{"id":"https://openalex.org/W4301366613","doi":"https://doi.org/10.1109/tsg.2023.3272379","title":"Towards Resilient Energy Forecasting: A Robust Optimization Approach","display_name":"Towards Resilient Energy Forecasting: A Robust Optimization Approach","publication_year":2023,"publication_date":"2023-05-02","ids":{"openalex":"https://openalex.org/W4301366613","doi":"https://doi.org/10.1109/tsg.2023.3272379"},"language":"en","primary_location":{"id":"doi:10.1109/tsg.2023.3272379","is_oa":false,"landing_page_url":"https://doi.org/10.1109/tsg.2023.3272379","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":true,"oa_status":"green","oa_url":"https://hal.science/hal-03792191v2/document","any_repository_has_fulltext":true},"authorships":[{"author_position":"first","author":{"id":"https://openalex.org/A5036248448","display_name":"Akylas Stratigakos","orcid":"https://orcid.org/0000-0002-9954-5558"},"institutions":[{"id":"https://openalex.org/I2746051580","display_name":"Universit\u00e9 Paris Sciences et Lettres","ror":"https://ror.org/013cjyk83","country_code":"FR","type":"education","lineage":["https://openalex.org/I2746051580"]},{"id":"https://openalex.org/I4210112951","display_name":"Centre Proc\u00e9d\u00e9s, Energies Renouvelables et Syst\u00e8mes Energ\u00e9tiques","ror":"https://ror.org/01ydp2x12","country_code":"FR","type":"facility","lineage":["https://openalex.org/I190752583","https://openalex.org/I2746051580","https://openalex.org/I4210091621","https://openalex.org/I4210112951","https://openalex.org/I70768539"]},{"id":"https://openalex.org/I70768539","display_name":"\u00c9cole Nationale Sup\u00e9rieure des Mines de Paris","ror":"https://ror.org/04y8cs423","country_code":"FR","type":"education","lineage":["https://openalex.org/I190752583","https://openalex.org/I2746051580","https://openalex.org/I70768539"]}],"countries":["FR"],"is_corresponding":false,"raw_author_name":"Akylas Stratigakos","raw_affiliation_strings":["Center for Processes, Renewable Energy and Energy Systems, Mines Paris, PSL University, Sophia Antipolis, France","MINES ParisTech - \u00c9cole nationale sup\u00e9rieure des mines de Paris","Centre Proc\u00e9d\u00e9s, \u00c9nergies Renouvelables, Syst\u00e8mes \u00c9nerg\u00e9tiques"],"raw_orcid":"https://orcid.org/0000-0002-9954-5558","affiliations":[{"raw_affiliation_string":"Center for Processes, Renewable Energy and Energy Systems, Mines Paris, PSL University, Sophia Antipolis, France","institution_ids":["https://openalex.org/I2746051580","https://openalex.org/I4210112951"]},{"raw_affiliation_string":"MINES ParisTech - \u00c9cole nationale sup\u00e9rieure des mines de Paris","institution_ids":["https://openalex.org/I70768539"]},{"raw_affiliation_string":"Centre Proc\u00e9d\u00e9s, \u00c9nergies Renouvelables, Syst\u00e8mes \u00c9nerg\u00e9tiques","institution_ids":["https://openalex.org/I4210112951"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5005554127","display_name":"Panagiotis Andrianesis","orcid":"https://orcid.org/0000-0003-1746-5915"},"institutions":[{"id":"https://openalex.org/I96673099","display_name":"Technical University of Denmark","ror":"https://ror.org/04qtj9h94","country_code":"DK","type":"education","lineage":["https://openalex.org/I96673099"]}],"countries":["DK"],"is_corresponding":false,"raw_author_name":"Panagiotis Andrianesis","raw_affiliation_strings":["Department of Wind and Energy Systems, Technical University of Denmark, Lyngby, Denmark"],"raw_orcid":"https://orcid.org/0000-0003-1746-5915","affiliations":[{"raw_affiliation_string":"Department of Wind and Energy Systems, Technical University of Denmark, Lyngby, Denmark","institution_ids":["https://openalex.org/I96673099"]}]},{"author_position":"middle","author":{"id":null,"display_name":"Andrea Michiorri","orcid":"https://orcid.org/0000-0002-8440-7128"},"institutions":[{"id":"https://openalex.org/I2746051580","display_name":"Universit\u00e9 Paris Sciences et Lettres","ror":"https://ror.org/013cjyk83","country_code":"FR","type":"education","lineage":["https://openalex.org/I2746051580"]},{"id":"https://openalex.org/I4210112951","display_name":"Centre Proc\u00e9d\u00e9s, Energies Renouvelables et Syst\u00e8mes Energ\u00e9tiques","ror":"https://ror.org/01ydp2x12","country_code":"FR","type":"facility","lineage":["https://openalex.org/I190752583","https://openalex.org/I2746051580","https://openalex.org/I4210091621","https://openalex.org/I4210112951","https://openalex.org/I70768539"]}],"countries":["FR"],"is_corresponding":false,"raw_author_name":"Andrea