{"id":"https://openalex.org/W4413754711","doi":"https://doi.org/10.1109/tsg.2025.3601238","title":"End-to-End Stochastic Predict-Then-Optimize for Cost-Efficient Water-Energy Resource Scheduling","display_name":"End-to-End Stochastic Predict-Then-Optimize for Cost-Efficient Water-Energy Resource Scheduling","publication_year":2025,"publication_date":"2025-08-27","ids":{"openalex":"https://openalex.org/W4413754711","doi":"https://doi.org/10.1109/tsg.2025.3601238"},"language":"en","primary_location":{"id":"doi:10.1109/tsg.2025.3601238","is_oa":false,"landing_page_url":"https://doi.org/10.1109/tsg.2025.3601238","pdf_url":null,"source":{"id":"https://openalex.org/S59604973","display_name":"IEEE Transactions on Smart Grid","issn_l":"1949-3053","issn":["1949-3053","1949-3061"],"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 Smart Grid","raw_type":"journal-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/A5087893108","display_name":"Shunyu Wu","orcid":"https://orcid.org/0000-0001-9856-2148"},"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":"government","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":"Shunyu Wu","raw_affiliation_strings":["School of Automation and Intelligent Sensing and the Key Laboratory of System Control and Information Processing, Ministry of Education of China, Shanghai Jiao Tong University, Shanghai, China","Shanghai Jiao Tong University, School of Automation and Intelligent Sensing, the Key Laboratory of System Control and Information Processing, Ministry of Education of China, China"],"raw_orcid":"https://orcid.org/0000-0001-9856-2148","affiliations":[{"raw_affiliation_string":"School of Automation and Intelligent Sensing and the Key Laboratory of System Control and Information Processing, Ministry of Education of China, Shanghai Jiao Tong University, Shanghai, China","institution_ids":["https://openalex.org/I183067930"]},{"raw_affiliation_string":"Shanghai Jiao Tong University, School of Automation and Intelligent Sensing, the Key Laboratory of System Control and Information Processing, Ministry of Education of China, China","institution_ids":["https://openalex.org/I1327237609"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5100777024","display_name":"Jingcheng Wang","orcid":"https://orcid.org/0000-0002-4277-1263"},"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":"government","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":"Jingcheng Wang","raw_affiliation_strings":["School of Automation and Intelligent Sensing and the Key Laboratory of System Control and Information Processing, Ministry of Education of China, Shanghai Jiao Tong University, Shanghai, China","Shanghai Jiao Tong University, School of Automation and Intelligent Sensing, the Key Laboratory of System Control and Information Processing, Ministry of Education of China, China"],"raw_orcid":"https://orcid.org/0000-0002-4277-1263","affiliations":[{"raw_affiliation_string":"School of Automation and Intelligent Sensing and the Key Laboratory of System Control and Information Processing, Ministry of Education of China, Shanghai Jiao Tong University, Shanghai, China","institution_ids":["https://openalex.org/I183067930"]},{"raw_affiliation_string":"Shanghai Jiao Tong University, School of Automation and Intelligent Sensing, the Key Laboratory of System Control and Information Processing, Ministry of Education of China, China","institution_ids":["https://openalex.org/I1327237609"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5040505108","display_name":"Haotian Xu","orcid":"https://orcid.org/0000-0002-2180-6148"},"institutions":[{"id":"https://openalex.org/I154099455","display_name":"Shandong University","ror":"https://ror.org/0207yh398","country_code":"CN","type":"education","lineage":["https://openalex.org/I154099455"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Haotian Xu","raw_affiliation_strings":["School of Control Science and Engineering, Shandong University, Jinan, China"],"raw_orcid":"https://orcid.org/0000-0002-2180-6148","affiliations":[{"raw_affiliation_string":"School of Control Science and Engineering, Shandong University, Jinan, China","institution_ids":["https://openalex.org/I154099455"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5023069826","display_name":"Yanjiu Zhong","orcid":null},"institutions":[{"id":"https://openalex.org/I16365422","display_name":"Hefei University of Technology","ror":"https://ror.org/02czkny70","country_code":"CN","type":"education","lineage":["https://openalex.org/I16365422"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Yanjiu Zhong","raw_affiliation_strings":["School of Management, Hefei University of Technology, Hefei, Anhui, China","School of Management, Hefei University of Technology, Hefei, Anhui, PR