{"id":"https://openalex.org/W3113264736","doi":"https://doi.org/10.1109/access.2020.3044307","title":"From Load to Net Energy Forecasting: Short-Term Residential Forecasting for the Blend of Load and PV Behind the Meter","display_name":"From Load to Net Energy Forecasting: Short-Term Residential Forecasting for the Blend of Load and PV Behind the Meter","publication_year":2020,"publication_date":"2020-01-01","ids":{"openalex":"https://openalex.org/W3113264736","doi":"https://doi.org/10.1109/access.2020.3044307","mag":"3113264736"},"language":"en","primary_location":{"id":"doi:10.1109/access.2020.3044307","is_oa":true,"landing_page_url":"https://doi.org/10.1109/access.2020.3044307","pdf_url":"https://ieeexplore.ieee.org/ielx7/6287639/6514899/09292948.pdf","source":{"id":"https://openalex.org/S2485537415","display_name":"IEEE Access","issn_l":"2169-3536","issn":["2169-3536"],"is_oa":true,"is_in_doaj":true,"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":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"IEEE Access","raw_type":"journal-article"},"type":"article","indexed_in":["crossref","doaj"],"open_access":{"is_oa":true,"oa_status":"gold","oa_url":"https://ieeexplore.ieee.org/ielx7/6287639/6514899/09292948.pdf","any_repository_has_fulltext":true},"authorships":[{"author_position":"first","author":{"id":"https://openalex.org/A5058537779","display_name":"Seyed\u2010Ehsan Razavi","orcid":"https://orcid.org/0000-0003-1984-5858"},"institutions":[{"id":"https://openalex.org/I1292875679","display_name":"Commonwealth Scientific and Industrial Research Organisation","ror":"https://ror.org/03qn8fb07","country_code":"AU","type":"government","lineage":["https://openalex.org/I1292875679","https://openalex.org/I2801453606","https://openalex.org/I4387156119"]},{"id":"https://openalex.org/I176790772","display_name":"Murdoch University","ror":"https://ror.org/00r4sry34","country_code":"AU","type":"education","lineage":["https://openalex.org/I176790772"]},{"id":"https://openalex.org/I42894916","display_name":"Data61","ror":"https://ror.org/03q397159","country_code":"AU","type":"other","lineage":["https://openalex.org/I1292875679","https://openalex.org/I2801453606","https://openalex.org/I42894916","https://openalex.org/I4387156119"]}],"countries":["AU"],"is_corresponding":true,"raw_author_name":"S. Ehsan Razavi","raw_affiliation_strings":["Data61 (NICTA), CSIRO, Eveleigh, NSW, Australia","Discipline of Engineering and Energy, Murdoch University, Perth, WA, Australia"],"raw_orcid":"https://orcid.org/0000-0003-1984-5858","affiliations":[{"raw_affiliation_string":"Data61 (NICTA), CSIRO, Eveleigh, NSW, Australia","institution_ids":["https://openalex.org/I42894916","https://openalex.org/I1292875679"]},{"raw_affiliation_string":"Discipline of Engineering and Energy, Murdoch University, Perth, WA, Australia","institution_ids":["https://openalex.org/I176790772"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5034600653","display_name":"Ali Arefi","orcid":"https://orcid.org/0000-0001-9642-7639"},"institutions":[{"id":"https://openalex.org/I176790772","display_name":"Murdoch University","ror":"https://ror.org/00r4sry34","country_code":"AU","type":"education","lineage":["https://openalex.org/I176790772"]}],"countries":["AU"],"is_corresponding":false,"raw_author_name":"Ali Arefi","raw_affiliation_strings":["Discipline of Engineering and Energy, Murdoch University, Perth, WA, Australia"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Discipline of Engineering and Energy, Murdoch University, Perth, WA, Australia","institution_ids":["https://openalex.org/I176790772"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5041389182","display_name":"Gerard Ledwich","orcid":"https://orcid.org/0000-0001-7474-0309"},"institutions":[{"id":"https://openalex.org/I160993911","display_name":"Queensland