{"id":"https://openalex.org/W7162250413","doi":"https://doi.org/10.1016/j.compchemeng.2026.109714","title":"Enhancing industrial microalgae production through Economic Model Predictive Control","display_name":"Enhancing industrial microalgae production through Economic Model Predictive Control","publication_year":2026,"publication_date":"2026-05-25","ids":{"openalex":"https://openalex.org/W7162250413","doi":"https://doi.org/10.1016/j.compchemeng.2026.109714"},"language":"en","primary_location":{"id":"doi:10.1016/j.compchemeng.2026.109714","is_oa":true,"landing_page_url":"https://doi.org/10.1016/j.compchemeng.2026.109714","pdf_url":null,"source":{"id":"https://openalex.org/S150671403","display_name":"Computers & Chemical Engineering","issn_l":"0098-1354","issn":["0098-1354","1873-4375"],"is_oa":false,"is_in_doaj":false,"is_core":true,"host_organization":"https://openalex.org/P4310320990","host_organization_name":"Elsevier BV","host_organization_lineage":["https://openalex.org/P4310320990"],"host_organization_lineage_names":["Elsevier BV"],"type":"journal"},"license":"cc-by-nc","license_id":"https://openalex.org/licenses/cc-by-nc","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Computers & Chemical Engineering","raw_type":"journal-article"},"type":"article","indexed_in":["crossref"],"open_access":{"is_oa":true,"oa_status":"hybrid","oa_url":"https://doi.org/10.1016/j.compchemeng.2026.109714","any_repository_has_fulltext":false},"authorships":[{"author_position":"first","author":{"id":"https://openalex.org/A5005771879","display_name":"Pablo Ot\u00e1lora","orcid":"https://orcid.org/0000-0002-6472-3836"},"institutions":[{"id":"https://openalex.org/I52354020","display_name":"University of Almer\u00eda","ror":"https://ror.org/003d3xx08","country_code":"ES","type":"education","lineage":["https://openalex.org/I52354020"]}],"countries":["ES"],"is_corresponding":false,"raw_author_name":"Pablo Otalora","raw_affiliation_strings":["University of Almeria Department of Agronomy, Spain"],"raw_orcid":"https://orcid.org/0000-0002-6472-3836","affiliations":[{"raw_affiliation_string":"University of Almeria Department of Agronomy, Spain","institution_ids":["https://openalex.org/I52354020"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5136892075","display_name":"Sigurd Skogestad","orcid":null},"institutions":[{"id":"https://openalex.org/I204778367","display_name":"Norwegian University of Science and Technology","ror":"https://ror.org/05xg72x27","country_code":"NO","type":"education","lineage":["https://openalex.org/I204778367"]}],"countries":["NO"],"is_corresponding":false,"raw_author_name":"Sigurd Skogestad","raw_affiliation_strings":["Norwegian University of Science and Technology, Norway"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Norwegian University of Science and Technology, Norway","institution_ids":["https://openalex.org/I204778367"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5136881777","display_name":"Jose Luis Guzman","orcid":null},"institutions":[{"id":"https://openalex.org/I52354020","display_name":"University of Almer\u00eda","ror":"https://ror.org/003d3xx08","country_code":"ES","type":"education","lineage":["https://openalex.org/I52354020"]}],"countries":["ES"],"is_corresponding":true,"raw_author_name":"Jose Luis Guzman","raw_affiliation_strings":["University of Almeria, Norway"],"raw_orcid":"https://orcid.org/0000-0001-5312-0776","affiliations":[{"raw_affiliation_string":"University of Almeria, Norway","institution_ids":["https://openalex.org/I52354020"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5136860463","display_name":"Manuel Berenguel","orcid":"https://orcid.org/0000-0002-3349-7506"},"institutions":[{"id":"https://openalex.org/I52354020","display_name":"University of