{"id":"https://openalex.org/W4407949639","doi":"https://doi.org/10.1109/cdc56724.2024.10886363","title":"Nonlinear Data-driven Predictive Control Design for Water Distribution Networks","display_name":"Nonlinear Data-driven Predictive Control Design for Water Distribution Networks","publication_year":2024,"publication_date":"2024-12-16","ids":{"openalex":"https://openalex.org/W4407949639","doi":"https://doi.org/10.1109/cdc56724.2024.10886363"},"language":"en","primary_location":{"id":"doi:10.1109/cdc56724.2024.10886363","is_oa":false,"landing_page_url":"https://doi.org/10.1109/cdc56724.2024.10886363","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2024 IEEE 63rd Conference on Decision and Control (CDC)","raw_type":"proceedings-article"},"type":"article","indexed_in":["crossref"],"open_access":{"is_oa":true,"oa_status":"green","oa_url":"https://pure.tue.nl/ws/files/359439476/Nonlinear_Data-driven_Predictive_Control_Design_for_Water_Distribution_Networks_1_.pdf","any_repository_has_fulltext":true},"authorships":[{"author_position":"first","author":{"id":"https://openalex.org/A5012841379","display_name":"P. C. N. Verheijen","orcid":"https://orcid.org/0009-0003-2269-4066"},"institutions":[{"id":"https://openalex.org/I83019370","display_name":"Eindhoven University of Technology","ror":"https://ror.org/02c2kyt77","country_code":"NL","type":"education","lineage":["https://openalex.org/I83019370"]}],"countries":["NL"],"is_corresponding":false,"raw_author_name":"P. C. N. Verheijen","raw_affiliation_strings":["Eindhoven University of Technology,Department of Electrical Engineering,Netherlands"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Eindhoven University of Technology,Department of Electrical Engineering,Netherlands","institution_ids":["https://openalex.org/I83019370"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5016508380","display_name":"D. Goswami","orcid":null},"institutions":[{"id":"https://openalex.org/I83019370","display_name":"Eindhoven University of Technology","ror":"https://ror.org/02c2kyt77","country_code":"NL","type":"education","lineage":["https://openalex.org/I83019370"]}],"countries":["NL"],"is_corresponding":false,"raw_author_name":"D. Goswami","raw_affiliation_strings":["Eindhoven University of Technology,Department of Electrical Engineering,Netherlands"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Eindhoven University of Technology,Department of Electrical Engineering,Netherlands","institution_ids":["https://openalex.org/I83019370"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5044413277","display_name":"M. Lazar","orcid":null},"institutions":[{"id":"https://openalex.org/I83019370","display_name":"Eindhoven University of Technology","ror":"https://ror.org/02c2kyt77","country_code":"NL","type":"education","lineage":["https://openalex.org/I83019370"]}],"countries":["NL"],"is_corresponding":false,"raw_author_name":"M. Lazar","raw_affiliation_strings":["Eindhoven University of Technology,Department of Electrical Engineering,Netherlands"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Eindhoven University of Technology,Department of Electrical Engineering,Netherlands","institution_ids":["https://openalex.org/I83019370"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":3,"corresponding_author_ids":[],"corresponding_institution_ids":[],"apc_list":null,"apc_paid":null,"fwci":0.0,"has_fulltext":true,"cited_by_count":0,"citation_normalized_percentile":{"value":0.29304973,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":null,"biblio":{"volume":null,"issue":null,"first_page":"4040","last_page":"4045"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T11220","display_name":"Water Systems and Optimization","score":0.996999979019165,"subfield":{"id":"https://openalex.org/subfields/2205","display_name":"Civil and Structural 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/T11220","display_name":"Water Systems and Optimization","score":0.996999979019165,"subfield":{"id":"https://openalex.org/subfields/2205","display_name":"Civil and Structural 