University of Technology","ror":"https://ror.org/03pnv4752","country_code":"AU","type":"education","lineage":["https://openalex.org/I160993911"]}],"countries":["AU"],"is_corresponding":false,"raw_author_name":"Gerard Ledwich","raw_affiliation_strings":["School of Electrical Engineering and Robotics, Queensland University of Technology, Brisbane, QLD, Australia"],"raw_orcid":"https://orcid.org/0000-0001-7474-0309","affiliations":[{"raw_affiliation_string":"School of Electrical Engineering and Robotics, Queensland University of Technology, Brisbane, QLD, Australia","institution_ids":["https://openalex.org/I160993911"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5022722624","display_name":"Ghavameddin Nourbakhsh","orcid":"https://orcid.org/0000-0001-9679-7306"},"institutions":[{"id":"https://openalex.org/I160993911","display_name":"Queensland University of Technology","ror":"https://ror.org/03pnv4752","country_code":"AU","type":"education","lineage":["https://openalex.org/I160993911"]}],"countries":["AU"],"is_corresponding":false,"raw_author_name":"Ghavameddin Nourbakhsh","raw_affiliation_strings":["School of Electrical Engineering and Robotics, Queensland University of Technology, Brisbane, QLD, Australia"],"raw_orcid":"https://orcid.org/0000-0001-9679-7306","affiliations":[{"raw_affiliation_string":"School of Electrical Engineering and Robotics, Queensland University of Technology, Brisbane, QLD, Australia","institution_ids":["https://openalex.org/I160993911"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5029898785","display_name":"David B. Smith","orcid":"https://orcid.org/0000-0002-8552-1301"},"institutions":[{"id":"https://openalex.org/I118347636","display_name":"Australian National University","ror":"https://ror.org/019wvm592","country_code":"AU","type":"education","lineage":["https://openalex.org/I118347636"]},{"id":"https://openalex.org/I1292875679","display_name":"Commonwealth Scientific and Industrial Research Organisation","ror":"https://ror.org/03qn8fb07","country_code":"AU","type":"government","lineage":["https://openalex.org/I1292875679","https://openalex.org/I2801453606","https://openalex.org/I4387156119"]},{"id":"https://openalex.org/I42894916","display_name":"Data61","ror":"https://ror.org/03q397159","country_code":"AU","type":"other","lineage":["https://openalex.org/I1292875679","https://openalex.org/I2801453606","https://openalex.org/I42894916","https://openalex.org/I4387156119"]}],"countries":["AU"],"is_corresponding":false,"raw_author_name":"David B. Smith","raw_affiliation_strings":["College of Engineering and Computer Science (CECS), The Australian National University (ANU), Canberra, ACT, Australia","Data61 (NICTA), CSIRO, Eveleigh, NSW, Australia"],"raw_orcid":"https://orcid.org/0000-0002-8552-1301","affiliations":[{"raw_affiliation_string":"College of Engineering and Computer Science (CECS), The Australian National University (ANU), Canberra, ACT, Australia","institution_ids":["https://openalex.org/I118347636"]},{"raw_affiliation_string":"Data61 (NICTA), CSIRO, Eveleigh, NSW, Australia","institution_ids":["https://openalex.org/I42894916","https://openalex.org/I1292875679"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5016579023","display_name":"Manickam Minakshi","orcid":"https://orcid.org/0000-0001-6558-8317"},"institutions":[{"id":"https://openalex.org/I176790772","display_name":"Murdoch University","ror":"https://ror.org/00r4sry34","country_code":"AU","type":"education","lineage":["https://openalex.org/I176790772"]}],"countries":["AU"],"is_corresponding":false,"raw_author_name":"Manickam Minakshi","raw_affiliation_strings":["Discipline of Engineering and Energy, Murdoch University, Perth, WA, Australia"],"raw_orcid":"https://orcid.org/0000-0001-6558-8317","affiliations":[{"raw_affiliation_string":"Discipline