":[{"award-number":["RS-2023-00234012"]}],"id":[{"id":"10.13039\/501100003052","id-type":"DOI","asserted-by":"publisher"}]}],"content-domain":{"domain":["elsevier.com","sciencedirect.com"],"crossmark-restriction":true},"short-container-title":["Computers &amp; Chemical Engineering"],"published-print":{"date-parts":[[2026,11]]},"DOI":"10.1016\/j.compchemeng.2026.109780","type":"journal-article","created":{"date-parts":[[2026,7,3]],"date-time":"2026-07-03T15:31:31Z","timestamp":1783092691000},"page":"109780","update-policy":"https:\/\/doi.org\/10.1016\/elsevier_cm_policy","source":"Crossref","is-referenced-by-count":0,"special_numbering":"C","title":["Direct data-driven controller design using fictitious reference and regression"],"prefix":"10.1016","volume":"214","author":[{"ORCID":"https:\/\/orcid.org\/0009-0002-9179-5365","authenticated-orcid":false,"given":"Jiyun","family":"Kim","sequence":"first","affiliation":[],"role":[{"vocabulary":"crossref","role":"author"}]},{"given":"Jae Pil","family":"Heo","sequence":"additional","affiliation":[],"role":[{"vocabulary":"crossref","role":"author"}]},{"ORCID":"https:\/\/orcid.org\/0000-0001-7981-5090","authenticated-orcid":false,"given":"Kyung Hwan","family":"Ryu","sequence":"additional","affiliation":[],"role":[{"vocabulary":"crossref","role":"author"}]},{"given":"Su Whan","family":"Sung","sequence":"additional","affiliation":[],"role":[{"vocabulary":"crossref","role":"author"}]}],"member":"78","reference":[{"issue":"8","key":"10.1016\/j.compchemeng.2026.109780_b1","doi-asserted-by":"crossref","first-page":"1337","DOI":"10.1016\/S0005-1098(02)00032-8","article-title":"Virtual reference feedback tuning: A direct method for the design of feedback controllers","volume":"38","author":"Campi","year":"2002","journal-title":"Automatica"},{"issue":"18","key":"10.1016\/j.compchemeng.2026.109780_b2","doi-asserted-by":"crossref","first-page":"8916","DOI":"10.1002\/rnc.5686","article-title":"Data-enabled predictive control for quadcopters","volume":"31","author":"Elokda","year":"2021","journal-title":"Internat. J. Robust Nonlinear Control"},{"key":"10.1016\/j.compchemeng.2026.109780_b3","doi-asserted-by":"crossref","DOI":"10.1016\/j.engappai.2023.106490","article-title":"Virtual reference feedback tuning with robustness constraints: A swarm intelligence solution","volume":"123","author":"Fiorio","year":"2023","journal-title":"Eng. Appl. Artif. Intell."},{"key":"10.1016\/j.compchemeng.2026.109780_b4","doi-asserted-by":"crossref","first-page":"186","DOI":"10.1016\/j.isatra.2024.11.051","article-title":"Auto-tuning of filtered proportional-integral-derivative controller for industrial processes under routine operating conditions","volume":"157","author":"Gao","year":"2025","journal-title":"ISA Trans."},{"key":"10.1016\/j.compchemeng.2026.109780_b5","series-title":"Control System Design","author":"Goodwin","year":"2001"},{"issue":"5","key":"10.1016\/j.compchemeng.2026.109780_b6","doi-asserted-by":"crossref","first-page":"373","DOI":"10.1002\/acs.714","article-title":"Iterative feedback tuning\u2014An overview","volume":"16","author":"Hjalmarsson","year":"2002","journal-title":"Internat. J. Adapt. Control Signal Process."},{"key":"10.1016\/j.compchemeng.2026.109780_b7","series-title":"Robust and Optimal Control","author":"Khalil","year":"1996"},{"issue":"5","key":"10.1016\/j.compchemeng.2026.109780_b8","doi-asserted-by":"crossref","first-page":"28","DOI":"10.1109\/MCS.2023.3291638","article-title":"Data-driven control based on the behavioral approach: From theory to applications in power systems","volume":"43","author":"Markovsky","year":"2023","journal-title":"IEEE Control Syst. Mag."},{"key":"10.1016\/j.compchemeng.2026.109780_b9","doi-asserted-by":"crossref","DOI":"10.1016\/j.compchemeng.2025.109141","article-title":"Data-driven controller parameters online tuning method based on model-inherited trust region Bayesian optimization","volume":"199","author":"Qiu","year":"2025","journal-title":"Comput. Chem. Eng."},{"key":"10.1016\/j.compchemeng.2026.109780_b10","series-title":"Process Dynamics and Control","author":"Seborg","year":"2016"},{"issue":"2","key":"10.1016\/j.compchemeng.2026.109780_b11","doi-asserted-by":"crossref","first-page":"85","DOI":"10.4173\/mic.2004.2.2","article-title":"Simple analytic rules for model reduction and PID controller tuning","volume":"25","author":"Skogestad","year":"2004","journal-title":"Model. Identif. Control"},{"key":"10.1016\/j.compchemeng.2026.109780_b12","series-title":"Nonlinear Systems Analysis","author":"Vidyasagar","year":"2002"},{"key":"10.1016\/j.compchemeng.2026.109780_b13","series-title":"Introduction to Mathematical Systems Theory: A Behavioral Approach","author":"Willems","year":"1997"}],"container-title":["Computers &amp; Chemical Engineering"],"original-title":[],"language":"en","link":[{"URL":"https:\/\/api.elsevier.com\/content\/article\/PII:S0098135426002334?httpAccept=text\/xml","content-type":"text\/xml","content-version":"vor","intended-application":"text-mining"},{"URL":"https:\/\/api.elsevier.com\/content\/article\/PII:S0098135426002334?httpAccept=text\/plain","content-type":"text\/plain","content-version":"vor","intended-application":"text-mining"}],"deposited":{"date-parts":[[2026,7,9]],"date-time":"2026-07-09T11:05:22Z","timestamp":1783595122000},"score":1,"resource":{"primary":{"URL":"https:\/\/linkinghub.elsevier.com\/retrieve\/pii\/S0098135426002334"}},"subtitle":[],"short-title":[],"issued":{"date-parts":[[2026,11]]},"references-count":13,"alternative-id":["S0098135426002334"],"URL":"https:\/\/doi.org\/10.1016\/j.compchemeng.2026.109780","relation":{},"ISSN":["0098-1354"],"issn-type":[{"value":"0098-1354","type":"print"}],"subject":[],"published":{"date-parts":[[2026,11]]},"assertion":[{"value":"Elsevier","name":"publisher","label":"This article is maintained by"},{"value":"Direct data-driven controller design using fictitious reference and regression","name":"articletitle","label":"Article Title"},{"value":"Computers & Chemical Engineering","name":"journaltitle","label":"Journal Title"},{"value":"https:\/\/doi.org\/10.1016\/j.compchemeng.2026.109780","name":"articlelink","label":"CrossRef DOI link to publisher maintained version"},{"value":"article","name":"content_type","label":"Content Type"},{"value":"\u00a9 2026 Published by Elsevier Ltd.","name":"copyright","label":"Copyright"}],"article-number":"109780"}}