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/T10603","display_name":"Smart Grid Energy Management","score":0.9693999886512756,"subfield":{"id":"https://openalex.org/subfields/2208","display_name":"Electrical and Electronic 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/T10791","display_name":"Advanced Control Systems Optimization","score":0.9124000072479248,"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/model-predictive-control","display_name":"Model predictive control","score":0.6962568759918213},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.5716162323951721},{"id":"https://openalex.org/keywords/nonlinear-system","display_name":"Nonlinear system","score":0.529914379119873},{"id":"https://openalex.org/keywords/control","display_name":"Control (management)","score":0.42686212062835693},{"id":"https://openalex.org/keywords/control-theory","display_name":"Control theory (sociology)","score":0.3732955753803253},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.1948510706424713}],"concepts":[{"id":"https://openalex.org/C172205157","wikidata":"https://www.wikidata.org/wiki/Q1782962","display_name":"Model predictive control","level":3,"score":0.6962568759918213},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.5716162323951721},{"id":"https://openalex.org/C158622935","wikidata":"https://www.wikidata.org/wiki/Q660848","display_name":"Nonlinear system","level":2,"score":0.529914379119873},{"id":"https://openalex.org/C2775924081","wikidata":"https://www.wikidata.org/wiki/Q55608371","display_name":"Control (management)","level":2,"score":0.42686212062835693},{"id":"https://openalex.org/C47446073","wikidata":"https://www.wikidata.org/wiki/Q5165890","display_name":"Control theory (sociology)","level":3,"score":0.3732955753803253},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.1948510706424713},{"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}],"mesh":[],"locations_count":2,"locations":[{"id":"doi:10.1109/cdc56724.2024.10886363","is_oa":false,"landing_page_url":"https://doi.org/10.1109/cdc56724.2024.10886363","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2024 IEEE 63rd Conference on Decision and Control (CDC)","raw_type":"proceedings-article"},{"id":"pmh:oai:pure.tue.nl:openaire/2206117b-01ca-40bd-bd6d-ca9a55635a3e","is_oa":true,"landing_page_url":"https://research.tue.nl/en/publications/2206117b-01ca-40bd-bd6d-ca9a55635a3e","pdf_url":"https://pure.tue.nl/ws/files/359439476/Nonlinear_Data-driven_Predictive_Control_Design_for_Water_Distribution_Networks_1_.pdf","source":{"id":"https://openalex.org/S4406922641","display_name":"TU/e Research Portal","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":null,"host_organization_name":null,"host_organization_lineage":[],"host_organization_lineage_names":[],"type":"repository"},"license":"other-oa","license_id":"https://openalex.org/licenses/other-oa","version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"Verheijen, P C N, Goswami, D & Lazar, M 2025, Nonlinear Data-driven Predictive Control Design for Water Distribution Networks. in 2024 IEEE 63rd Conference on Decision and Control, CDC 2024., 10886363, Institute of Electrical and Electronics Engineers, pp. 4040-4045, 63rd IEEE Conference on Decision and Control, CDC 2024, Milan, Italy, 16/12/24. https://doi.org/10.1109/CDC56724.2024.10886363","raw_type":"info:eu-repo/semantics/publishedVersion"}],"best_oa_location":{"id":"pmh:oai:pure.tue.nl:openaire/2206117b-01ca-40bd-bd6d-ca9a55635a3e","is_oa":true,"landing_page_url":"https://research.tue.nl/en/publications/2206117b-01ca-40bd-bd6d-ca9a55635a3e","pdf_url":"https://pure.tue.nl/ws/files/359439476/Nonlinear_Data-driven_Predictive_Control_Design_for_Water_Distribution_Networks_1_.pdf","source":{"id":"https://openalex.org/S4406922641","display_name":"TU/e Research Portal","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":null,"host_organization_name":null,"host_organization_lineage":[],"host_organization_lineage_names":[],"type":"repository"},"license":"other-oa","license_id":"https://openalex.org/licenses/other-oa","version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"Verheijen, P