of Engineering and Energy, Murdoch University, Perth, WA, Australia","institution_ids":["https://openalex.org/I176790772"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":6,"corresponding_author_ids":["https://openalex.org/A5058537779"],"corresponding_institution_ids":["https://openalex.org/I1292875679","https://openalex.org/I176790772","https://openalex.org/I42894916"],"apc_list":{"value":1850,"currency":"USD","value_usd":1850},"apc_paid":{"value":1850,"currency":"USD","value_usd":1850},"fwci":6.0338,"has_fulltext":true,"cited_by_count":91,"citation_normalized_percentile":{"value":0.97102093,"is_in_top_1_percent":false,"is_in_top_10_percent":true},"cited_by_percentile_year":{"min":99,"max":100},"biblio":{"volume":"8","issue":null,"first_page":"224343","last_page":"224353"},"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":0.9988999962806702,"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/T10603","display_name":"Smart Grid Energy Management","score":0.9940999746322632,"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/smart-meter","display_name":"Smart meter","score":0.7409814596176147},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.7033970355987549},{"id":"https://openalex.org/keywords/photovoltaic-system","display_name":"Photovoltaic system","score":0.6717227697372437},{"id":"https://openalex.org/keywords/aggregate","display_name":"Aggregate (composite)","score":0.583748459815979},{"id":"https://openalex.org/keywords/granularity","display_name":"Granularity","score":0.5828855037689209},{"id":"https://openalex.org/keywords/term","display_name":"Term (time)","score":0.48327070474624634},{"id":"https://openalex.org/keywords/artificial-neural-network","display_name":"Artificial neural network","score":0.4783996343612671},{"id":"https://openalex.org/keywords/energy","display_name":"Energy (signal processing)","score":0.47344040870666504},{"id":"https://openalex.org/keywords/econometrics","display_name":"Econometrics","score":0.3421846032142639},{"id":"https://openalex.org/keywords/real-time-computing","display_name":"Real-time computing","score":0.327401340007782},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.252826452255249},{"id":"https://openalex.org/keywords/smart-grid","display_name":"Smart grid","score":0.22337606549263},{"id":"https://openalex.org/keywords/statistics","display_name":"Statistics","score":0.15716248750686646},{"id":"https://openalex.org/keywords/engineering","display_name":"Engineering","score":0.12773826718330383},{"id":"https://openalex.org/keywords/economics","display_name":"Economics","score":0.08154308795928955}],"concepts":[{"id":"https://openalex.org/C2779510800","wikidata":"https://www.wikidata.org/wiki/Q1630602","display_name":"Smart meter","level":3,"score":0.7409814596176147},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.7033970355987549},{"id":"https://openalex.org/C41291067","wikidata":"https://www.wikidata.org/wiki/Q1897785","display_name":"Photovoltaic system","level":2,"score":0.6717227697372437},{"id":"https://openalex.org/C4679612","wikidata":"https://www.wikidata.org/wiki/Q866298","display_name":"Aggregate (composite)","level":2,"score":0.583748459815979},{"id":"https://openalex.org/C177774035","wikidata":"https://www.wikidata.org/wiki/Q1246948","display_name":"Granularity","level":2,"score":0.5828855037689209},{"id":"https://openalex.org/C61797465","wikidata":"https://www.wikidata.org/wiki/Q1188986","display_name":"Term (time)","level":2,"score":0.48327070474624634},{"id":"https://openalex.org/C50644808","wikidata":"https://www.wikidata.org/wiki/Q192776","display_name":"Artificial neural network","level":2,"score":0.4783996343612671},{"id":"https://openalex.org/C186370098","wikidata":"https://www.wikidata.org/wiki/Q442787","display_name":"Energy (signal