{"id":"https://openalex.org/W3213584879","doi":"https://doi.org/10.1109/tcst.2021.3118296","title":"Optimal Irrigation Allocation for Large-Scale Arable Farming","display_name":"Optimal Irrigation Allocation for Large-Scale Arable Farming","publication_year":2021,"publication_date":"2021-11-09","ids":{"openalex":"https://openalex.org/W3213584879","doi":"https://doi.org/10.1109/tcst.2021.3118296","mag":"3213584879"},"language":"en","primary_location":{"id":"doi:10.1109/tcst.2021.3118296","is_oa":false,"landing_page_url":"https://doi.org/10.1109/tcst.2021.3118296","pdf_url":null,"source":{"id":"https://openalex.org/S133363738","display_name":"IEEE Transactions on Control Systems Technology","issn_l":"1063-6536","issn":["1063-6536","1558-0865","2374-0159"],"is_oa":false,"is_in_doaj":false,"is_core":true,"host_organization":"https://openalex.org/P4310319808","host_organization_name":"Institute of Electrical and Electronics Engineers","host_organization_lineage":["https://openalex.org/P4310319808"],"host_organization_lineage_names":["Institute of Electrical and Electronics Engineers"],"type":"journal"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"IEEE Transactions on Control Systems Technology","raw_type":"journal-article"},"type":"article","indexed_in":["crossref"],"open_access":{"is_oa":true,"oa_status":"green","oa_url":"https://pure.tue.nl/ws/files/300106073/Optimal_Irrigation_Allocation_for_Large_Scale_Arable_Farming.pdf","any_repository_has_fulltext":true},"authorships":[{"author_position":"first","author":{"id":"https://openalex.org/A5015924881","display_name":"A.T.J.R. Cobbenhagen","orcid":"https://orcid.org/0000-0001-9694-824X"},"institutions":[{"id":"https://openalex.org/I4210143979","display_name":"Systems Technology (United States)","ror":"https://ror.org/04cv8g472","country_code":"US","type":"company","lineage":["https://openalex.org/I4210143979"]},{"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","US"],"is_corresponding":false,"raw_author_name":"A. T. J. R. Cobbenhagen","raw_affiliation_strings":["Department of Mechanical Engineering, Control Systems Technology Group, Eindhoven University of Technology, Eindhoven, AZ, The Netherlands"],"raw_orcid":"https://orcid.org/0000-0001-9694-824X","affiliations":[{"raw_affiliation_string":"Department of Mechanical Engineering, Control Systems Technology Group, Eindhoven University of Technology, Eindhoven, AZ, The Netherlands","institution_ids":["https://openalex.org/I4210143979","https://openalex.org/I83019370"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5103086994","display_name":"L. P. A. Schoonen","orcid":"https://orcid.org/0000-0002-7771-9131"},"institutions":[{"id":"https://openalex.org/I4210143979","display_name":"Systems Technology (United States)","ror":"https://ror.org/04cv8g472","country_code":"US","type":"company","lineage":["https://openalex.org/I4210143979"]},{"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","US"],"is_corresponding":false,"raw_author_name":"L. P. A. Schoonen","raw_affiliation_strings":["Department of Mechanical Engineering, Control Systems Technology Group, Eindhoven University of Technology, Eindhoven, AZ, The Netherlands"],"raw_orcid":"https://orcid.org/0000-0002-7771-9131","affiliations":[{"raw_affiliation_string":"Department of Mechanical Engineering, Control Systems Technology Group, Eindhoven University of Technology, Eindhoven, AZ, The Netherlands","institution_ids":["https://openalex.org/I4210143979","https://openalex.org/I83019370"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5033596147","display_name":"Ren\u00e9 van de Molengraft","orcid":"https://orcid.org/0000-0002-5095-4297"},"institutions":[{"id":"https://openalex.org/I4210143979","display_name":"Systems Technology (United States)","ror":"https://ror.org/04cv8g472","country_code":"US","type":"company","lineage":["https://openalex.org/I4210143979"]},{"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","US"],"is_corresponding":false,"raw_author_name":"M. J. G. van