C N, Goswami, D & Lazar, M 2025, Nonlinear Data-driven Predictive Control Design for Water Distribution Networks. in 2024 IEEE 63rd Conference on Decision and Control, CDC 2024., 10886363, Institute of Electrical and Electronics Engineers, pp. 4040-4045, 63rd IEEE Conference on Decision and Control, CDC 2024, Milan, Italy, 16/12/24. https://doi.org/10.1109/CDC56724.2024.10886363","raw_type":"info:eu-repo/semantics/publishedVersion"},"sustainable_development_goals":[{"display_name":"Clean water and sanitation","id":"https://metadata.un.org/sdg/6","score":0.699999988079071}],"awards":[{"id":"https://openalex.org/G2469727591","display_name":null,"funder_award_id":"P19-45","funder_id":"https://openalex.org/F4320321800","funder_display_name":"Nederlandse Organisatie voor Wetenschappelijk Onderzoek"}],"funders":[{"id":"https://openalex.org/F4320321800","display_name":"Nederlandse Organisatie voor Wetenschappelijk Onderzoek","ror":"https://ror.org/04jsz6e67"},{"id":"https://openalex.org/F4320334952","display_name":"Wageningen University and Research","ror":"https://ror.org/04qw24q55"}],"has_content":{"grobid_xml":true,"pdf":true},"content_urls":{"pdf":"https://content.openalex.org/works/W4407949639.pdf","grobid_xml":"https://content.openalex.org/works/W4407949639.grobid-xml"},"referenced_works_count":29,"referenced_works":["https://openalex.org/W1531324864","https://openalex.org/W1991721926","https://openalex.org/W2048523204","https://openalex.org/W2062535792","https://openalex.org/W2085908846","https://openalex.org/W2108794116","https://openalex.org/W2147604579","https://openalex.org/W2171352699","https://openalex.org/W2615836285","https://openalex.org/W2617799486","https://openalex.org/W2902066239","https://openalex.org/W2967875632","https://openalex.org/W2979207987","https://openalex.org/W2989848970","https://openalex.org/W2991902901","https://openalex.org/W2999671346","https://openalex.org/W3016165507","https://openalex.org/W3092910122","https://openalex.org/W3140829955","https://openalex.org/W3160526279","https://openalex.org/W4226062171","https://openalex.org/W4281641833","https://openalex.org/W4312495071","https://openalex.org/W4364377857","https://openalex.org/W4388544262","https://openalex.org/W4391798335","https://openalex.org/W6790502765","https://openalex.org/W6803897774","https://openalex.org/W6857894977"],"related_works":["https://openalex.org/W4391375266","https://openalex.org/W2899084033","https://openalex.org/W2748952813","https://openalex.org/W1990079087","https://openalex.org/W3202234113","https://openalex.org/W2390279801","https://openalex.org/W2101188133","https://openalex.org/W4391913857","https://openalex.org/W2358668433","https://openalex.org/W2556120871"],"abstract_inverted_index":{"In":[0],"this":[1],"paper,":[2],"we":[3,20,48],"present":[4],"a":[5,27,40,44,81],"novel":[6],"method":[7],"for":[8,68],"controlling":[9],"Water":[10],"Distribution":[11],"Networks":[12],"(WDNs)":[13],"using":[14],"Data-driven":[15],"Predictive":[16],"Control":[17],"(DPC).":[18],"First,":[19],"identify":[21],"through":[22],"physical":[23],"first-principle":[24],"knowledge":[25],"that":[26],"standard":[28,62],"linear":[29],"predictor":[30],"is":[31,76],"insufficient.":[32],"However,":[33],"by":[34],"mapping":[35],"the":[36,61,69,95,98],"control":[37,70,90],"input":[38],"as":[39],"nonlinear":[41,87],"function":[42,64],"to":[43,59],"measurable":[45],"intermediate":[46],"variable,":[47],"can":[49],"obtain":[50],"an":[51],"accurate":[52],"data-driven":[53,88],"predictor.":[54],"This":[55],"furthermore":[56],"allows":[57],"us":[58],"retain":[60],"cost":[63],"and":[65,78],"constraints":[66],"employed":[67],"of":[71],"WDNs.":[72],"The":[73,85],"proposed":[74],"algorithm":[75,91],"implemented":[77],"simulated":[79],"on":[80,94],"small":[82],"example":[83],"WDN.":[84],"resulting":[86],"predictive":[89],"performs":[92],"well":[93],"network,":[96],"showing":[97],"expected":[99],"response.":[100]},"counts_by_year":[],"updated_date":"2026-06-11T09:08:48.828518","created_date":"2025-10-10T00:00:00"}