Almer\u00eda","ror":"https://ror.org/003d3xx08","country_code":"ES","type":"education","lineage":["https://openalex.org/I52354020"]}],"countries":["ES"],"is_corresponding":false,"raw_author_name":"Manuel Berenguel","raw_affiliation_strings":["University of Almeria, Norway"],"raw_orcid":"https://orcid.org/0000-0002-3349-7506","affiliations":[{"raw_affiliation_string":"University of Almeria, Norway","institution_ids":["https://openalex.org/I52354020"]}]}],"institutions":[],"countries_distinct_count":2,"institutions_distinct_count":2,"corresponding_author_ids":["https://openalex.org/A5136881777"],"corresponding_institution_ids":["https://openalex.org/I52354020"],"apc_list":{"value":4070,"currency":"USD","value_usd":4070},"apc_paid":{"value":4070,"currency":"USD","value_usd":4070},"fwci":0.0,"has_fulltext":false,"cited_by_count":0,"citation_normalized_percentile":{"value":0.51913375,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":null,"biblio":{"volume":"212","issue":null,"first_page":"109714","last_page":"109714"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10476","display_name":"Algal biology and biofuel production","score":0.8083999752998352,"subfield":{"id":"https://openalex.org/subfields/2105","display_name":"Renewable Energy, Sustainability and the Environment"},"field":{"id":"https://openalex.org/fields/21","display_name":"Energy"},"domain":{"id":"https://openalex.org/domains/3","display_name":"Physical Sciences"}},"topics":[{"id":"https://openalex.org/T10476","display_name":"Algal biology and biofuel production","score":0.8083999752998352,"subfield":{"id":"https://openalex.org/subfields/2105","display_name":"Renewable Energy, Sustainability and the Environment"},"field":{"id":"https://openalex.org/fields/21","display_name":"Energy"},"domain":{"id":"https://openalex.org/domains/3","display_name":"Physical Sciences"}},{"id":"https://openalex.org/T10791","display_name":"Advanced Control Systems Optimization","score":0.043800000101327896,"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/T10932","display_name":"Microbial Metabolic Engineering and Bioproduction","score":0.01489999983459711,"subfield":{"id":"https://openalex.org/subfields/1312","display_name":"Molecular Biology"},"field":{"id":"https://openalex.org/fields/13","display_name":"Biochemistry, Genetics and Molecular Biology"},"domain":{"id":"https://openalex.org/domains/1","display_name":"Life Sciences"}}],"keywords":[{"id":"https://openalex.org/keywords/model-predictive-control","display_name":"Model predictive control","score":0.746399998664856},{"id":"https://openalex.org/keywords/production","display_name":"Production (economics)","score":0.6816999912261963},{"id":"https://openalex.org/keywords/economic-production","display_name":"Economic production","score":0.5005000233650208},{"id":"https://openalex.org/keywords/production-model","display_name":"Production model","score":0.4189999997615814},{"id":"https://openalex.org/keywords/economic-model","display_name":"Economic model","score":0.38199999928474426},{"id":"https://openalex.org/keywords/control","display_name":"Control (management)","score":0.374099999666214},{"id":"https://openalex.org/keywords/industrial-production","display_name":"Industrial production","score":0.34929999709129333}],"concepts":[{"id":"https://openalex.org/C172205157","wikidata":"https://www.wikidata.org/wiki/Q1782962","display_name":"Model predictive control","level":3,"score":0.746399998664856},{"id":"https://openalex.org/C2778348673","wikidata":"https://www.wikidata.org/wiki/Q739302","display_name":"Production (economics)","level":2,"score":0.6816999912261963},{"id":"https://openalex.org/C2992905591","wikidata":"https://www.wikidata.org/wiki/Q739302","display_name":"Economic production","level":3,"score":0.5005000233650208},{"id":"https://openalex.org/C39432304","wikidata":"https://www.wikidata.org/wiki/Q188847","display_name":"Environmental