{"id":"https://openalex.org/W1491072454","doi":"https://doi.org/10.1109/ascc.2015.7244539","title":"Nonlinear model predictive control of anaerobic digestion process based on reduced ADM1","display_name":"Nonlinear model predictive control of anaerobic digestion process based on reduced ADM1","publication_year":2015,"publication_date":"2015-05-01","ids":{"openalex":"https://openalex.org/W1491072454","doi":"https://doi.org/10.1109/ascc.2015.7244539","mag":"1491072454"},"language":"en","primary_location":{"id":"doi:10.1109/ascc.2015.7244539","is_oa":false,"landing_page_url":"https://doi.org/10.1109/ascc.2015.7244539","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2015 10th Asian Control Conference (ASCC)","raw_type":"proceedings-article"},"type":"article","indexed_in":["crossref"],"open_access":{"is_oa":false,"oa_status":"closed","oa_url":null,"any_repository_has_fulltext":false},"authorships":[{"author_position":"first","author":{"id":"https://openalex.org/A5101452677","display_name":"Lei Xue","orcid":"https://orcid.org/0000-0003-1302-1727"},"institutions":[{"id":"https://openalex.org/I1327237609","display_name":"Ministry of Education of the People's Republic of China","ror":"https://ror.org/01mv9t934","country_code":"CN","type":"funder","lineage":["https://openalex.org/I1327237609","https://openalex.org/I4210127390"]},{"id":"https://openalex.org/I183067930","display_name":"Shanghai Jiao Tong University","ror":"https://ror.org/0220qvk04","country_code":"CN","type":"education","lineage":["https://openalex.org/I183067930"]}],"countries":["CN"],"is_corresponding":true,"raw_author_name":"Lei Xue","raw_affiliation_strings":["Department of Automation, Key Laboratory of System Control and Information Processing Ministry of Education, Shanghai, China","Department of Automation, Shanghai Jiao Tong University; Key Laboratory of System Control and Information Processing, Ministry of Education, Shanghai 200240 China"],"affiliations":[{"raw_affiliation_string":"Department of Automation, Key Laboratory of System Control and Information Processing Ministry of Education, Shanghai, China","institution_ids":["https://openalex.org/I1327237609"]},{"raw_affiliation_string":"Department of Automation, Shanghai Jiao Tong University; Key Laboratory of System Control and Information Processing, Ministry of Education, Shanghai 200240 China","institution_ids":["https://openalex.org/I183067930"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5100650334","display_name":"Dewei Li","orcid":"https://orcid.org/0000-0003-3738-029X"},"institutions":[{"id":"https://openalex.org/I1327237609","display_name":"Ministry of Education of the People's Republic of China","ror":"https://ror.org/01mv9t934","country_code":"CN","type":"funder","lineage":["https://openalex.org/I1327237609","https://openalex.org/I4210127390"]},{"id":"https://openalex.org/I183067930","display_name":"Shanghai Jiao Tong University","ror":"https://ror.org/0220qvk04","country_code":"CN","type":"education","lineage":["https://openalex.org/I183067930"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Dewei Li","raw_affiliation_strings":["Department of Automation, Key Laboratory of System Control and Information Processing Ministry of Education, Shanghai, China","Department of Automation, Shanghai Jiao Tong University; Key Laboratory of System Control and Information Processing, Ministry of Education, Shanghai 200240 China"],"affiliations":[{"raw_affiliation_string":"Department of Automation, Key Laboratory of System Control and Information Processing Ministry of Education, Shanghai, China","institution_ids":["https://openalex.org/I1327237609"]},{"raw_affiliation_string":"Department of Automation, Shanghai Jiao Tong University; Key Laboratory of System Control and Information Processing, Ministry of Education, Shanghai 