Michiorri","raw_affiliation_strings":["Center for Processes, Renewable Energy and Energy Systems, Mines Paris, PSL University, Sophia Antipolis, France"],"raw_orcid":"https://orcid.org/0000-0002-8440-7128","affiliations":[{"raw_affiliation_string":"Center for Processes, Renewable Energy and Energy Systems, Mines Paris, PSL University, Sophia Antipolis, France","institution_ids":["https://openalex.org/I2746051580","https://openalex.org/I4210112951"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5069646567","display_name":"Georges Kariniotakis","orcid":null},"institutions":[{"id":"https://openalex.org/I2746051580","display_name":"Universit\u00e9 Paris Sciences et Lettres","ror":"https://ror.org/013cjyk83","country_code":"FR","type":"education","lineage":["https://openalex.org/I2746051580"]},{"id":"https://openalex.org/I4210112951","display_name":"Centre Proc\u00e9d\u00e9s, Energies Renouvelables et Syst\u00e8mes Energ\u00e9tiques","ror":"https://ror.org/01ydp2x12","country_code":"FR","type":"facility","lineage":["https://openalex.org/I190752583","https://openalex.org/I2746051580","https://openalex.org/I4210091621","https://openalex.org/I4210112951","https://openalex.org/I70768539"]}],"countries":["FR"],"is_corresponding":false,"raw_author_name":"Georges Kariniotakis","raw_affiliation_strings":["Center for Processes, Renewable Energy and Energy Systems, Mines Paris, PSL University, Sophia Antipolis, France"],"raw_orcid":"https://orcid.org/0000-0002-5261-0172","affiliations":[{"raw_affiliation_string":"Center for Processes, Renewable Energy and Energy Systems, Mines Paris, PSL University, Sophia Antipolis, France","institution_ids":["https://openalex.org/I2746051580","https://openalex.org/I4210112951"]}]}],"institutions":[],"countries_distinct_count":2,"institutions_distinct_count":4,"corresponding_author_ids":[],"corresponding_institution_ids":[],"apc_list":null,"apc_paid":null,"fwci":0.4646,"has_fulltext":true,"cited_by_count":4,"citation_normalized_percentile":{"value":0.59943264,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":96,"max":97},"biblio":{"volume":"15","issue":"1","first_page":"874","last_page":"885"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T11052","display_name":"Energy Load and Power Forecasting","score":1.0,"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"}},"topics":[{"id":"https://openalex.org/T11052","display_name":"Energy Load and Power Forecasting","score":1.0,"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/T10424","display_name":"Electric Power System Optimization","score":0.9958000183105469,"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/T11276","display_name":"Solar Radiation and Photovoltaics","score":0.9861000180244446,"subfield":{"id":"https://openalex.org/subfields/1702","display_name":"Artificial Intelligence"},"field":{"id":"https://openalex.org/fields/17","display_name":"Computer Science"},"domain":{"id":"https://openalex.org/domains/3","display_name":"Physical Sciences"}}],"keywords":[{"id":"https://openalex.org/keywords/robust-optimization","display_name":"Robust optimization","score":0.4665375053882599},{"id":"https://openalex.org/keywords/energy","display_name":"Energy (signal processing)","score":0.46387800574302673},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.45047295093536377},{"id":"https://openalex.org/keywords/econometrics","display_name":"Econometrics","score":0.3631531596183777},{"id":"https://openalex.org/keywords/economics","display_name":"Economics","score":0.33105766773223877},{"id":"https://openalex.org/keywords/mathematical-optimization","display_name":"Mathematical optimization","score":0.30864834785461426},{"id":"https://openalex.org/keywords/mathematics","display_name":"Mathematics","score":0.15712937712669373},{"id":"https://openalex.org/keywords/statistics","display_name":"Statistics","score":0.11649817228317261}],"concepts":[{"id":"https://openalex.org/C193254401","wikidata":"https://www.wikidata.org/wiki/Q2160088","display_name":"Robust optimization","level":2,"score":0.4665375053882599},{"id":"https://openalex.org/C186370098","wikidata":"https://www.wikidata.org/wiki/Q442787","display_name":"Energy (signal