science","level":0,"score":0.45890000462532043},{"id":"https://openalex.org/C2992770021","wikidata":"https://www.wikidata.org/wiki/Q7247850","display_name":"Production model","level":3,"score":0.4189999997615814},{"id":"https://openalex.org/C119693030","wikidata":"https://www.wikidata.org/wiki/Q2180497","display_name":"Economic model","level":2,"score":0.38199999928474426},{"id":"https://openalex.org/C2775924081","wikidata":"https://www.wikidata.org/wiki/Q55608371","display_name":"Control (management)","level":2,"score":0.374099999666214},{"id":"https://openalex.org/C82753439","wikidata":"https://www.wikidata.org/wiki/Q1419090","display_name":"Industrial production","level":2,"score":0.34929999709129333},{"id":"https://openalex.org/C528095902","wikidata":"https://www.wikidata.org/wiki/Q2283886","display_name":"Pulp and paper industry","level":1,"score":0.34630000591278076},{"id":"https://openalex.org/C548081761","wikidata":"https://www.wikidata.org/wiki/Q180388","display_name":"Waste management","level":1,"score":0.3450999855995178},{"id":"https://openalex.org/C21880701","wikidata":"https://www.wikidata.org/wiki/Q2144042","display_name":"Process engineering","level":1,"score":0.3361999988555908},{"id":"https://openalex.org/C127413603","wikidata":"https://www.wikidata.org/wiki/Q11023","display_name":"Engineering","level":0,"score":0.3357999920845032},{"id":"https://openalex.org/C183696295","wikidata":"https://www.wikidata.org/wiki/Q2487696","display_name":"Biochemical engineering","level":1,"score":0.31470000743865967},{"id":"https://openalex.org/C66341344","wikidata":"https://www.wikidata.org/wiki/Q2297743","display_name":"Integrated production","level":3,"score":0.31360000371932983},{"id":"https://openalex.org/C188573790","wikidata":"https://www.wikidata.org/wiki/Q12705","display_name":"Renewable energy","level":2,"score":0.3010999858379364},{"id":"https://openalex.org/C45804977","wikidata":"https://www.wikidata.org/wiki/Q7239673","display_name":"Predictive modelling","level":2,"score":0.2865999937057495},{"id":"https://openalex.org/C115540264","wikidata":"https://www.wikidata.org/wiki/Q2945560","display_name":"Biomass (ecology)","level":2,"score":0.2831000089645386},{"id":"https://openalex.org/C87717796","wikidata":"https://www.wikidata.org/wiki/Q146326","display_name":"Environmental engineering","level":1,"score":0.27459999918937683},{"id":"https://openalex.org/C2985697011","wikidata":"https://www.wikidata.org/wiki/Q8134","display_name":"Economic analysis","level":2,"score":0.2727000117301941},{"id":"https://openalex.org/C66910140","wikidata":"https://www.wikidata.org/wiki/Q905957","display_name":"Biodiesel production","level":4,"score":0.2635999917984009},{"id":"https://openalex.org/C53991642","wikidata":"https://www.wikidata.org/wiki/Q128991","display_name":"Biofuel","level":2,"score":0.2623000144958496}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1016/j.compchemeng.2026.109714","is_oa":true,"landing_page_url":"https://doi.org/10.1016/j.compchemeng.2026.109714","pdf_url":null,"source":{"id":"https://openalex.org/S150671403","display_name":"Computers & Chemical Engineering","issn_l":"0098-1354","issn":["0098-1354","1873-4375"],"is_oa":false,"is_in_doaj":false,"is_core":true,"host_organization":"https://openalex.org/P4310320990","host_organization_name":"Elsevier BV","host_organization_lineage":["https://openalex.org/P4310320990"],"host_organization_lineage_names":["Elsevier BV"],"type":"journal"},"license":"cc-by-nc","license_id":"https://openalex.org/licenses/cc-by-nc","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Computers & Chemical Engineering","raw_type":"journal-article"}],"best_oa_location":{"id":"doi:10.1016/j.compchemeng.2026.109714","is_oa":true,"landing_page_url":"https://doi.org/10.1016/j.compchemeng.2026.109714","pdf_url":null,"source":{"id":"https://openalex.org/S150671403","display_name":"Computers & Chemical Engineering","issn_l":"0098-1354","issn":["0098-1354","1873-4375"],"is_oa":false,"is_in_doaj":false,"is_core":true,"host_organization":"https://openalex.org/P4310320990","host_organization_name":"Elsevier BV","host_organization_lineage":["https://openalex.org/P4310320990"],"host_organization_lineage_names":["Elsevier BV"],"type":"journal"},"license":"cc-by-nc","license_id":"https://openalex.org/licenses/cc-by-nc","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Computers & Chemical Engineering","raw_type":"journal-article"},"sustainable_development_goals":[],"awards":[],"funders":[{"id":"https://openalex.org/F4320315062","display_name":"Ministerio de Ciencia, Innovaci\u00f3n y Universidades","ror":null},{"id":"https://openalex.org/F4320338019","display_name":"FP7 Coordination of Research Activities","ror":null}],"has_content":{"grobid_xml":false,"pdf":false},"content_urls":null,"referenced_works_count":30,"referenced_works":["https://openalex.org/W1996819704","https://openalex.org/W2004805052","https://openalex.org/W2034521351","https://openalex.org/W2038473254","https://openalex.org/W2046903500","https://openalex.org/W2047873424","https://openalex.org/W2061328016","https://openalex.org/W2113433055","https://openalex.org/W2324148510","https://openalex.org/W2346074661","https://openalex.org/W2465752531","https://openalex.org/W2485166613","https://openalex.org/W2529379855","https://openalex.org/W2531880493","https://openalex.org/W2595796457","https://openalex.org/W2842089854","https://openalex.org/W2942074995","https://openalex.org/W2955015215","https://openalex.org/W3031730352","https://openalex.org/W3043095912","https://openalex.org/W3095720473","https://openalex.org/W3110281857","https://openalex.org/W3112208261","https://openalex.org/W3124844136","https://openalex.org/W3195596645","https://openalex.org/W3200014786","https://openalex.org/W4295106607","https://openalex.org/W4384574790","https://openalex.org/W4388331006","https://openalex.org/W4394742368"],"related_works":[],"abstract_inverted_index":{"The":[0,21,106],"industrial":[1,101,131],"production":[2],"of":[3,24,36,66,127],"microalgae":[4,132],"is":[5,15,74,104],"an":[6,57],"important":[7],"and":[8,50,80,94],"sustainable":[9],"process,":[10],"but":[11],"its":[12,19,41,47],"actual":[13],"competitiveness":[14],"closely":[16],"related":[17],"to":[18,32,62],"optimization.":[20],"biological":[22],"nature":[23],"the":[25,33,37,64,77,82,98,111,125],"process":[26,38,102,122],"hinders":[27],"this":[28],"task,":[29],"mainly":[30],"due":[31],"high":[34],"nonlinearity":[35],"along":[39],"with":[40,88,97],"changing":[42,89],"nature,":[43],"features":[44],"that":[45,110],"make":[46],"modeling,":[48],"control":[49],"optimization":[51,59],"remarkably":[52],"challenging.":[53],"This":[54],"paper":[55],"presents":[56],"economic":[58,117],"framework":[60],"aiming":[61],"enhance":[63],"operation":[65,103],"such":[67],"systems.":[68],"An":[69],"Economic":[70],"Model":[71],"Predictive":[72],"Controller":[73],"proposed,":[75],"centralizing":[76],"decision":[78],"making":[79],"achieving":[81],"theoretical":[83],"optimal":[84],"operation.":[85],"Different":[86],"scenarios":[87],"climate":[90],"conditions":[91],"are":[92],"presented,":[93],"a":[95],"comparison":[96],"typical,":[99],"non-optimized":[100],"established.":[105],"obtained":[107],"results":[108],"demonstrate":[109],"proposed":[112],"strategy":[113],"can":[114],"provide":[115],"measurable":[116],"improvements":[118],"while":[119],"maintaining":[120],"stable":[121],"operation,":[123],"highlighting":[124],"potential":[126],"optimization-based":[128],"approaches":[129],"for":[130],"production.":[133]},"counts_by_year":[],"updated_date":"2026-05-27T06:14:07.914337","created_date":"2026-05-25T00:00:00"}