{"id":"https://openalex.org/W3114823065","doi":"https://doi.org/10.1109/tsg.2020.3047863","title":"Capturing Spatio-Temporal Dependencies in the Probabilistic Forecasting of Distribution Locational Marginal Prices","display_name":"Capturing Spatio-Temporal Dependencies in the Probabilistic Forecasting of Distribution Locational Marginal Prices","publication_year":2020,"publication_date":"2020-12-29","ids":{"openalex":"https://openalex.org/W3114823065","doi":"https://doi.org/10.1109/tsg.2020.3047863","mag":"3114823065"},"language":"en","primary_location":{"id":"doi:10.1109/tsg.2020.3047863","is_oa":false,"landing_page_url":"https://doi.org/10.1109/tsg.2020.3047863","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://orbi.umons.ac.be/bitstream/20.500.12907/24749/1/09310216.pdf","any_repository_has_fulltext":true},"authorships":[{"author_position":"first","author":{"id":"https://openalex.org/A5037525387","display_name":"Jean\u2010Fran\u00e7ois Toubeau","orcid":"https://orcid.org/0000-0001-9853-2694"},"institutions":[{"id":"https://openalex.org/I130929987","display_name":"University of Mons","ror":"https://ror.org/02qnnz951","country_code":"BE","type":"education","lineage":["https://openalex.org/I130929987"]},{"id":"https://openalex.org/I17653759","display_name":"Fund for Scientific Research","ror":"https://ror.org/03q83t159","country_code":"BE","type":"nonprofit","lineage":["https://openalex.org/I17653759"]}],"countries":["BE"],"is_corresponding":false,"raw_author_name":"Jean-Francois Toubeau","raw_affiliation_strings":["National Fund of Scientific Research, Electrical Power Engineering Unit, University of Mons, Mons, Belgium"],"raw_orcid":"https://orcid.org/0000-0001-9853-2694","affiliations":[{"raw_affiliation_string":"National Fund of Scientific Research, Electrical Power Engineering Unit, University of Mons, Mons, Belgium","institution_ids":["https://openalex.org/I130929987","https://openalex.org/I17653759"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5000042067","display_name":"Thomas Morstyn","orcid":"https://orcid.org/0000-0003-2781-9588"},"institutions":[{"id":"https://openalex.org/I98677209","display_name":"University of Edinburgh","ror":"https://ror.org/01nrxwf90","country_code":"GB","type":"education","lineage":["https://openalex.org/I98677209"]}],"countries":["GB"],"is_corresponding":false,"raw_author_name":"Thomas Morstyn","raw_affiliation_strings":["School of Engineering, University of Edinburgh, Edinburgh, U.K"],"raw_orcid":"https://orcid.org/0000-0003-2781-9588","affiliations":[{"raw_affiliation_string":"School of Engineering, University of Edinburgh, Edinburgh, U.K","institution_ids":["https://openalex.org/I98677209"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5081740772","display_name":"J\u00e9r\u00e9mie Bottieau","orcid":"https://orcid.org/0000-0003-1268-5142"},"institutions":[{"id":"https://openalex.org/I130929987","display_name":"University of Mons","ror":"https://ror.org/02qnnz951","country_code":"BE","type":"education","lineage":["https://openalex.org/I130929987"]}],"countries":["BE"],"is_corresponding":false,"raw_author_name":"Jeremie Bottieau","raw_affiliation_strings":["Electrical Power Engineering Unit, University of Mons, Mons, Belgium"],"raw_orcid":"https://orcid.org/0000-0003-1268-5142","affiliations":[{"raw_affiliation_string":"Electrical Power Engineering Unit, University of Mons, Mons, Belgium","institution_ids":["https://openalex.org/I130929987"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5025279275","display_name":"Kedi Zheng","orcid":"https://orcid.org/0000-0001-5407-2892"},"institutions":[{"id":"https://openalex.org/I99065089","display_name":"Tsinghua University","ror":"https://ror.org/03cve4549","country_code":"CN","type":"education","lineage":["https://openalex.org/I99065089"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Kedi Zheng","raw_affiliation_strings":["State Key Laboratory of Power Systems, Tsinghua University, Beijing, China"],"raw_orcid":"https://orcid.org/0000-0001-5407-2892","affiliations":[{"raw_affiliation_string":"State Key Laboratory of Power Systems, Tsinghua University, Beijing, China","institution_ids":["https://openalex.org/I99065089"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5070455162","display_name":"Dimitra