processing)","level":2,"score":0.46387800574302673},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.45047295093536377},{"id":"https://openalex.org/C149782125","wikidata":"https://www.wikidata.org/wiki/Q160039","display_name":"Econometrics","level":1,"score":0.3631531596183777},{"id":"https://openalex.org/C162324750","wikidata":"https://www.wikidata.org/wiki/Q8134","display_name":"Economics","level":0,"score":0.33105766773223877},{"id":"https://openalex.org/C126255220","wikidata":"https://www.wikidata.org/wiki/Q141495","display_name":"Mathematical optimization","level":1,"score":0.30864834785461426},{"id":"https://openalex.org/C33923547","wikidata":"https://www.wikidata.org/wiki/Q395","display_name":"Mathematics","level":0,"score":0.15712937712669373},{"id":"https://openalex.org/C105795698","wikidata":"https://www.wikidata.org/wiki/Q12483","display_name":"Statistics","level":1,"score":0.11649817228317261}],"mesh":[],"locations_count":3,"locations":[{"id":"doi:10.1109/tsg.2023.3272379","is_oa":false,"landing_page_url":"https://doi.org/10.1109/tsg.2023.3272379","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"},{"id":"pmh:oai:HAL:hal-03792191v2","is_oa":true,"landing_page_url":"https://hal.science/hal-03792191","pdf_url":"https://hal.science/hal-03792191v2/document","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":"other-oa","license_id":"https://openalex.org/licenses/other-oa","version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"https://hal.science/hal-03792191","raw_type":"info:eu-repo/semantics/preprint"},{"id":"pmh:oai:pure.atira.dk:publications/9f9483b4-085b-4ceb-98a9-80db8ab52dab","is_oa":true,"landing_page_url":"https://orbit.dtu.dk/en/publications/9f9483b4-085b-4ceb-98a9-80db8ab52dab","pdf_url":null,"source":{"id":"https://openalex.org/S4306400705","display_name":"Technical University of Denmark, DTU Orbit (Technical University of Denmark, DTU)","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I96673099","host_organization_name":"Technical University of Denmark","host_organization_lineage":["https://openalex.org/I96673099"],"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":"Stratigakos , A , Andrianesis , P , Michiorri , A & Kariniotakis , G 2024 , ' Towards Resilient Energy Forecasting: A Robust Optimization Approach ' , IEEE Transactions on Smart Grid , vol. 15 , no. 1 , pp. 874-885 . https://doi.org/10.1109/TSG.2023.3272379","raw_type":"article"}],"best_oa_location":{"id":"pmh:oai:HAL:hal-03792191v2","is_oa":true,"landing_page_url":"https://hal.science/hal-03792191","pdf_url":"https://hal.science/hal-03792191v2/document","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":"other-oa","license_id":"https://openalex.org/licenses/other-oa","version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"https://hal.science/hal-03792191","raw_type":"info:eu-repo/semantics/preprint"},"sustainable_development_goals":[{"display_name":"Affordable and clean energy","id":"https://metadata.un.org/sdg/7","score":0.5699999928474426}],"awards":[{"id":"https://openalex.org/G1011530029","display_name":null,"funder_award_id":"PGMO-IROE 2020-0009","funder_id":"https://openalex.org/F4320324478","funder_display_name":"Fondation Math\u00e9matique Jacques Hadamard"},{"id":"https://openalex.org/G2052957196","display_name":null,"funder_award_id":"TSG-01384-2022","funder_id":"https://openalex.org/F4320324478","funder_display_name":"Fondation Math\u00e9matique Jacques Hadamard"},{"id":"https://openalex.org/G5550922984","display_name":null,"funder_award_id":"864337","funder_id":"https://openalex.org/F4320332999","funder_display_name":"Horizon 2020 Framework Programme"}],"funders":[{"id":"https://openalex.org/F4320324478","display_name":"Fondation Math\u00e9matique Jacques Hadamard","ror":"https://ror.org/0153me927"},{"id":"https://openalex.org/F4320332999","display_name":"Horizon 2020 Framework