{"id":"https://openalex.org/W2356029982","doi":"https://doi.org/10.1109/med.2016.7535870","title":"Model-based versus model-free control designs for improving microalgae growth in a closed photobioreactor: Some preliminary comparisons","display_name":"Model-based versus model-free control designs for improving microalgae growth in a closed photobioreactor: Some preliminary comparisons","publication_year":2016,"publication_date":"2016-06-01","ids":{"openalex":"https://openalex.org/W2356029982","doi":"https://doi.org/10.1109/med.2016.7535870","mag":"2356029982"},"language":"en","primary_location":{"id":"doi:10.1109/med.2016.7535870","is_oa":false,"landing_page_url":"https://doi.org/10.1109/med.2016.7535870","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2016 24th Mediterranean Conference on Control and Automation (MED)","raw_type":"proceedings-article"},"type":"conference-paper","indexed_in":["arxiv","crossref"],"open_access":{"is_oa":true,"oa_status":"green","oa_url":"https://arxiv.org/pdf/1605.03115","any_repository_has_fulltext":true},"authorships":[{"author_position":"first","author":{"id":null,"display_name":"Sihem Tebbani","orcid":null},"institutions":[{"id":"https://openalex.org/I277688954","display_name":"Universit\u00e9 Paris-Saclay","ror":"https://ror.org/03xjwb503","country_code":"FR","type":"education","lineage":["https://openalex.org/I277688954"]},{"id":"https://openalex.org/I4210107720","display_name":"CentraleSup\u00e9lec","ror":"https://ror.org/019tcpt25","country_code":"FR","type":"facility","lineage":["https://openalex.org/I277688954","https://openalex.org/I4210107720"]}],"countries":["FR"],"is_corresponding":false,"raw_author_name":"Sihem Tebbani","raw_affiliation_strings":["D\u00e9partement Automatique, Universit\u00e9 Paris-Saclay, Gif sur Yvette, France"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"D\u00e9partement Automatique, Universit\u00e9 Paris-Saclay, Gif sur Yvette, France","institution_ids":["https://openalex.org/I277688954","https://openalex.org/I4210107720"]}]},{"author_position":"middle","author":{"id":null,"display_name":"Mariana Titica","orcid":null},"institutions":[{"id":"https://openalex.org/I1294671590","display_name":"Centre National de la Recherche Scientifique","ror":"https://ror.org/02feahw73","country_code":"FR","type":"government","lineage":["https://openalex.org/I1294671590"]},{"id":"https://openalex.org/I4210148006","display_name":"Laboratoire de G\u00e9nie des Proc\u00e9d\u00e9s \u2013 Environnement \u2013 Agro-alimentaire","ror":"https://ror.org/05ngxmx20","country_code":"FR","type":"facility","lineage":["https://openalex.org/I1294671590","https://openalex.org/I1294671590","https://openalex.org/I205703379","https://openalex.org/I2802204017","https://openalex.org/I4210095849","https://openalex.org/I4210127572","https://openalex.org/I4210148006","https://openalex.org/I4210157468","https://openalex.org/I49451733","https://openalex.org/I97188460"]}],"countries":["FR"],"is_corresponding":false,"raw_author_name":"Mariana Titica","raw_affiliation_strings":["GEPEA (CNRS, UMR 6144), Universit\u00e9 de Nantes, Saint-Nazaire, France"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"GEPEA (CNRS, UMR 6144), Universit\u00e9 de Nantes, Saint-Nazaire, France","institution_ids":["https://openalex.org/I1294671590","https://openalex.org/I4210148006"]}]},{"author_position":"middle","author":{"id":null,"display_name":"Cedric Join","orcid":null},"institutions":[{"id":"https://openalex.org/I1294671590","display_name":"Centre National de la Recherche Scientifique","ror":"https://ror.org/02feahw73","country_code":"FR","type":"government","lineage":["https://openalex.org/I1294671590"]},{"id":"https://openalex.org/I277688954","display_name":"Universit\u00e9 Paris-Saclay","ror":"https://ror.org/03xjwb503","country_code":"FR","type":"education","lineage":["https://openalex.org/I277688954"]},{"id":"https://openalex.org/I4210107720","display_name":"CentraleSup\u00e9lec","ror":"https://ror.org/019tcpt25","country_code":"FR","type":"facility","lineage":["https://openalex.org/I277688954","https://openalex.org/I4210107720"]},{"id":"https://openalex.org/I4210110792","display_name":"Centre de Recherche en Automatique de