de Molengraft","raw_affiliation_strings":["Department of Mechanical Engineering, Control Systems Technology Group, Eindhoven University of Technology, Eindhoven, AZ, The Netherlands"],"raw_orcid":"https://orcid.org/0000-0002-5095-4297","affiliations":[{"raw_affiliation_string":"Department of Mechanical Engineering, Control Systems Technology Group, Eindhoven University of Technology, Eindhoven, AZ, The Netherlands","institution_ids":["https://openalex.org/I4210143979","https://openalex.org/I83019370"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5063241688","display_name":"W.P.M.H. Heemels","orcid":"https://orcid.org/0000-0003-3440-8007"},"institutions":[{"id":"https://openalex.org/I4210143979","display_name":"Systems Technology (United States)","ror":"https://ror.org/04cv8g472","country_code":"US","type":"company","lineage":["https://openalex.org/I4210143979"]},{"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","US"],"is_corresponding":false,"raw_author_name":"W. P. M. H. Heemels","raw_affiliation_strings":["Department of Mechanical Engineering, Control Systems Technology Group, Eindhoven University of Technology, Eindhoven, AZ, The Netherlands"],"raw_orcid":"https://orcid.org/0000-0003-3440-8007","affiliations":[{"raw_affiliation_string":"Department of Mechanical Engineering, Control Systems Technology Group, Eindhoven University of Technology, Eindhoven, AZ, The Netherlands","institution_ids":["https://openalex.org/I4210143979","https://openalex.org/I83019370"]}]}],"institutions":[],"countries_distinct_count":2,"institutions_distinct_count":2,"corresponding_author_ids":[],"corresponding_institution_ids":[],"apc_list":{"value":2045,"currency":"USD","value_usd":2045},"apc_paid":null,"fwci":0.5116,"has_fulltext":true,"cited_by_count":8,"citation_normalized_percentile":{"value":0.67128457,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":93,"max":97},"biblio":{"volume":"30","issue":"4","first_page":"1484","last_page":"1493"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T11404","display_name":"Irrigation Practices and Water Management","score":0.9975000023841858,"subfield":{"id":"https://openalex.org/subfields/1111","display_name":"Soil Science"},"field":{"id":"https://openalex.org/fields/11","display_name":"Agricultural and Biological Sciences"},"domain":{"id":"https://openalex.org/domains/1","display_name":"Life Sciences"}},"topics":[{"id":"https://openalex.org/T11404","display_name":"Irrigation Practices and Water Management","score":0.9975000023841858,"subfield":{"id":"https://openalex.org/subfields/1111","display_name":"Soil Science"},"field":{"id":"https://openalex.org/fields/11","display_name":"Agricultural and Biological Sciences"},"domain":{"id":"https://openalex.org/domains/1","display_name":"Life Sciences"}},{"id":"https://openalex.org/T10969","display_name":"Water resources management and optimization","score":0.9930999875068665,"subfield":{"id":"https://openalex.org/subfields/2212","display_name":"Ocean 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/T12093","display_name":"Greenhouse Technology and Climate Control","score":0.9726999998092651,"subfield":{"id":"https://openalex.org/subfields/1110","display_name":"Plant Science"},"field":{"id":"https://openalex.org/fields/11","display_name":"Agricultural and Biological Sciences"},"domain":{"id":"https://openalex.org/domains/1","display_name":"Life Sciences"}}],"keywords":[{"id":"https://openalex.org/keywords/arable-land","display_name":"Arable land","score":0.6402851343154907},{"id":"https://openalex.org/keywords/maximization","display_name":"Maximization","score":0.6105815768241882},{"id":"https://openalex.org/keywords/generality","display_name":"Generality","score":0.5751184821128845},{"id":"https://openalex.org/keywords/profit-maximization","display_name":"Profit