Programme","ror":"https://ror.org/00k4n6c32"}],"has_content":{"grobid_xml":true,"pdf":true},"content_urls":{"pdf":"https://content.openalex.org/works/W4301366613.pdf","grobid_xml":"https://content.openalex.org/works/W4301366613.grobid-xml"},"referenced_works_count":41,"referenced_works":["https://openalex.org/W1970071487","https://openalex.org/W2029359074","https://openalex.org/W2048679451","https://openalex.org/W2081770709","https://openalex.org/W2114296159","https://openalex.org/W2117173631","https://openalex.org/W2131116400","https://openalex.org/W2134843796","https://openalex.org/W2135046866","https://openalex.org/W2275088575","https://openalex.org/W2296521892","https://openalex.org/W2613597870","https://openalex.org/W2622052728","https://openalex.org/W2625224297","https://openalex.org/W2763926615","https://openalex.org/W2782144814","https://openalex.org/W2901904435","https://openalex.org/W2905123904","https://openalex.org/W2907922133","https://openalex.org/W2911964244","https://openalex.org/W2913762543","https://openalex.org/W2953228531","https://openalex.org/W2964010366","https://openalex.org/W2982115741","https://openalex.org/W3008917326","https://openalex.org/W3017240220","https://openalex.org/W3024158773","https://openalex.org/W3036886654","https://openalex.org/W3045333620","https://openalex.org/W4200619741","https://openalex.org/W4210357114","https://openalex.org/W4223955174","https://openalex.org/W4231382867","https://openalex.org/W4241996101","https://openalex.org/W4245481662","https://openalex.org/W4285176417","https://openalex.org/W6603182422","https://openalex.org/W6634147026","https://openalex.org/W6640425456","https://openalex.org/W6839483185","https://openalex.org/W6845307383"],"related_works":["https://openalex.org/W2899084033","https://openalex.org/W2900389772","https://openalex.org/W3005017983","https://openalex.org/W2019398080","https://openalex.org/W2800812001","https://openalex.org/W2030617584","https://openalex.org/W2056210026","https://openalex.org/W2066824604","https://openalex.org/W2490717400","https://openalex.org/W3015523332"],"abstract_inverted_index":{"Energy":[0],"forecasting":[1,50,101],"models":[2,77,182,205],"deployed":[3],"in":[4,99,162],"industrial":[5],"applications":[6,102],"face":[7],"uncertainty":[8],"w.r.t.":[9],"data":[10],"availability,":[11],"due":[12],"to":[13,49,93,141,210],"network":[14],"latency,":[15],"equipment":[16],"malfunctions":[17],"or":[18],"data-integrity":[19],"attacks.":[20],"In":[21,85],"particular,":[22],"the":[23,40,57,74,81,135,159,198,213,222,229],"case":[24],"when":[25,39],"a":[26,46,63,90,109],"subset":[27],"of":[28,66,76,83,148,158,185,224],"features":[29,98,119,237],"that":[30,113,197,232],"has":[31],"been":[32],"used":[33,43],"for":[34,62,134],"model":[35,41,112],"training":[36],"becomes":[37],"unavailable":[38],"is":[42,114,228],"operationally":[44],"poses":[45],"major":[47],"challenge":[48],"performance.":[51],"Ad-hoc":[52],"solutions,":[53],"e.g.,":[54],"retraining":[55,211],"without":[56,212],"missing":[58,97,118,188,214,236],"features,":[59,67,189,215],"may":[60],"work":[61,231],"small":[64],"number":[65,75,82],"but":[68],"they":[69],"soon":[70],"become":[71],"impractical,":[72],"as":[73],"grows":[78],"exponentially":[79],"with":[80,145,187],"features.":[84],"this":[86,227],"work,":[87],"we":[88,107,176],"present":[89],"principled":[91],"approach":[92,202],"introducing":[94],"resilience":[95,234],"against":[96,117,179,235],"energy":[100,239],"via":[103],"robust":[104,110,137,200],"optimization.":[105],"Specifically,":[106],"formulate":[108],"regression":[111],"optimally":[115],"resilient":[116],"at":[120],"test":[121],"time,":[122],"considering":[123],"both":[124],"point":[125],"and":[126,150,171,175,183,192,206],"probabilistic":[127],"forecasting.":[128,240],"We":[129,152],"develop":[130],"three":[131],"solution":[132],"methods":[133,161,184],"proposed":[136,160,199],"formulation,":[138],"all":[139],"leading":[140],"Linear":[142],"Programming":[143],"problems,":[144],"varying":[146],"degrees":[147],"tractability":[149],"conservativeness.":[151],"provide":[153],"an":[154],"extensive":[155],"empirical":[156],"validation":[157],"prevalent":[163],"applications,":[164],"namely,":[165],"electricity":[166],"price,":[167],"load,":[168],"wind":[169],"production,":[170,173],"solar":[172],"forecasting,":[174],"further":[177],"compare":[178],"well-established":[180],"benchmark":[181],"dealing":[186],"i.e.,":[190],"imputation":[191],"retraining.":[193],"Our":[194],"results":[195],"demonstrate":[196],"optimization":[201],"outperforms":[203],"imputation-based":[204],"exhibits":[207],"similar":[208],"performance":[209],"while":[216],"also":[217],"maintaining":[218],"computational":[219],"practicality.":[220],"To":[221],"best":[223],"our":[225],"knowledge,":[226],"first":[230],"introduces":[233],"into":[238]},"counts_by_year":[{"year":2023,"cited_by_count":4}],"updated_date":"2025-11-06T03:46:38.306776","created_date":"2025-10-10T00:00:00"}