Nancy","ror":"https://ror.org/022r5hc56","country_code":"FR","type":"facility","lineage":["https://openalex.org/I1294671590","https://openalex.org/I1294671590","https://openalex.org/I4210099203","https://openalex.org/I4210100260","https://openalex.org/I4210110792","https://openalex.org/I4210159245","https://openalex.org/I90183372"]},{"id":"https://openalex.org/I90183372","display_name":"Universit\u00e9 de Lorraine","ror":"https://ror.org/04vfs2w97","country_code":"FR","type":"education","lineage":["https://openalex.org/I90183372"]}],"countries":["FR"],"is_corresponding":false,"raw_author_name":"Cedric Join","raw_affiliation_strings":["CRAN (CNRS, UMR 7039)), Universit\u00e9 de Lorraine, Vandmuvre-l\u00e8s-Nancy, France","D\u00e9partement Automatique, Universit\u00e9 Paris-Saclay, Gif sur Yvette, France"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"CRAN (CNRS, UMR 7039)), Universit\u00e9 de Lorraine, Vandmuvre-l\u00e8s-Nancy, France","institution_ids":["https://openalex.org/I1294671590","https://openalex.org/I4210110792","https://openalex.org/I90183372"]},{"raw_affiliation_string":"D\u00e9partement Automatique, Universit\u00e9 Paris-Saclay, Gif sur Yvette, France","institution_ids":["https://openalex.org/I277688954","https://openalex.org/I4210107720"]}]},{"author_position":"middle","author":{"id":null,"display_name":"Michel Fliess","orcid":null},"institutions":[{"id":"https://openalex.org/I1294671590","display_name":"Centre National de la Recherche Scientifique","ror":"https://ror.org/02feahw73","country_code":"FR","type":"government","lineage":["https://openalex.org/I1294671590"]},{"id":"https://openalex.org/I142476485","display_name":"\u00c9cole Polytechnique","ror":"https://ror.org/05hy3tk52","country_code":"FR","type":"education","lineage":["https://openalex.org/I142476485","https://openalex.org/I4210145102"]},{"id":"https://openalex.org/I4210139461","display_name":"Laboratoire d'Informatique de l'\u00c9cole Polytechnique","ror":"https://ror.org/04afed728","country_code":"FR","type":"facility","lineage":["https://openalex.org/I1294671590","https://openalex.org/I1294671590","https://openalex.org/I1326498283","https://openalex.org/I142476485","https://openalex.org/I4210139461","https://openalex.org/I4210145102","https://openalex.org/I4210159245"]}],"countries":["FR"],"is_corresponding":false,"raw_author_name":"Michel Fliess","raw_affiliation_strings":["LIX (CNRS, UMR 7161), \u00c9cole polytechnique, Palaiseau, France"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"LIX (CNRS, UMR 7161), \u00c9cole polytechnique, Palaiseau, France","institution_ids":["https://openalex.org/I1294671590","https://openalex.org/I142476485","https://openalex.org/I4210139461"]}]},{"author_position":"last","author":{"id":null,"display_name":"Didier Dumur","orcid":null},"institutions":[{"id":"https://openalex.org/I277688954","display_name":"Universit\u00e9 Paris-Saclay","ror":"https://ror.org/03xjwb503","country_code":"FR","type":"education","lineage":["https://openalex.org/I277688954"]},{"id":"https://openalex.org/I4210107720","display_name":"CentraleSup\u00e9lec","ror":"https://ror.org/019tcpt25","country_code":"FR","type":"facility","lineage":["https://openalex.org/I277688954","https://openalex.org/I4210107720"]}],"countries":["FR"],"is_corresponding":false,"raw_author_name":"Didier Dumur","raw_affiliation_strings":["D\u00e9partement Automatique, Universit\u00e9 Paris-Saclay, Gif sur Yvette, France"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"D\u00e9partement Automatique, Universit\u00e9 Paris-Saclay, Gif sur Yvette, France","institution_ids":["https://openalex.org/I277688954","https://openalex.org/I4210107720"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":8,"corresponding_author_ids":[],"corresponding_institution_ids":[],"apc_list":null,"apc_paid":null,"fwci":4.9208,"has_fulltext":true,"cited_by_count":18,"citation_normalized_percentile":{"value":0.95453502,"is_in_top_1_percent":false,"is_in_top_10_percent":true},"cited_by_percentile_year":{"min":89,"max":99},"biblio":{"volume":null,"issue":null,"first_page":"683","last_page":"688"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10476","display_name":"Algal biology and biofuel