processing)","level":2,"score":0.47344040870666504},{"id":"https://openalex.org/C149782125","wikidata":"https://www.wikidata.org/wiki/Q160039","display_name":"Econometrics","level":1,"score":0.3421846032142639},{"id":"https://openalex.org/C79403827","wikidata":"https://www.wikidata.org/wiki/Q3988","display_name":"Real-time computing","level":1,"score":0.327401340007782},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.252826452255249},{"id":"https://openalex.org/C10558101","wikidata":"https://www.wikidata.org/wiki/Q689855","display_name":"Smart grid","level":2,"score":0.22337606549263},{"id":"https://openalex.org/C105795698","wikidata":"https://www.wikidata.org/wiki/Q12483","display_name":"Statistics","level":1,"score":0.15716248750686646},{"id":"https://openalex.org/C127413603","wikidata":"https://www.wikidata.org/wiki/Q11023","display_name":"Engineering","level":0,"score":0.12773826718330383},{"id":"https://openalex.org/C162324750","wikidata":"https://www.wikidata.org/wiki/Q8134","display_name":"Economics","level":0,"score":0.08154308795928955},{"id":"https://openalex.org/C192562407","wikidata":"https://www.wikidata.org/wiki/Q228736","display_name":"Materials science","level":0,"score":0.0},{"id":"https://openalex.org/C119599485","wikidata":"https://www.wikidata.org/wiki/Q43035","display_name":"Electrical engineering","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},{"id":"https://openalex.org/C111919701","wikidata":"https://www.wikidata.org/wiki/Q9135","display_name":"Operating system","level":1,"score":0.0},{"id":"https://openalex.org/C33923547","wikidata":"https://www.wikidata.org/wiki/Q395","display_name":"Mathematics","level":0,"score":0.0},{"id":"https://openalex.org/C159985019","wikidata":"https://www.wikidata.org/wiki/Q181790","display_name":"Composite material","level":1,"score":0.0},{"id":"https://openalex.org/C62520636","wikidata":"https://www.wikidata.org/wiki/Q944","display_name":"Quantum mechanics","level":1,"score":0.0}],"mesh":[],"locations_count":5,"locations":[{"id":"doi:10.1109/access.2020.3044307","is_oa":true,"landing_page_url":"https://doi.org/10.1109/access.2020.3044307","pdf_url":"https://ieeexplore.ieee.org/ielx7/6287639/6514899/09292948.pdf","source":{"id":"https://openalex.org/S2485537415","display_name":"IEEE Access","issn_l":"2169-3536","issn":["2169-3536"],"is_oa":true,"is_in_doaj":true,"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":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"IEEE Access","raw_type":"journal-article"},{"id":"pmh:oai:openresearch-repository.anu.edu.au:1885/311350","is_oa":true,"landing_page_url":"http://hdl.handle.net/1885/311350","pdf_url":"https://openresearch-repository.anu.edu.au/bitstreams/827bc11e-08ad-4df3-a035-03e8aa4fcad9/download","source":{"id":"https://openalex.org/S4306402539","display_name":"ANU Open Research (Australian National University)","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I118347636","host_organization_name":"Australian National University","host_organization_lineage":["https://openalex.org/I118347636"],"host_organization_lineage_names":[],"type":"repository"},"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"IEEE Access","raw_type":"Journal article"},{"id":"pmh:oai:researchrepository.murdoch.edu.au:59210","is_oa":false,"landing_page_url":"https://researchrepository.murdoch.edu.au/id/eprint/59210/","pdf_url":null,"source":{"id":"https://openalex.org/S4306400274","display_name":"Murdoch Research Repository (Murdoch University)","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I176790772","host_organization_name":"Murdoch University","host_organization_lineage":["https://openalex.org/I176790772"],"host_organization_lineage_names":[],"type":"repository"},"license":null,"license_id":null,"version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"  Razavi, S.E., Arefi, A. <https://researchrepository.murdoch.edu.au/view/author/Arefi, Ali.html>ORCID: 0000-0001-9642-7639 <http://orcid.org/0000-0001-9642-7639>, Ledwich, G., Nourbakhsh, G., Smith, D.B. and Minakshi, M. <https://researchrepository.murdoch.edu.au/view/author/Minakshi, Manickam.html>ORCID: 0000-0001-6558-8317 <http://orcid.org/0000-0001-6558-8317>   (2020)  From load to net energy forecasting: Short-term residential forecasting for the blend of load and PV behind the meter.     