maximization","score":0.5711159110069275},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.5230715870857239},{"id":"https://openalex.org/keywords/agricultural-engineering","display_name":"Agricultural engineering","score":0.5038565993309021},{"id":"https://openalex.org/keywords/time-horizon","display_name":"Time horizon","score":0.5016255378723145},{"id":"https://openalex.org/keywords/profit","display_name":"Profit (economics)","score":0.47323498129844666},{"id":"https://openalex.org/keywords/variety","display_name":"Variety (cybernetics)","score":0.4249938130378723},{"id":"https://openalex.org/keywords/precision-agriculture","display_name":"Precision agriculture","score":0.4105425477027893},{"id":"https://openalex.org/keywords/agriculture","display_name":"Agriculture","score":0.40989789366722107},{"id":"https://openalex.org/keywords/mathematical-optimization","display_name":"Mathematical optimization","score":0.4005199074745178},{"id":"https://openalex.org/keywords/engineering","display_name":"Engineering","score":0.20871424674987793},{"id":"https://openalex.org/keywords/mathematics","display_name":"Mathematics","score":0.1987682580947876},{"id":"https://openalex.org/keywords/economics","display_name":"Economics","score":0.10339611768722534},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.09232160449028015},{"id":"https://openalex.org/keywords/ecology","display_name":"Ecology","score":0.07827848196029663}],"concepts":[{"id":"https://openalex.org/C71762439","wikidata":"https://www.wikidata.org/wiki/Q843920","display_name":"Arable land","level":3,"score":0.6402851343154907},{"id":"https://openalex.org/C2776330181","wikidata":"https://www.wikidata.org/wiki/Q18358244","display_name":"Maximization","level":2,"score":0.6105815768241882},{"id":"https://openalex.org/C2780767217","wikidata":"https://www.wikidata.org/wiki/Q5532421","display_name":"Generality","level":2,"score":0.5751184821128845},{"id":"https://openalex.org/C2777780509","wikidata":"https://www.wikidata.org/wiki/Q1377422","display_name":"Profit maximization","level":3,"score":0.5711159110069275},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.5230715870857239},{"id":"https://openalex.org/C88463610","wikidata":"https://www.wikidata.org/wiki/Q194118","display_name":"Agricultural engineering","level":1,"score":0.5038565993309021},{"id":"https://openalex.org/C28761237","wikidata":"https://www.wikidata.org/wiki/Q7805321","display_name":"Time horizon","level":2,"score":0.5016255378723145},{"id":"https://openalex.org/C181622380","wikidata":"https://www.wikidata.org/wiki/Q26911","display_name":"Profit (economics)","level":2,"score":0.47323498129844666},{"id":"https://openalex.org/C136197465","wikidata":"https://www.wikidata.org/wiki/Q1729295","display_name":"Variety (cybernetics)","level":2,"score":0.4249938130378723},{"id":"https://openalex.org/C120217122","wikidata":"https://www.wikidata.org/wiki/Q740083","display_name":"Precision agriculture","level":3,"score":0.4105425477027893},{"id":"https://openalex.org/C118518473","wikidata":"https://www.wikidata.org/wiki/Q11451","display_name":"Agriculture","level":2,"score":0.40989789366722107},{"id":"https://openalex.org/C126255220","wikidata":"https://www.wikidata.org/wiki/Q141495","display_name":"Mathematical