200240 China","institution_ids":["https://openalex.org/I183067930"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5110204195","display_name":"Yugeng Xi","orcid":null},"institutions":[{"id":"https://openalex.org/I1327237609","display_name":"Ministry of Education of the People's Republic of China","ror":"https://ror.org/01mv9t934","country_code":"CN","type":"funder","lineage":["https://openalex.org/I1327237609","https://openalex.org/I4210127390"]},{"id":"https://openalex.org/I183067930","display_name":"Shanghai Jiao Tong University","ror":"https://ror.org/0220qvk04","country_code":"CN","type":"education","lineage":["https://openalex.org/I183067930"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Yugeng Xi","raw_affiliation_strings":["Department of Automation, Key Laboratory of System Control and Information Processing Ministry of Education, Shanghai, China","Department of Automation, Shanghai Jiao Tong University; Key Laboratory of System Control and Information Processing, Ministry of Education, Shanghai 200240 China"],"affiliations":[{"raw_affiliation_string":"Department of Automation, Key Laboratory of System Control and Information Processing Ministry of Education, Shanghai, China","institution_ids":["https://openalex.org/I1327237609"]},{"raw_affiliation_string":"Department of Automation, Shanghai Jiao Tong University; Key Laboratory of System Control and Information Processing, Ministry of Education, Shanghai 200240 China","institution_ids":["https://openalex.org/I183067930"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":3,"corresponding_author_ids":["https://openalex.org/A5101452677"],"corresponding_institution_ids":["https://openalex.org/I1327237609","https://openalex.org/I183067930"],"apc_list":null,"apc_paid":null,"fwci":0.4901,"has_fulltext":false,"cited_by_count":14,"citation_normalized_percentile":{"value":0.64164535,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":89,"max":97},"biblio":{"volume":"20","issue":null,"first_page":"1","last_page":"6"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10564","display_name":"Wastewater Treatment and Nitrogen Removal","score":0.998199999332428,"subfield":{"id":"https://openalex.org/subfields/2310","display_name":"Pollution"},"field":{"id":"https://openalex.org/fields/23","display_name":"Environmental Science"},"domain":{"id":"https://openalex.org/domains/3","display_name":"Physical Sciences"}},"topics":[{"id":"https://openalex.org/T10564","display_name":"Wastewater Treatment and Nitrogen Removal","score":0.998199999332428,"subfield":{"id":"https://openalex.org/subfields/2310","display_name":"Pollution"},"field":{"id":"https://openalex.org/fields/23","display_name":"Environmental Science"},"domain":{"id":"https://openalex.org/domains/3","display_name":"Physical Sciences"}},{"id":"https://openalex.org/T10284","display_name":"Anaerobic Digestion and Biogas Production","score":0.9980000257492065,"subfield":{"id":"https://openalex.org/subfields/2215","display_name":"Building and Construction"},"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/T12724","display_name":"Water-Energy-Food Nexus Studies","score":0.9570000171661377,"subfield":{"id":"https://openalex.org/subfields/2312","display_name":"Water Science and Technology"},"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/model-predictive-control","display_name":"Model predictive control","score":0.8977380394935608},{"id":"https://openalex.org/keywords/anaerobic-digestion","display_name":"Anaerobic digestion","score":0.739169716835022},{"id":"https://openalex.org/keywords/biogas","display_name":"Biogas","score":0.7258114814758301},{"id":"https://openalex.org/keywords/kalman-filter","display_name":"Kalman filter","score":0.6506426334381104},{"id":"https://openalex.org/keywords/control-theory","display_name":"Control