IEEE Access, 8 .   pp. 224343-224353.  ","raw_type":"Journal Article"},{"id":"pmh:oai:doaj.org/article:86c60939fba248e6bc52d6f65a2b254a","is_oa":true,"landing_page_url":"https://doaj.org/article/86c60939fba248e6bc52d6f65a2b254a","pdf_url":null,"source":{"id":"https://openalex.org/S112646816","display_name":"SHILAP Revista de lepidopterolog\u00eda","issn_l":"0300-5267","issn":["0300-5267","2340-4078"],"is_oa":true,"is_in_doaj":true,"is_core":false,"host_organization":null,"host_organization_name":null,"host_organization_lineage":[],"host_organization_lineage_names":[],"type":"journal"},"license":"cc-by-sa","license_id":"https://openalex.org/licenses/cc-by-sa","version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"IEEE Access, Vol 8, Pp 224343-224353 (2020)","raw_type":"article"},{"id":"pmh:oai:eprints.qut.edu.au:230403","is_oa":true,"landing_page_url":null,"pdf_url":null,"source":{"id":"https://openalex.org/S4306402607","display_name":"QUT ePrints (Queensland University of Technology)","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I160993911","host_organization_name":"Queensland University of Technology","host_organization_lineage":["https://openalex.org/I160993911"],"host_organization_lineage_names":[],"type":"repository"},"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"IEEE Access","raw_type":"Contribution to Journal"}],"best_oa_location":{"id":"doi:10.1109/access.2020.3044307","is_oa":true,"landing_page_url":"https://doi.org/10.1109/access.2020.3044307","pdf_url":"https://ieeexplore.ieee.org/ielx7/6287639/6514899/09292948.pdf","source":{"id":"https://openalex.org/S2485537415","display_name":"IEEE Access","issn_l":"2169-3536","issn":["2169-3536"],"is_oa":true,"is_in_doaj":true,"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":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"IEEE Access","raw_type":"journal-article"},"sustainable_development_goals":[{"id":"https://metadata.un.org/sdg/7","score":0.7400000095367432,"display_name":"Affordable and clean energy"}],"awards":[],"funders":[{"id":"https://openalex.org/F4320320386","display_name":"Commonwealth Scientific and Industrial Research Organisation","ror":"https://ror.org/03qn8fb07"},{"id":"https://openalex.org/F4320320989","display_name":"Murdoch University","ror":"https://ror.org/00r4sry34"}],"has_content":{"pdf":true,"grobid_xml":true},"content_urls":{"pdf":"https://content.openalex.org/works/W3113264736.pdf","grobid_xml":"https://content.openalex.org/works/W3113264736.grobid-xml"},"referenced_works_count":33,"referenced_works":["https://openalex.org/W79427069","https://openalex.org/W1522301498","https://openalex.org/W1689711448","https://openalex.org/W1976442394","https://openalex.org/W2036224037","https://openalex.org/W2054032642","https://openalex.org/W2064856266","https://openalex.org/W2133720763","https://openalex.org/W2220560459","https://openalex.org/W2275088575","https://openalex.org/W2296521892","https://openalex.org/W2297152540","https://openalex.org/W2313169588","https://openalex.org/W2319518324","https://openalex.org/W2515122183","https://openalex.org/W2564960719","https://openalex.org/W2601171548","https://openalex.org/W2754252319","https://openalex.org/W2964121744","https://openalex.org/W2972397192","https://openalex.org/W2975984032","https://openalex.org/W2980470747","https://