{"id":"https://openalex.org/W3111908288","doi":"https://doi.org/10.1155/2020/5792782","title":"Sizing of a Standalone PV System with Battery Storage for a Dairy: A Case Study from Chile","display_name":"Sizing of a Standalone PV System with Battery Storage for a Dairy: A Case Study from Chile","publication_year":2020,"publication_date":"2020-12-11","ids":{"openalex":"https://openalex.org/W3111908288","doi":"https://doi.org/10.1155/2020/5792782","mag":"3111908288"},"language":"en","primary_location":{"id":"doi:10.1155/2020/5792782","is_oa":true,"landing_page_url":"https://doi.org/10.1155/2020/5792782","pdf_url":"https://downloads.hindawi.com/journals/complexity/2020/5792782.pdf","source":{"id":"https://openalex.org/S207319443","display_name":"Complexity","issn_l":"1076-2787","issn":["1076-2787","1099-0526"],"is_oa":true,"is_in_doaj":true,"is_core":true,"host_organization":"https://openalex.org/P4310319869","host_organization_name":"Hindawi Publishing Corporation","host_organization_lineage":["https://openalex.org/P4310319869"],"host_organization_lineage_names":["Hindawi Publishing Corporation"],"type":"journal"},"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Complexity","raw_type":"journal-article"},"type":"article","indexed_in":["crossref","doaj"],"open_access":{"is_oa":true,"oa_status":"gold","oa_url":"https://downloads.hindawi.com/journals/complexity/2020/5792782.pdf","any_repository_has_fulltext":true},"authorships":[{"author_position":"first","author":{"id":"https://openalex.org/A5083218932","display_name":"Pablo Viveros","orcid":"https://orcid.org/0000-0003-3059-1684"},"institutions":[{"id":"https://openalex.org/I75778554","display_name":"Federico Santa Mar\u00eda Technical University","ror":"https://ror.org/05510vn56","country_code":"CL","type":"education","lineage":["https://openalex.org/I75778554"]}],"countries":["CL"],"is_corresponding":true,"raw_author_name":"Pablo Viveros","raw_affiliation_strings":["Department of Industrial Engineering, Universidad T\u00e9cnica Federico Santa Mar\u00eda, Avenida Espa\u00f1a, Valpara\u00edso 1680, Chile"],"affiliations":[{"raw_affiliation_string":"Department of Industrial Engineering, Universidad T\u00e9cnica Federico Santa Mar\u00eda, Avenida Espa\u00f1a, Valpara\u00edso 1680, Chile","institution_ids":["https://openalex.org/I75778554"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5063538603","display_name":"Francisco Wulff","orcid":"https://orcid.org/0000-0002-2127-3062"},"institutions":[{"id":"https://openalex.org/I75778554","display_name":"Federico Santa Mar\u00eda Technical University","ror":"https://ror.org/05510vn56","country_code":"CL","type":"education","lineage":["https://openalex.org/I75778554"]}],"countries":["CL"],"is_corresponding":false,"raw_author_name":"Francisco Wulff","raw_affiliation_strings":["Department of Industrial Engineering, Universidad T\u00e9cnica Federico Santa Mar\u00eda, Avenida Espa\u00f1a, Valpara\u00edso 1680, Chile"],"affiliations":[{"raw_affiliation_string":"Department of Industrial Engineering, Universidad T\u00e9cnica Federico Santa Mar\u00eda, Avenida Espa\u00f1a, Valpara\u00edso 1680, Chile","institution_ids":["https://openalex.org/I75778554"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5080723026","display_name":"Fredy Kristjanpoller","orcid":"https://orcid.org/0000-0001-8970-9371"},"institutions":[{"id":"https://openalex.org/I75778554","display_name":"Federico Santa Mar\u00eda Technical University","ror":"https://ror.org/05510vn56","country_code":"CL","type":"education","lineage":["https://openalex.org/I75778554"]}],"countries":["CL"],"is_corresponding":false,"raw_author_name":"Fredy Kristjanpoller","raw_affiliation_strings":["Department of Industrial Engineering, Universidad T\u00e9cnica