optimization","level":1,"score":0.4005199074745178},{"id":"https://openalex.org/C127413603","wikidata":"https://www.wikidata.org/wiki/Q11023","display_name":"Engineering","level":0,"score":0.20871424674987793},{"id":"https://openalex.org/C33923547","wikidata":"https://www.wikidata.org/wiki/Q395","display_name":"Mathematics","level":0,"score":0.1987682580947876},{"id":"https://openalex.org/C162324750","wikidata":"https://www.wikidata.org/wiki/Q8134","display_name":"Economics","level":0,"score":0.10339611768722534},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.09232160449028015},{"id":"https://openalex.org/C18903297","wikidata":"https://www.wikidata.org/wiki/Q7150","display_name":"Ecology","level":1,"score":0.07827848196029663},{"id":"https://openalex.org/C175444787","wikidata":"https://www.wikidata.org/wiki/Q39072","display_name":"Microeconomics","level":1,"score":0.0},{"id":"https://openalex.org/C187736073","wikidata":"https://www.wikidata.org/wiki/Q2920921","display_name":"Management","level":1,"score":0.0},{"id":"https://openalex.org/C86803240","wikidata":"https://www.wikidata.org/wiki/Q420","display_name":"Biology","level":0,"score":0.0}],"mesh":[],"locations_count":4,"locations":[{"id":"doi:10.1109/tcst.2021.3118296","is_oa":false,"landing_page_url":"https://doi.org/10.1109/tcst.2021.3118296","pdf_url":null,"source":{"id":"https://openalex.org/S133363738","display_name":"IEEE Transactions on Control Systems Technology","issn_l":"1063-6536","issn":["1063-6536","1558-0865","2374-0159"],"is_oa":false,"is_in_doaj":false,"is_core":true,"host_organization":"https://openalex.org/P4310319808","host_organization_name":"Institute of Electrical and Electronics Engineers","host_organization_lineage":["https://openalex.org/P4310319808"],"host_organization_lineage_names":["Institute of Electrical and Electronics Engineers"],"type":"journal"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"IEEE Transactions on Control Systems Technology","raw_type":"journal-article"},{"id":"pmh:oai:pure.tue.nl:openaire_cris_publications/771840b7-baaa-4a53-ae6d-037e7d60dafd","is_oa":true,"landing_page_url":"https://research.tue.nl/en/publications/771840b7-baaa-4a53-ae6d-037e7d60dafd","pdf_url":"https://pure.tue.nl/ws/files/300106073/Optimal_Irrigation_Allocation_for_Large_Scale_Arable_Farming.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":"Cobbenhagen, A T J R, Schoonen, L P A, van ve Molengraft, M J G & Heemels, W P M H 2022, 'Optimal Irrigation Allocation for Large-Scale Arable Farming', IEEE Transactions on Control Systems Technology, vol. 30, no. 4, 9609613, pp. 1484-1493. https://doi.org/10.1109/TCST.2021.3118296","raw_type":"info:eu-repo/semantics/article"},{"id":"pmh:oai:pure.tue.nl:publications/771840b7-baaa-4a53-ae6d-037e7d60dafd","is_oa":true,"landing_page_url":"http://www.scopus.com/inward/record.url?scp=85133772405&partnerID=8YFLogxK","pdf_url":null,"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":"Cobbenhagen, A T J R, Schoonen, L P A, van ve Molengraft, M J G & Heemels, W P M H 2022, 'Optimal Irrigation Allocation for Large-Scale Arable Farming', IEEE Transactions on Control Systems Technology, vol. 30, no. 4, 9609613, pp. 1484-1493. https://doi.org/10.1109/TCST.2021.3118296","raw_type":"info:eu-repo/semantics/article"},{"id":"pmh:tue:oai:pure.tue.nl:publications/771840b7-baaa-4a53-ae6d-037e7d60dafd","is_oa":true,"landing_page_url":"https://research.tue.nl/nl/publications/771840b7-baaa-4a53-ae6d-037e7d60dafd","pdf_url":null,"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":"IEEE Transactions on Control Systems Technology, 30(4):9609613, 1484 - 1493. Institute of Electrical and Electronics Engineers","raw_type":"info:eu-repo/semantics/article"}],"best_oa_location":{"id":"pmh:oai:pure.tue.nl:openaire_cris_publications/771840b7-baaa-4a53-ae6d-037e7d60dafd","is_oa":true,"landing_page_url":"https://research.tue.nl/en/publications/771840b7-baaa-4a53-ae6d-037e7d60dafd","pdf_url":"https://pure.tue.nl/ws/files/300106073/Optimal_Irrigation_Allocation_for_Large_Scale_Arable_Farming.