Apostolopoulou","orcid":"https://orcid.org/0000-0002-9012-9910"},"institutions":[{"id":"https://openalex.org/I180825142","display_name":"City, University of London","ror":"https://ror.org/04489at23","country_code":"GB","type":"education","lineage":["https://openalex.org/I124357947","https://openalex.org/I180825142"]}],"countries":["GB"],"is_corresponding":false,"raw_author_name":"Dimitra Apostolopoulou","raw_affiliation_strings":["City, University of London, London, U.K"],"raw_orcid":"https://orcid.org/0000-0002-9012-9910","affiliations":[{"raw_affiliation_string":"City, University of London, London, U.K","institution_ids":["https://openalex.org/I180825142"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5074672368","display_name":"Zacharie De Gr\u00e8ve","orcid":"https://orcid.org/0000-0002-1167-7178"},"institutions":[{"id":"https://openalex.org/I130929987","display_name":"University of Mons","ror":"https://ror.org/02qnnz951","country_code":"BE","type":"education","lineage":["https://openalex.org/I130929987"]}],"countries":["BE"],"is_corresponding":false,"raw_author_name":"Zacharie De Greve","raw_affiliation_strings":["Electrical Power Engineering Unit, University of Mons, Mons, Belgium"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Electrical Power Engineering Unit, University of Mons, Mons, Belgium","institution_ids":["https://openalex.org/I130929987"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5100764495","display_name":"Yi Wang","orcid":"https://orcid.org/0000-0003-1143-0666"},"institutions":[{"id":"https://openalex.org/I35440088","display_name":"ETH Zurich","ror":"https://ror.org/05a28rw58","country_code":"CH","type":"education","lineage":["https://openalex.org/I2799323385","https://openalex.org/I35440088"]}],"countries":["CH"],"is_corresponding":false,"raw_author_name":"Yi Wang","raw_affiliation_strings":["Power Systems Laboratory, ETH Z\u00fcrich, Z\u00fcrich, Switzerland"],"raw_orcid":"https://orcid.org/0000-0003-1143-0666","affiliations":[{"raw_affiliation_string":"Power Systems Laboratory, ETH Z\u00fcrich, Z\u00fcrich, Switzerland","institution_ids":["https://openalex.org/I35440088"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5048669676","display_name":"Fran\u00e7ois Vall\u00e9e","orcid":"https://orcid.org/0000-0002-2409-2128"},"institutions":[{"id":"https://openalex.org/I130929987","display_name":"University of Mons","ror":"https://ror.org/02qnnz951","country_code":"BE","type":"education","lineage":["https://openalex.org/I130929987"]}],"countries":["BE"],"is_corresponding":false,"raw_author_name":"Francois Vallee","raw_affiliation_strings":["Electrical Power Engineering Unit, University of Mons, Mons, Belgium"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Electrical Power Engineering Unit, University of Mons, Mons, Belgium","institution_ids":["https://openalex.org/I130929987"]}]}],"institutions":[],"countries_distinct_count":4,"institutions_distinct_count":6,"corresponding_author_ids":[],"corresponding_institution_ids":[],"apc_list":null,"apc_paid":null,"fwci":1.9519,"has_fulltext":true,"cited_by_count":34,"citation_normalized_percentile":{"value":0.86548693,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":91,"max":99},"biblio":{"volume":"12","issue":"3","first_page":"2663","last_page":"2674"},"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/T11276","display_name":"Solar Radiation and Photovoltaics","score":0.9965000152587891,"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"}},{"id":"https://openalex.org/T10688","display_name":"Image and Signal Denoising Methods","score":0.9886999726295471,"subfield":{"id":"https://openalex.org/subfields/1707","display_name":"Computer Vision and Pattern Recognition"},"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/probabilistic-logic","display_name":"Probabilistic logic","score":0.7120681405067444},{"id":"https://openalex.org/keywords/scalability","display_name":"Scalability","score":0.671017050743103},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.6702532172203064},{"id":"https://openalex.org/keywords/generalization","display_name":"Generalization","score":0.6063122749328613},{"id":"https://openalex.org/keywords/grid","display_name":"Grid","score":0.5979642271995544},{"id":"https://openalex.org/keywords/curse-of-dimensionality","display_name":"Curse of dimensionality","score":0.5256674885749817},{"id":"https://openalex.org/keywords/representation","display_name":"Representation (politics)","score":0.5148283839225769},{"id":"https://openalex.org/keywords/probabilistic-forecasting","display_name":"Probabilistic forecasting","score":0.49535953998565674},{"id":"https://openalex.org/keywords/component","display_name":"Component (thermodynamics)","score":0.45171406865119934},{"id":"https://openalex.org/keywords/key","display_name":"Key (lock)","score":0.44270142912864685},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.40590977668762207},{"id":"https://openalex.org/keywords/machine-learning","display_name":"Machine learning","score":0.39406388998031616},{"id":"https://openalex.org/keywords/data-mining","display_name":"Data mining","score":0.38074007630348206},{"id":"https://openalex.org/keywords/mathematics","display_name":"Mathematics","score":0.10751619935035706}],"concepts":[{"id":"https://openalex.org/C49937458","wikidata":"https://www.wikidata.org/wiki/Q2599292","display_name":"Probabilistic logic","level":2,"score":0.7120681405067444},{"id":"https://openalex.org/C48044578","wikidata":"https://www.wikidata.org/wiki/Q727490","display_name":"Scalability","level":2,"score":0.671017050743103},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.6702532172203064},{"id":"https://openalex.org/C177148314","wikidata":"https://www.wikidata.org/wiki/Q170084","display_name":"Generalization","level":2,"score":0.6063122749328613},{"id":"https://openalex.org/C187691185","wikidata":"https://www.wikidata.org/wiki/Q2020720","display_name":"Grid","level":2,"score":0.5979642271995544},{"id":"https://openalex.org/C111030470","wikidata":"https://www.wikidata.org/wiki/Q1430460","display_name":"Curse of dimensionality","level":2,"score":0.5256674885749817},{"id":"https://openalex.org/C2776359362","wikidata":"https://www.wikidata.org/wiki/Q2145286","display_name":"Representation (politics)","level":3,"score":0.5148283839225769},{"id":"https://openalex.org/C122282355","wikidata":"https://www.wikidata.org/wiki/Q7246855","display_name":"Probabilistic forecasting","level":3,"score":0.49535953998565674},{"id":"https://openalex.org/C168167062","wikidata":"https://www.wikidata.org/wiki/Q1117970","display_name":"Component (thermodynamics)","level":2,"score":0.45171406865119934},{"id":"https://openalex.org/C26517878","wikidata":"https://www.wikidata.org/wiki/Q228039","display_name":"Key (lock)","level":2,"score":0.44270142912864685},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.40590977668762207},{"id":"https://openalex.org/C119857082","wikidata":"https://www.wikidata.org/wiki/Q2539","display_name":"Machine learning","level":1,"score":0.39406388998031616},{"id":"https://openalex.org/C124101348","wikidata":"https://www.wikidata.org/wiki/Q172491","display_name":"Data mining","level":1,"score":0.38074007630348206},{"id":"https://openalex.org/C33923547","wikidata":"https://www.wikidata.org/wiki/Q395","display_name":"Mathematics","level":0,"score":0.10751619935035706},{"id":"https://openalex.org/C121332964","wikidata":"https://www.wikidata.org/wiki/Q413","display_name":"Physics","level":0,"score":0.0},{"id":"https://openalex.org/C2524010","wikidata":"https://www.wikidata.org/wiki/Q8087","display_name":"Geometry","level":1,"score":0.0},{"id":"https://openalex.org/C38652104","wikidata":"https://www.wikidata.org/wiki/Q3510521","display_name":"Computer security","level":1,"score":0.0},{"id":"https://openalex.org/C94625758","wikidata":"https://www.wikidata.org/wiki/Q7163","display_name":"Politics","level":2,"score":0.0},{"id":"https://openalex.org/C199539241","wikidata":"https://www.wikidata.org/wiki/Q7748","display_name":"Law","level":1,"score":0.0},{"id":"https://openalex.org/C17744445","wikidata":"https://www.wikidata.org/wiki/Q36442","display_name":"Political science","level":0,"score":0.0},{"id":"https://openalex.org/C134306372","wikidata":"https://www.wikidata.org/wiki/Q7754","display_name":"Mathematical analysis","level":1,"score":0.0},{"id":"https://openalex.org/C97355855","wikidata":"https://www.wikidata.org/wiki/Q11473","display_name":"Thermodynamics","level":1,"score":0.0},{"id":"https://openalex.org/C77088390","wikidata":"https://www.wikidata.org/wiki/Q8513","display_name":"Database","level":1,"score":0.0}],"mesh":[],"locations_count":6,"locations":[{"id":"doi:10.1109/tsg.2020.3047863","is_oa":false,"landing_page_url":"https://doi.org/10.1109/tsg.2020.3047863","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:openaccess.city.ac.uk:25564","is_oa":false,"landing_page_url":"https://openaccess.city.ac.uk/view/creators_id/dimitra=2Eapostolopoulou.html>","pdf_url":null,"source":{"id":"https://openalex.org/S4306401940","display_name":"City