China"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"School of Management, Hefei University of Technology, Hefei, Anhui, China","institution_ids":["https://openalex.org/I16365422"]},{"raw_affiliation_string":"School of Management, Hefei University of Technology, Hefei, Anhui, PR China","institution_ids":["https://openalex.org/I16365422"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5018604914","display_name":"Jun Rao","orcid":"https://orcid.org/0000-0002-7467-4898"},"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":"government","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":"Jun Rao","raw_affiliation_strings":["School of Automation and Intelligent Sensing and the Key Laboratory of System Control and Information Processing, Ministry of Education of China, Shanghai Jiao Tong University, Shanghai, China","Shanghai Jiao Tong University, School of Automation and Intelligent Sensing, the Key Laboratory of System Control and Information Processing, Ministry of Education of China, China"],"raw_orcid":"https://orcid.org/0000-0002-7467-4898","affiliations":[{"raw_affiliation_string":"School of Automation and Intelligent Sensing and the Key Laboratory of System Control and Information Processing, Ministry of Education of China, Shanghai Jiao Tong University, Shanghai, China","institution_ids":["https://openalex.org/I183067930"]},{"raw_affiliation_string":"Shanghai Jiao Tong University, School of Automation and Intelligent Sensing, the Key Laboratory of System Control and Information Processing, Ministry of Education of China, China","institution_ids":["https://openalex.org/I1327237609"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":5,"corresponding_author_ids":[],"corresponding_institution_ids":[],"apc_list":null,"apc_paid":null,"fwci":1.6342,"has_fulltext":false,"cited_by_count":2,"citation_normalized_percentile":{"value":0.84091483,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":98,"max":99},"biblio":{"volume":"16","issue":"6","first_page":"4796","last_page":"4807"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10969","display_name":"Water resources management and optimization","score":0.8881999850273132,"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"}},"topics":[{"id":"https://openalex.org/T10969","display_name":"Water resources management and optimization","score":0.8881999850273132,"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/T10603","display_name":"Smart Grid Energy Management","score":0.8819000124931335,"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"}}],"keywords":[{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.5474981069564819},{"id":"https://openalex.org/keywords/scheduling","display_name":"Scheduling (production processes)","score":0.5194118022918701},{"id":"https://openalex.org/keywords/end-to-end-principle","display_name":"End-to-end principle","score":0.47203528881073},{"id":"https://openalex.org/keywords/mathematical-optimization","display_name":"Mathematical optimization","score":0.4162788689136505},{"id":"https://openalex.org/keywords/computer-network","display_name":"Computer network","score":0.16162654757499695},{"id":"https://openalex.org/keywords/mathematics","display_name":"Mathematics","score":0.11961203813552856}],"concepts":[{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.5474981069564819},{"id":"https://openalex.org/C206729178","wikidata":"https://www.wikidata.org/wiki/Q2271896","display_name":"Scheduling (production processes)","level":2,"score":0.5194118022918701},{"id":"https://openalex.org/C74296488","wikidata":"https://www.wikidata.org/wiki/Q2527392","display_name":"End-to-end principle","level":2,"score":0.47203528881073},{"id":"https://openalex.org/C126255220","wikidata":"https://www.wikidata.org/wiki/Q141495","display_name":"Mathematical optimization","level":1,"score":0.4162788689136505},{"id":"https://openalex.org/C31258907","wikidata":"https://www.wikidata.org/wiki/Q1301371","display_name":"Computer network","level":1,"score":0.16162654757499695},{"id":"https://openalex.org/C33923547","wikidata":"https://www.wikidata.org/wiki/Q395","display_name":"Mathematics","level":0,"score":0.11961203813552856}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1109/tsg.2025.3601238","is_oa":false,"landing_page_url":"https://doi.org/10.1109/tsg.2025.3601238","pdf_url":null,"source":{"id":"https://openalex.org/S59604973","display_name":"IEEE Transactions on Smart Grid","issn_l":"1949-3053","issn":["1949-3053","1949-3061"],"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 Smart Grid","raw_type":"journal-article"}],"best_oa_location":null,"sustainable_development_goals":[],"awards":[{"id":"https://openalex.org/G3418219275","display_name":null,"funder_award_id":"2024YFB3312100","funder_id":"https://openalex.org/F4320335777","funder_display_name":"National