openalex.org/W2982637766","https://openalex.org/W2984347565","https://openalex.org/W2984569175","https://openalex.org/W2997861936","https://openalex.org/W2998310744","https://openalex.org/W3011349791","https://openalex.org/W3021022039","https://openalex.org/W3023201615","https://openalex.org/W3091843677","https://openalex.org/W6603182422","https://openalex.org/W6631190155"],"related_works":["https://openalex.org/W2931688134","https://openalex.org/W2377919138","https://openalex.org/W2378857091","https://openalex.org/W103652678","https://openalex.org/W4226090359","https://openalex.org/W2059697060","https://openalex.org/W936373746","https://openalex.org/W2975817033","https://openalex.org/W4256502920","https://openalex.org/W4382701072"],"abstract_inverted_index":{"As":[0],"distribution":[1],"networks":[2],"worldwide":[3],"are":[4],"experiencing":[5],"the":[6,16,21,32,46,57,117,127,145,151,158,161,171,183,190,222],"adoption":[7],"of":[8,23,34,45,120,130,147,160,163],"residential":[9],"solar":[10],"photovoltaic":[11],"(PV)":[12],"more":[13,103,216],"than":[14],"ever,":[15],"need":[17],"for":[18,56,106,231],"transiting":[19],"from":[20],"concept":[22],"load":[24,37,52,138],"forecasting":[25,134,155,175,208],"to":[26,61,137,198,218],"net":[27,132,173],"energy":[28,99,111,133,174],"forecasting,":[29,53,139],"i.e.":[30],"predicting":[31],"blend":[33],"PV":[35,148],"and":[36,68,140,178,243],"as":[38,196,206],"a":[39,73,80,207],"whole,":[40],"is":[41,135,142,176,180,204,215,229,237],"pressing.":[42],"While":[43],"most":[44],"existing":[47],"literature":[48],"has":[49],"focused":[50],"on":[51,86,170,239],"this":[54,62,125],"paper,":[55],"first":[58],"time,":[59],"contributes":[60],"transition":[63],"at":[64,221],"both":[65],"single":[66,223],"household":[67,98,224],"low":[69],"aggregate":[70,110,232],"levels":[71],"through":[72],"comprehensive":[74],"study.":[75],"The":[76,210,234],"paper":[77],"also":[78],"proposes":[79],"multi-input":[81],"single-output":[82],"(MISO)":[83],"model":[84],"based":[85],"an":[87],"efficient":[88,230],"long":[89],"short-term":[90,131],"memory":[91],"(LSTM)":[92],"neural":[93],"network,":[94],"by":[95],"which":[96],"different":[97],"profiles":[100],"help":[101],"provide":[102],"accurate":[104],"forecasts":[105],"other":[107],"households":[108],"or":[109],"profile.":[112],"This":[113],"technique,":[114],"indeed,":[115],"considers":[116],"spatial":[118],"dependencies":[119],"households'":[121],"profile":[122],"indirectly.":[123],"Through":[124],"study,":[126],"underlying":[128],"problem":[129],"compared":[136],"it":[141,179],"shown":[143],"how":[144],"inclusion":[146],"generation":[149],"behind":[150],"meter":[152,168],"could":[153],"deteriorate":[154],"accuracy.":[156],"Moreover,":[157],"impact":[159],"level":[162],"granularity":[164],"associated":[165],"with":[166],"smart":[167],"data":[169,186],"aggregated":[172],"discussed,":[177],"revealed":[181],"that":[182],"higher":[184],"resolution":[185],"can":[187],"potentially":[188],"alleviate":[189],"accuracy":[191],"lost.":[192],"Furthermore,":[193],"online":[194,213],"LSTM,":[195,203],"opposed":[197],"proposed":[199,235],"batch":[200],"learning":[201],"MISO":[202,227],"used":[205],"tool.":[209],"results":[211],"show":[212],"LSTM":[214,228],"resilient":[217],"sudden":[219],"changes":[220],"level,":[225],"while":[226],"level.":[233],"framework":[236],"conducted":[238],"two":[240],"real":[241],"Ausgrid":[242],"Solar":[244],"Analytics":[245],"case":[246],"studies":[247],"in":[248],"Australia.":[249]},"counts_by_year":[{"year":2026,"cited_by_count":3},{"year":2025,"cited_by_count":13},{"year":2024,"cited_by_count":17},{"year":2023,"cited_by_count":30},{"year":2022,"cited_by_count":17},{"year":2021,"cited_by_count":11}],"updated_date":"2025-11-06T03:46:38.306776","created_date":"2025-10-10T00:00:00"}