Research Online (City University London)","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I180825142","host_organization_name":"City, University of London","host_organization_lineage":["https://openalex.org/I180825142"],"host_organization_lineage_names":[],"type":"repository"},"license":null,"license_id":null,"version":"acceptedVersion","is_accepted":true,"is_published":false,"raw_source_name":null,"raw_type":"Article"},{"id":"pmh:oai:orbi.umons.ac.be:20.500.12907/24749","is_oa":true,"landing_page_url":"https://orbi.umons.ac.be/handle/20.500.12907/24749","pdf_url":"https://orbi.umons.ac.be/bitstream/20.500.12907/24749/1/09310216.pdf","source":{"id":"https://openalex.org/S7407055454","display_name":"ORBi UMONS","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 Smart Grid, 12 (3), 2663-2674 (2021-04-26)","raw_type":"http://purl.org/coar/resource_type/c_6501"},{"id":"pmh:oai:pure.ed.ac.uk:publications/f9fe053e-056c-4c9d-bf41-3ffda05b90c1","is_oa":true,"landing_page_url":"https://ieeexplore.ieee.org/document/9310216/","pdf_url":"https://www.pure.ed.ac.uk/ws/files/213760356/FINAL_VERSION_TSG.pdf","source":null,"license":null,"license_id":null,"version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"","raw_type":""},{"id":"pmh:oai:pure.ed.ac.uk:publications/f9fe053e-056c-4c9d-bf41-3ffda05b90c1","is_oa":true,"landing_page_url":"https://www.research.ed.ac.uk/en/publications/f9fe053e-056c-4c9d-bf41-3ffda05b90c1","pdf_url":"https://www.research.ed.ac.uk/files/213760356/FINAL_VERSION_TSG.pdf","source":{"id":"https://openalex.org/S4306400321","display_name":"Edinburgh Research Explorer (University of Edinburgh)","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I98677209","host_organization_name":"University of Edinburgh","host_organization_lineage":["https://openalex.org/I98677209"],"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":"Toubeau, J, Morstyn, T, Bottieau, J, Zheng, K, Apostolopoulou, D, De Greve, Z, Wang, Y & Vall\u00e9e, F 2020, 'Capturing Spatio-Temporal Dependencies in the Probabilistic Forecasting of Distribution Locational Marginal Prices', IEEE Transactions on Smart Grid, vol. 12, no. 3, pp. 2663 - 2674. https://doi.org/10.1109/TSG.2020.3047863","raw_type":"info:eu-repo/semantics/article"},{"id":"pmh:oai:ora.ox.ac.uk:uuid:8394163a-20ec-4441-a247-9961151a012c","is_oa":false,"landing_page_url":null,"pdf_url":null,"source":{"id":"https://openalex.org/S4306402636","display_name":"Oxford University Research Archive (ORA) (University of Oxford)","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I40120149","host_organization_name":"University of Oxford","host_organization_lineage":["https://openalex.org/I40120149"],"host_organization_lineage_names":[],"type":"repository"},"license":null,"license_id":null,"version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"Symplectic Elements","raw_type":"http://purl.org/coar/resource_type/c_dcae04bc"}],"best_oa_location":{"id":"pmh:oai:orbi.umons.ac.be:20.500.12907/24749","is_oa":true,"landing_page_url":"https://orbi.umons.ac.be/handle/20.500.12907/24749","pdf_url":"https://orbi.umons.ac.be/bitstream/20.500.12907/24749/1/09310216.pdf","source":{"id":"https://openalex.org/S7407055454","display_name":"ORBi UMONS","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 Smart Grid, 12 (3), 2663-2674 (2021-04-26)","raw_type":"http://purl.org/coar/resource_type/c_6501"},"sustainable_development_goals":[],"awards":[],"funders":[],"has_content":{"grobid_xml":true,"pdf":true},"content_urls":{"pdf":"https://content.openalex.org/works/W3114823065.pdf","grobid_xml":"https://content.openalex.org/works/W3114823065.grobid-xml"},"referenced_works_count":49,"referenced_works":["https://openalex.org/W1479638403","https://openalex.org/W1485009520","https://openalex.org/W1989182416","https://openalex.org/W1991414280","https://openalex.org/W2064675550","https://openalex.org/W2067932258","https://openalex.org/W2079735306","https://openalex.org/W2131426807","https://openalex.org/W2143612262","https://openalex.org/W2147347517