production","score":0.9997000098228455,"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":0.9997000098228455,"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/T10303","display_name":"Photosynthetic Processes and Mechanisms","score":0.9115999937057495,"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"}},{"id":"https://openalex.org/T10236","display_name":"Aquatic Ecosystems and Phytoplankton Dynamics","score":0.9096999764442444,"subfield":{"id":"https://openalex.org/subfields/2304","display_name":"Environmental Chemistry"},"field":{"id":"https://openalex.org/fields/23","display_name":"Environmental Science"},"domain":{"id":"https://openalex.org/domains/3","display_name":"Physical Sciences"}}],"keywords":[{"id":"https://openalex.org/keywords/control","display_name":"Control (management)","score":0.5842000246047974},{"id":"https://openalex.org/keywords/task","display_name":"Task (project management)","score":0.5335000157356262},{"id":"https://openalex.org/keywords/control-system","display_name":"Control system","score":0.3425000011920929},{"id":"https://openalex.org/keywords/stability","display_name":"Stability (learning theory)","score":0.328000009059906},{"id":"https://openalex.org/keywords/order","display_name":"Order (exchange)","score":0.2962999939918518}],"concepts":[{"id":"https://openalex.org/C2775924081","wikidata":"https://www.wikidata.org/wiki/Q55608371","display_name":"Control (management)","level":2,"score":0.5842000246047974},{"id":"https://openalex.org/C2780451532","wikidata":"https://www.wikidata.org/wiki/Q759676","display_name":"Task (project management)","level":2,"score":0.5335000157356262},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.45239999890327454},{"id":"https://openalex.org/C127413603","wikidata":"https://www.wikidata.org/wiki/Q11023","display_name":"Engineering","level":0,"score":0.3589000105857849},{"id":"https://openalex.org/C133731056","wikidata":"https://www.wikidata.org/wiki/Q4917288","display_name":"Control engineering","level":1,"score":0.35830000042915344},{"id":"https://openalex.org/C183696295","wikidata":"https://www.wikidata.org/wiki/Q2487696","display_name":"Biochemical engineering","level":1,"score":0.3440999984741211},{"id":"https://openalex.org/C17500928","wikidata":"https://www.wikidata.org/wiki/Q959968","display_name":"Control system","level":2,"score":0.3425000011920929},{"id":"https://openalex.org/C112972136","wikidata":"https://www.wikidata.org/wiki/Q7595718","display_name":"Stability (learning theory)","level":2,"score":0.328000009059906},{"id":"https://openalex.org/C21880701","wikidata":"https://www.wikidata.org/wiki/Q2144042","display_name":"Process engineering","level":1,"score":0.31470000743865967},{"id":"https://openalex.org/C182306322","wikidata":"https://www.wikidata.org/wiki/Q1779371","display_name":"Order (exchange)","level":2,"score":0.2962999939918518},{"id":"https://openalex.org/C155386361","wikidata":"https://www.wikidata.org/wiki/Q1649571","display_name":"Process control","level":3,"score":0.290800005197525},{"id":"https://openalex.org/C2778348673","wikidata":"https://www.wikidata.org/wiki/Q739302","display_name":"Production (economics)","level":2,"score":0.27250000834465027},{"id":"https://openalex.org/C47446073","wikidata":"https://www.wikidata.org/wiki/Q5165890","display_name":"Control theory (sociology)","level":3,"score":0.2685999870300293}],"mesh":[],"locations_count":3,"locations":[{"id":"doi:10.1109/med.2016.7535870","is_oa":false,"landing_page_url":"https://doi.org/10.1109/med.2016.7535870","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2016 24th Mediterranean Conference on Control and Automation (MED)","raw_type":"proceedings-article"},{"id":"pmh:oai:arXiv.org:1605.03115","is_oa":true,"landing_page_url":"https://arxiv.org/abs/1605.03115","pdf_url":"https://arxiv.org/pdf/1605.03115","source":{"id":"https://openalex.org/S4306400194","display_name":"arXiv (Cornell University)","issn_l":"2331-8422","issn":["2331-8422"],"is_oa":true,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I205783295","host_organization_name":"Cornell University","host_organization_lineage":["https://openalex.org/I205783295"],"host_organization_lineage_names":[],"type":"repository"},"license":null,"license_id":null,"version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":null,"raw_type":"text"},{"id":"pmh:oai:HAL:hal-01312251v2","is_oa":false,"landing_page_url":"https://polytechnique.hal.science/hal-01312251","pdf_url":null,"source":{"id":"https://openalex.org/S4306402512","display_name":"HAL (Le Centre pour la Communication Scientifique Directe)","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I1294671590","host_organization_name":"Centre National de la Recherche Scientifique","host_organization_lineage":["https://openalex.org/I1294671590"],"host_organization_lineage_names":[],"type":"repository"},"license":null,"license_id":null,"version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"24th Mediterranean Conference on Control and Automation, MED 2016, Jun 2016, Ath\u00e8nes, Greece. &#x27E8;10.1109/med.2016.7535870&#x27E9;","raw_type":"info:eu-repo/semantics/conferenceObject"}],"best_oa_location":{"id":"pmh:oai:arXiv.org:1605.03115","is_oa":true,"landing_page_url":"https://arxiv.org/abs/1605.03115","pdf_url":"https://arxiv.org/pdf/1605.03115","source":{"id":"https://openalex.org/S4306400194","display_name":"arXiv (Cornell University)","issn_l":"2331-8422","issn":["2331-8422"],"is_oa":true,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I205783295","host_organization_name":"Cornell University","host_organization_lineage":["https://openalex.org/I205783295"],"host_organization_lineage_names":[],"type":"repository"},"license":null,"license_id":null,"version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":null,"raw_type":"text"},"sustainable_development_goals":[],"awards":[],"funders":[],"has_content":{"grobid_xml":true,"pdf":true},"content_urls":{"pdf":"https://content.openalex.org/works/W2356029982.pdf","grobid_xml":"https://content.openalex.org/works/W2356029982.grobid-xml"},"referenced_works_count":27,"referenced_works":["https://openalex.org/W1587703147","https://openalex.org/W1828379657","https://openalex.org/W1979328886","https://openalex.org/W1989281292","https://openalex.org/W2001443986","https://openalex.org/W2002015534","https://openalex.org/W2005763275","https://openalex.org/W2014338930","https://openalex.org/W2018239159","https://openalex.org/W2019375098","https://openalex.org/W2022918440","https://openalex.org/W2042752829","https://openalex.org/W2065972277","https://openalex.org/W2069524719","https://openalex.org/W2079558475","https://openalex.org/W2084985025","https://openalex.org/W2090205089","https://openalex.org/W2149206012","https://openalex.org/W2151376044","https://openalex.org/W2153922477","https://openalex.org/W2160987777","https://openalex.org/W2165189049","https://openalex.org/W2184134660","https://openalex.org/W2256977397","https://openalex.org/W2324148510","https://openalex.org/W2956034981","https://openalex.org/W6719463105"],"related_works":[],"abstract_inverted_index":{"Controlling":[0],"microalgae":[1,38],"cultivation,":[2],"i.e.,":[3],"a":[4,10,34,40],"crucial":[5],"industrial":[6],"topic":[7],"today,":[8],"is":[9,17,27,62],"challenging":[11],"task":[12],"since":[13],"the":[14,66,73,76],"corresponding":[15],"modeling":[16],"complex,":[18],"highly":[19],"uncertain":[20],"and":[21,84],"time-varying.":[22],"A":[23],"model-free":[24,77],"control":[25,59],"setting":[26],"therefore":[28],"introduced":[29],"in":[30,39,48,65,80],"order":[31,49],"to":[32,50,54],"ensure":[33],"high":[35],"growth":[36],"of":[37,75,82],"continuous":[41],"closed":[42],"photobioreactor.":[43],"Computer":[44],"simulations":[45],"are":[46],"displayed":[47],"compare":[51],"this":[52],"design":[53],"an":[55],"input-output":[56],"feedback":[57],"linearizing":[58],"strategy,":[60],"which":[61],"widely":[63],"used":[64],"academic":[67],"literature":[68],"on":[69],"photobioreactors.":[70],"They":[71],"assess":[72],"superiority":[74],"standpoint":[78],"both":[79],"terms":[81],"performances":[83],"implementation":[85],"simplicity.":[86]},"counts_by_year":[{"year":2026,"cited_by_count":3},{"year":2025,"cited_by_count":1},{"year":2024,"cited_by_count":1},{"year":2023,"cited_by_count":1},{"year":2021,"cited_by_count":2},{"year":2020,"cited_by_count":1},{"year":2019,"cited_by_count":2},{"year":2018,"cited_by_count":3},{"year":2017,"cited_by_count":3},{"year":2016,"cited_by_count":1}],"updated_date":"2026-08-18T07:49:30.821534","created_date":"2016-06-24T00:00:00"}