Federico Santa Mar\u00eda, Avenida Espa\u00f1a, Valpara\u00edso 1680, Chile"],"affiliations":[{"raw_affiliation_string":"Department of Industrial Engineering, Universidad T\u00e9cnica Federico Santa Mar\u00eda, Avenida Espa\u00f1a, Valpara\u00edso 1680, Chile","institution_ids":["https://openalex.org/I75778554"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5071895078","display_name":"Christopher Nikulin","orcid":"https://orcid.org/0000-0003-4422-7680"},"institutions":[{"id":"https://openalex.org/I75778554","display_name":"Federico Santa Mar\u00eda Technical University","ror":"https://ror.org/05510vn56","country_code":"CL","type":"education","lineage":["https://openalex.org/I75778554"]}],"countries":["CL"],"is_corresponding":false,"raw_author_name":"Christopher Nikulin","raw_affiliation_strings":["Product Design Engineering Department, Universidad T\u00e9cnica Federico Santa Mar\u00eda, Avenida Espa\u00f1a, Valpara\u00edso 1680, Chile"],"affiliations":[{"raw_affiliation_string":"Product Design Engineering Department, Universidad T\u00e9cnica Federico Santa Mar\u00eda, Avenida Espa\u00f1a, Valpara\u00edso 1680, Chile","institution_ids":["https://openalex.org/I75778554"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5006946118","display_name":"Tom\u00e1s Grubessich","orcid":"https://orcid.org/0000-0001-9088-1267"},"institutions":[{"id":"https://openalex.org/I75778554","display_name":"Federico Santa Mar\u00eda Technical University","ror":"https://ror.org/05510vn56","country_code":"CL","type":"education","lineage":["https://openalex.org/I75778554"]}],"countries":["CL"],"is_corresponding":false,"raw_author_name":"Tom\u00e1s Grubessich","raw_affiliation_strings":["Department of Industrial Engineering, Universidad T\u00e9cnica Federico Santa Mar\u00eda, Avenida Espa\u00f1a, Valpara\u00edso 1680, Chile"],"affiliations":[{"raw_affiliation_string":"Department of Industrial Engineering, Universidad T\u00e9cnica Federico Santa Mar\u00eda, Avenida Espa\u00f1a, Valpara\u00edso 1680, Chile","institution_ids":["https://openalex.org/I75778554"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":5,"corresponding_author_ids":["https://openalex.org/A5083218932"],"corresponding_institution_ids":["https://openalex.org/I75778554"],"apc_list":{"value":2300,"currency":"USD","value_usd":2300},"apc_paid":{"value":2300,"currency":"USD","value_usd":2300},"fwci":0.4078,"has_fulltext":true,"cited_by_count":9,"citation_normalized_percentile":{"value":0.71072901,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":90,"max":98},"biblio":{"volume":"2020","issue":null,"first_page":"1","last_page":"17"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T11276","display_name":"Solar Radiation and Photovoltaics","score":0.9997000098228455,"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"}},"topics":[{"id":"https://openalex.org/T11276","display_name":"Solar Radiation and Photovoltaics","score":0.9997000098228455,"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/T11336","display_name":"Energy and Environment Impacts","score":0.9993000030517578,"subfield":{"id":"https://openalex.org/subfields/2310","display_name":"Pollution"},"field":{"id":"https://openalex.org/fields/23","display_name":"Environmental Science"},"domain":{"id":"https://openalex.org/domains/3","display_name":"Physical Sciences"}},{"id":"https://openalex.org/T10468","display_name":"Photovoltaic System Optimization Techniques","score":0.9983999729156494,"subfield":{"id":"https://openalex.org/subfields/2105","display_name":"Renewable Energy, Sustainability and the Environment"},"field":{"id":"https://openalex.org/fields/21","display_name":"Energy"},"domain":{"id":"https://openalex.org/domains/3","display_name":"Physical