theory (sociology)","score":0.6442965865135193},{"id":"https://openalex.org/keywords/steady-state","display_name":"Steady state (chemistry)","score":0.4722159206867218},{"id":"https://openalex.org/keywords/engineering","display_name":"Engineering","score":0.46467265486717224},{"id":"https://openalex.org/keywords/nonlinear-system","display_name":"Nonlinear system","score":0.4596194624900818},{"id":"https://openalex.org/keywords/process-control","display_name":"Process control","score":0.4180281162261963},{"id":"https://openalex.org/keywords/process","display_name":"Process (computing)","score":0.3694388270378113},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.3295520544052124},{"id":"https://openalex.org/keywords/control","display_name":"Control (management)","score":0.2810944616794586},{"id":"https://openalex.org/keywords/waste-management","display_name":"Waste management","score":0.18092787265777588},{"id":"https://openalex.org/keywords/chemistry","display_name":"Chemistry","score":0.11806273460388184},{"id":"https://openalex.org/keywords/methane","display_name":"Methane","score":0.08001932501792908}],"concepts":[{"id":"https://openalex.org/C172205157","wikidata":"https://www.wikidata.org/wiki/Q1782962","display_name":"Model predictive control","level":3,"score":0.8977380394935608},{"id":"https://openalex.org/C499616599","wikidata":"https://www.wikidata.org/wiki/Q555853","display_name":"Anaerobic digestion","level":3,"score":0.739169716835022},{"id":"https://openalex.org/C75212476","wikidata":"https://www.wikidata.org/wiki/Q171076","display_name":"Biogas","level":2,"score":0.7258114814758301},{"id":"https://openalex.org/C157286648","wikidata":"https://www.wikidata.org/wiki/Q846780","display_name":"Kalman filter","level":2,"score":0.6506426334381104},{"id":"https://openalex.org/C47446073","wikidata":"https://www.wikidata.org/wiki/Q5165890","display_name":"Control theory (sociology)","level":3,"score":0.6442965865135193},{"id":"https://openalex.org/C8171440","wikidata":"https://www.wikidata.org/wiki/Q903414","display_name":"Steady state (chemistry)","level":2,"score":0.4722159206867218},{"id":"https://openalex.org/C127413603","wikidata":"https://www.wikidata.org/wiki/Q11023","display_name":"Engineering","level":0,"score":0.46467265486717224},{"id":"https://openalex.org/C158622935","wikidata":"https://www.wikidata.org/wiki/Q660848","display_name":"Nonlinear system","level":2,"score":0.4596194624900818},{"id":"https://openalex.org/C155386361","wikidata":"https://www.wikidata.org/wiki/Q1649571","display_name":"Process control","level":3,"score":0.4180281162261963},{"id":"https://openalex.org/C98045186","wikidata":"https://www.wikidata.org/wiki/Q205663","display_name":"Process (computing)","level":2,"score":0.3694388270378113},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.3295520544052124},{"id":"https://openalex.org/C2775924081","wikidata":"https://www.wikidata.org/wiki/Q55608371","display_name":"Control (management)","level":2,"score":0.2810944616794586},{"id":"https://openalex.org/C548081761","wikidata":"https://www.wikidata.org/wiki/Q180388","display_name":"Waste management","level":1,"score":0.18092787265777588},{"id":"https://openalex.org/C185592680","wikidata":"https://www.wikidata.org/wiki/Q2329","display_name":"Chemistry","level":0,"score":0.11806273460388184},{"id":"https://openalex.org/C516920438","wikidata":"https://www.wikidata.org/wiki/Q37129","display_name":"Methane","level":2,"score":0.08001932501792908},{"id":"https://openalex.org/C147789679","wikidata":"https://www.wikidata.org/wiki/Q11372","display_name":"Physical chemistry","level":1,"score":0.0},{"id":"https://openalex.org/C62520636","wikidata":"https://www.wikidata.org/wiki/Q944","display_name":"Quantum