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":"Cobbenhagen, A T J R, Schoonen, L P A, van ve Molengraft, M J G & Heemels, W P M H 2022, 'Optimal Irrigation Allocation for Large-Scale Arable Farming', IEEE Transactions on Control Systems Technology, vol. 30, no. 4, 9609613, pp. 1484-1493. https://doi.org/10.1109/TCST.2021.3118296","raw_type":"info:eu-repo/semantics/article"},"sustainable_development_goals":[],"awards":[],"funders":[{"id":"https://openalex.org/F4320336912","display_name":"Topconsortium voor Kennis en Innovatie","ror":null}],"has_content":{"pdf":true,"grobid_xml":true},"content_urls":{"pdf":"https://content.openalex.org/works/W3213584879.pdf","grobid_xml":"https://content.openalex.org/works/W3213584879.grobid-xml"},"referenced_works_count":34,"referenced_works":["https://openalex.org/W1521758236","https://openalex.org/W1912439321","https://openalex.org/W1994975670","https://openalex.org/W1999257158","https://openalex.org/W2012689010","https://openalex.org/W2036908963","https://openalex.org/W2042396358","https://openalex.org/W2042421327","https://openalex.org/W2050457150","https://openalex.org/W2085655078","https://openalex.org/W2103143974","https://openalex.org/W2159421027","https://openalex.org/W2172038067","https://openalex.org/W2493153924","https://openalex.org/W2523455402","https://openalex.org/W2536620281","https://openalex.org/W2765402820","https://openalex.org/W2808390209","https://openalex.org/W2883315486","https://openalex.org/W2896250689","https://openalex.org/W2904892241","https://openalex.org/W2917843279","https://openalex.org/W2968694665","https://openalex.org/W2979520235","https://openalex.org/W2989712885","https://openalex.org/W2990271336","https://openalex.org/W2990887833","https://openalex.org/W2998176506","https://openalex.org/W2998409394","https://openalex.org/W3006230761","https://openalex.org/W3098456097","https://openalex.org/W4211147054","https://openalex.org/W6631174725","https://openalex.org/W6759781625"],"related_works":["https://openalex.org/W2045049461","https://openalex.org/W4381094582","https://openalex.org/W1978893398","https://openalex.org/W1977906818","https://openalex.org/W2201908702","https://openalex.org/W2369625323","https://openalex.org/W2364579609","https://openalex.org/W2034558091","https://openalex.org/W2790250472","https://openalex.org/W3119019761"],"abstract_inverted_index":{"In":[0],"this":[1],"article,":[2],"we":[3],"propose":[4],"an":[5],"optimization":[6],"framework":[7,45,80,115],"that":[8,47,101],"computes":[9],"the":[10,43,53,79,94,114,124,131,158,161,164],"allocation":[11,84,110],"of":[12,23,42,52,69,78,85,91,130,139,163],"irrigation":[13],"machinery":[14],"(agents)":[15],"and":[16,60,73,89,127,137,160],"water":[17,92,140],"to":[18,65,87,156],"arable":[19],"fields":[20,88],"by":[21,107,152],"maximization":[22],"a":[24,28,66,82,99],"profit":[25],"function":[26],"in":[27,97],"receding":[29],"horizon":[30],"fashion":[31],"using":[32,148],"realistic":[33,145],"models":[34,57,151],"for":[35,58,104],"crop":[36,55],"growth":[37,56],"dynamics.":[38],"A":[39,144],"key":[40],"advantage":[41],"proposed":[44],"is":[46,81,111,154],"it":[48,102],"can":[49,62],"use":[50],"many":[51],"existing":[54],"prediction":[59],"hence":[61],"be":[63],"applied":[64],"wide":[67],"variety":[68],"crops,":[70],"soils,":[71],"locations,":[72],"weather":[74],"patterns.":[75],"The":[76,109],"output":[77],"feasible":[83,112],"agents":[86],"delivery":[90],"over":[93],"growing":[95],"season,":[96],"such":[98,122],"way":[100],"allows":[103],"practical":[105],"implementation":[106],"farmers.":[108],"as":[113,123],"takes":[116],"into":[117],"account":[118],"relevant":[119],"real-world":[120],"constraints":[121],"water-carrying":[125],"capacity":[126],"application":[128],"rates":[129],"agents,":[132],"but":[133],"also":[134],"traveling":[135],"costs":[136],"refilling":[138],"at":[141],"designated":[142],"locations.":[143],"case":[146],"study":[147],"validated":[149],"crop-growth":[150],"agronomists":[153],"used":[155],"show":[157],"strengths":[159],"generality":[162],"framework.":[165]},"counts_by_year":[{"year":2026,"cited_by_count":1},{"year":2025,"cited_by_count":3},{"year":2024,"cited_by_count":4}],"updated_date":"2026-08-28T12:50:07.497085","created_date":"2025-10-10T00:00:00"}