","https://openalex.org/W2296521892","https://openalex.org/W2313187266","https://openalex.org/W2322769727","https://openalex.org/W2339636646","https://openalex.org/W2570991997","https://openalex.org/W2590139027","https://openalex.org/W2590634308","https://openalex.org/W2738930091","https://openalex.org/W2740700484","https://openalex.org/W2742500819","https://openalex.org/W2750304600","https://openalex.org/W2762869206","https://openalex.org/W2764018574","https://openalex.org/W2766898170","https://openalex.org/W2773625660","https://openalex.org/W2777217393","https://openalex.org/W2784210199","https://openalex.org/W2799827709","https://openalex.org/W2807252330","https://openalex.org/W2808269182","https://openalex.org/W2883178012","https://openalex.org/W2890330768","https://openalex.org/W2890772395","https://openalex.org/W2899494475","https://openalex.org/W2922281988","https://openalex.org/W2953049129","https://openalex.org/W2953233651","https://openalex.org/W2964045761","https://openalex.org/W2965206442","https://openalex.org/W2971126087","https://openalex.org/W2973001045","https://openalex.org/W2977671807","https://openalex.org/W2996813408","https://openalex.org/W2998188743","https://openalex.org/W3014567942","https://openalex.org/W3047397673","https://openalex.org/W3103757879","https://openalex.org/W4241653265","https://openalex.org/W6741853729"],"related_works":["https://openalex.org/W2909436466","https://openalex.org/W2769304616","https://openalex.org/W2561944894","https://openalex.org/W3188413760","https://openalex.org/W2963188571","https://openalex.org/W2008291043","https://openalex.org/W2373467473","https://openalex.org/W2791458617","https://openalex.org/W3121565704","https://openalex.org/W2987052531"],"abstract_inverted_index":{"This":[0,85],"article":[1],"presents":[2],"a":[3,22,32,59,74,79,110,151,161,165],"new":[4,96,111,132],"spatio-temporal":[5],"framework":[6],"for":[7,50,95,183],"the":[8,39,83,88,118,122,131,139,178],"day-ahead":[9],"probabilistic":[10],"forecasting":[11,94],"of":[12,82,104,109,115,138],"Distribution":[13],"Locational":[14],"Marginal":[15],"Prices":[16],"(DLMPs).":[17],"The":[18,141],"approach":[19,142],"relies":[20],"on":[21,150,160],"recurrent":[23],"neural":[24],"network,":[25],"whose":[26],"architecture":[27],"is":[28,62,143,164,181],"enriched":[29],"by":[30,73,78],"introducing":[31],"deep":[33],"bidirectional":[34],"variant":[35],"designed":[36],"to":[37,48,64,91,129,168],"capture":[38],"complex":[40],"time":[41],"dynamics":[42],"in":[43,102,173],"multi-step":[44],"forecasts.":[45],"In":[46],"order":[47],"account":[49],"nodal":[51,68],"price":[52],"differentiation":[53],"(arising":[54],"from":[55,126],"grid":[56],"constraints)":[57],"within":[58],"procedure":[60],"that":[61,158,177],"scalable":[63],"large":[65],"distribution":[66],"systems,":[67],"DLMPs":[69],"are":[70],"predicted":[71],"individually":[72],"single":[75],"model":[76,163],"guided":[77],"generic":[80],"representation":[81],"grid.":[84],"strategy":[86],"offers":[87],"additional":[89],"benefit":[90],"enable":[92],"cold-start":[93],"nodes":[97,128],"with":[98,146],"no":[99],"history.":[100],"Indeed,":[101],"case":[103],"topological":[105],"changes,":[106],"e.g.,":[107],"building":[108],"home":[112],"or":[113],"installation":[114],"photovoltaic":[116],"panels,":[117],"forecaster":[119],"intrinsically":[120],"leverages":[121],"statistical":[123],"information":[124],"learned":[125],"neighbouring":[127],"predict":[130],"DLMP,":[133],"without":[134],"needing":[135],"any":[136],"modification":[137],"tool.":[140],"evaluated,":[144],"along":[145],"several":[147],"other":[148],"methods,":[149],"radial":[152],"low":[153],"voltage":[154],"network.":[155],"Outcomes":[156],"highlight":[157],"relying":[159],"compact":[162],"key":[166],"component":[167],"boost":[169],"its":[170],"generalization":[171],"capabilities":[172],"high-dimensionality,":[174],"while":[175],"indicating":[176],"proposed":[179],"tool":[180],"effective":[182],"both":[184],"temporal":[185],"and":[186],"spatial":[187],"learning.":[188]},"counts_by_year":[{"year":2026,"cited_by_count":2},{"year":2025,"cited_by_count":1},{"year":2024,"cited_by_count":7},{"year":2023,"cited_by_count":5},{"year":2022,"cited_by_count":7},{"year":2021,"cited_by_count":12}],"updated_date":"2026-08-18T07:49:30.821534","created_date":"2025-10-10T00:00:00"}