mechanics","level":1,"score":0.0},{"id":"https://openalex.org/C121332964","wikidata":"https://www.wikidata.org/wiki/Q413","display_name":"Physics","level":0,"score":0.0},{"id":"https://openalex.org/C178790620","wikidata":"https://www.wikidata.org/wiki/Q11351","display_name":"Organic chemistry","level":1,"score":0.0},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.0},{"id":"https://openalex.org/C111919701","wikidata":"https://www.wikidata.org/wiki/Q9135","display_name":"Operating system","level":1,"score":0.0}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1109/ascc.2015.7244539","is_oa":false,"landing_page_url":"https://doi.org/10.1109/ascc.2015.7244539","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2015 10th Asian Control Conference (ASCC)","raw_type":"proceedings-article"}],"best_oa_location":null,"sustainable_development_goals":[{"display_name":"Clean water and sanitation","id":"https://metadata.un.org/sdg/6","score":0.7599999904632568}],"awards":[],"funders":[],"has_content":{"pdf":false,"grobid_xml":false},"content_urls":null,"referenced_works_count":11,"referenced_works":["https://openalex.org/W1975973390","https://openalex.org/W1976555173","https://openalex.org/W2043188685","https://openalex.org/W2045123271","https://openalex.org/W2047397655","https://openalex.org/W2139816774","https://openalex.org/W2142168675","https://openalex.org/W2167674352","https://openalex.org/W2388971803","https://openalex.org/W2613386791","https://openalex.org/W6738072852"],"related_works":["https://openalex.org/W3167351850","https://openalex.org/W3035615750","https://openalex.org/W4213101037","https://openalex.org/W3124339437","https://openalex.org/W2969860187","https://openalex.org/W2089274821","https://openalex.org/W2973055965","https://openalex.org/W4233803399","https://openalex.org/W2910229230","https://openalex.org/W2613689490"],"abstract_inverted_index":{"In":[0],"this":[1],"paper,":[2],"Nonlinear":[3],"Model":[4,35],"Predictive":[5],"Control":[6],"(NMPC)":[7],"algorithm":[8,23,90],"is":[9,59,81,91,121],"developed":[10,92],"to":[11,66,83,93,123,129,138],"optimally":[12],"control":[13,22,119],"the":[14,32,68,85,117,125,131],"anaerobic":[15,132],"digestion":[16,133],"process":[17],"in":[18],"biogas":[19,28,142],"plants.":[20],"The":[21,88,112],"relies":[24],"on":[25],"a":[26,41,53,56,62,76,107],"detailed":[27],"plant":[29],"model":[30,58],"named":[31],"Anaerobic":[33],"Digestion":[34],"No.1":[36],"(ADM1).":[37],"Since":[38],"ADM1":[39],"has":[40],"large":[42],"number":[43],"of":[44,110,127,141],"parameters":[45],"and":[46,96,137],"states":[47],"that":[48,70,116],"hinder":[49],"its":[50],"use":[51],"as":[52,61],"predictive":[54],"model,":[55],"reduced":[57],"considered":[60],"reasonable":[63],"alternative.":[64],"Meanwhile,":[65],"solve":[67],"problem":[69],"many":[71],"state":[72],"variables":[73],"are":[74],"unmeasurable,":[75],"Unscented":[77],"Kalman":[78],"Filter":[79],"(UKF)":[80],"adopted":[82],"estimate":[84],"system":[86,134],"parameters.":[87],"NMPC":[89],"find":[94],"optimal":[95,102],"constant":[97],"substrate":[98],"mixtures":[99],"for":[100],"long-term":[101],"steady-state":[103],"operation":[104],"while":[105],"achieving":[106],"high":[108],"production":[109],"biogas.":[111],"simulation":[113],"results":[114],"show":[115],"proposed":[118],"scheme":[120],"able":[122],"reduce":[124],"effect":[126],"inhibition":[128],"maintain":[130],"working":[135],"efficiently":[136],"make":[139],"effluents":[140],"plants":[143],"satisfied.":[144]},"counts_by_year":[{"year":2024,"cited_by_count":2},{"year":2022,"cited_by_count":1},{"year":2021,"cited_by_count":3},{"year":2020,"cited_by_count":2},{"year":2019,"cited_by_count":3},{"year":2018,"cited_by_count":1},{"year":2017,"cited_by_count":1},{"year":2016,"cited_by_count":1}],"updated_date":"2025-11-06T03:46:38.306776","created_date":"2025-10-10T00:00:00"}