Key Research and Development Program of China"},{"id":"https://openalex.org/G4341435642","display_name":null,"funder_award_id":"62273234","funder_id":"https://openalex.org/F4320321001","funder_display_name":"National Natural Science Foundation of China"},{"id":"https://openalex.org/G5369174383","display_name":null,"funder_award_id":"ZR2023QF072","funder_id":"https://openalex.org/F4320324174","funder_display_name":"Natural Science Foundation of Shandong Province"},{"id":"https://openalex.org/G963900657","display_name":null,"funder_award_id":"62303273","funder_id":"https://openalex.org/F4320321001","funder_display_name":"National Natural Science Foundation of China"}],"funders":[{"id":"https://openalex.org/F4320321001","display_name":"National Natural Science Foundation of China","ror":"https://ror.org/01h0zpd94"},{"id":"https://openalex.org/F4320324174","display_name":"Natural Science Foundation of Shandong Province","ror":null},{"id":"https://openalex.org/F4320335777","display_name":"National Key Research and Development Program of China","ror":null}],"has_content":{"pdf":false,"grobid_xml":false},"content_urls":null,"referenced_works_count":28,"referenced_works":["https://openalex.org/W2221512005","https://openalex.org/W2811312771","https://openalex.org/W2980994438","https://openalex.org/W2998274290","https://openalex.org/W3033816030","https://openalex.org/W3034309712","https://openalex.org/W3035971589","https://openalex.org/W3112697087","https://openalex.org/W3136027957","https://openalex.org/W3206840326","https://openalex.org/W4214618973","https://openalex.org/W4225564677","https://openalex.org/W4281684246","https://openalex.org/W4312463453","https://openalex.org/W4376479136","https://openalex.org/W4385245566","https://openalex.org/W4388947990","https://openalex.org/W4391837088","https://openalex.org/W4394894203","https://openalex.org/W4394896928","https://openalex.org/W4399709078","https://openalex.org/W4400792608","https://openalex.org/W4402263673","https://openalex.org/W4402401821","https://openalex.org/W4403675111","https://openalex.org/W4407213247","https://openalex.org/W4408182607","https://openalex.org/W4408970874"],"related_works":["https://openalex.org/W4391375266","https://openalex.org/W2899084033","https://openalex.org/W2748952813","https://openalex.org/W2151749779","https://openalex.org/W3179968364","https://openalex.org/W2390279801","https://openalex.org/W4391913857","https://openalex.org/W2358668433","https://openalex.org/W4396701345","https://openalex.org/W2376932109"],"abstract_inverted_index":{"Compared":[0],"to":[1,12,52,150],"other":[2],"energy-intensive":[3],"industries,":[4],"urban":[5],"water":[6,43,144],"supply":[7,44],"systems":[8,131],"are":[9],"unique":[10],"due":[11],"the":[13,18,31,54,63,72,108],"strong":[14],"temporal":[15],"coupling":[16],"with":[17,71,79,146],"power":[19],"grid,":[20],"which":[21,67,120],"intensifies":[22],"grid":[23,148],"stress":[24],"during":[25],"peak":[26],"hours.":[27],"This":[28],"paper":[29],"addresses":[30],"water-energy":[32,37],"nexus":[33],"by":[34,75],"developing":[35],"a":[36,88,110],"resource":[38],"scheduling":[39,55],"model":[40],"for":[41,125],"wholeprocess":[42],"that":[45,133],"incorporates":[46],"electricity":[47],"cost":[48,56,138],"prediction":[49,69],"uncertainties.":[50],"Meanwhile,":[51],"minimize":[53],"in":[57],"an":[58],"end-to-end":[59,104,126],"approach,":[60],"we":[61,106],"propose":[62],"Stochastic":[64],"Predictthen-Optimize":[65],"(SPTO),":[66],"aligns":[68],"distribution":[70],"optimality":[73],"gap":[74],"integrating":[76],"probabilistic":[77],"forecasting":[78,92],"stochastic":[80],"optimization.":[81],"Unlike":[82],"traditional":[83],"two-stage":[84],"approaches,":[85],"SPTO":[86,134],"establishes":[87],"closed-loop":[89],"feedback":[90],"between":[91],"and":[93,98,139,153],"optimization,":[94],"reducing":[95],"cumulative":[96],"errors":[97],"improving":[99],"realtime":[100],"adaptability.":[101],"To":[102],"enable":[103],"training,":[105],"derive":[107],"SPTO+,":[109],"differentiable":[111],"convex":[112],"upper-bound":[113],"surrogate":[114,122],"function":[115],"based":[116],"on":[117,129],"Lagrangian":[118],"duality,":[119],"provides":[121],"gradient":[123],"computation":[124],"training.":[127],"Experiments":[128],"real-world":[130],"demonstrate":[132],"significantly":[135],"reduces":[136],"operational":[137],"decision":[140],"regret,":[141],"effectively":[142],"coordinating":[143],"operations":[145],"dynamic":[147],"conditions":[149],"support":[151],"cost-efficient":[152],"gridresponsive":[154],"scheduling.":[155]},"counts_by_year":[{"year":2026,"cited_by_count":2}],"updated_date":"2026-06-18T10:00:31.954636","created_date":"2025-10-10T00:00:00"}