Sciences"}}],"keywords":[{"id":"https://openalex.org/keywords/sizing","display_name":"Sizing","score":0.7508336901664734},{"id":"https://openalex.org/keywords/battery","display_name":"Battery (electricity)","score":0.5517867207527161},{"id":"https://openalex.org/keywords/photovoltaic-system","display_name":"Photovoltaic system","score":0.5361791253089905},{"id":"https://openalex.org/keywords/reliability-engineering","display_name":"Reliability engineering","score":0.5260381698608398},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.46923142671585083},{"id":"https://openalex.org/keywords/reduction","display_name":"Reduction (mathematics)","score":0.46867308020591736},{"id":"https://openalex.org/keywords/reliability","display_name":"Reliability (semiconductor)","score":0.45583298802375793},{"id":"https://openalex.org/keywords/battery-capacity","display_name":"Battery capacity","score":0.42262449860572815},{"id":"https://openalex.org/keywords/simulation","display_name":"Simulation","score":0.42217984795570374},{"id":"https://openalex.org/keywords/power","display_name":"Power (physics)","score":0.34303411841392517},{"id":"https://openalex.org/keywords/automotive-engineering","display_name":"Automotive engineering","score":0.33162689208984375},{"id":"https://openalex.org/keywords/electrical-engineering","display_name":"Electrical engineering","score":0.32331520318984985},{"id":"https://openalex.org/keywords/mathematics","display_name":"Mathematics","score":0.2799730598926544},{"id":"https://openalex.org/keywords/engineering","display_name":"Engineering","score":0.2588571608066559},{"id":"https://openalex.org/keywords/physics","display_name":"Physics","score":0.10800829529762268}],"concepts":[{"id":"https://openalex.org/C2777767291","wikidata":"https://www.wikidata.org/wiki/Q1080291","display_name":"Sizing","level":2,"score":0.7508336901664734},{"id":"https://openalex.org/C555008776","wikidata":"https://www.wikidata.org/wiki/Q267298","display_name":"Battery (electricity)","level":3,"score":0.5517867207527161},{"id":"https://openalex.org/C41291067","wikidata":"https://www.wikidata.org/wiki/Q1897785","display_name":"Photovoltaic system","level":2,"score":0.5361791253089905},{"id":"https://openalex.org/C200601418","wikidata":"https://www.wikidata.org/wiki/Q2193887","display_name":"Reliability engineering","level":1,"score":0.5260381698608398},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.46923142671585083},{"id":"https://openalex.org/C111335779","wikidata":"https://www.wikidata.org/wiki/Q3454686","display_name":"Reduction (mathematics)","level":2,"score":0.46867308020591736},{"id":"https://openalex.org/C43214815","wikidata":"https://www.wikidata.org/wiki/Q7310987","display_name":"Reliability (semiconductor)","level":3,"score":0.45583298802375793},{"id":"https://openalex.org/C2989104859","wikidata":"https://www.wikidata.org/wiki/Q267298","display_name":"Battery capacity","level":4,"score":0.42262449860572815},{"id":"https://openalex.org/C44154836","wikidata":"https://www.wikidata.org/wiki/Q45045","display_name":"Simulation","level":1,"score":0.42217984795570374},{"id":"https://openalex.org/C163258240","wikidata":"https://www.wikidata.org/wiki/Q25342","display_name":"Power (physics)","level":2,"score":0.34303411841392517},{"id":"https://openalex.org/C171146098","wikidata":"https://www.wikidata.org/wiki/Q124192","display_name":"Automotive engineering","level":1,"score":0.33162689208984375},{"id":"https://openalex.org/C119599485","wikidata":"https://www.wikidata.org/wiki/Q43035","display_name":"Electrical engineering","level":1,"score":0.32331520318984985},{"id":"https://openalex.org/C33923547","wikidata":"https://www.wikidata.org/wiki/Q395","display_name":"Mathematics","level":0,"score":0.2799730598926544},{"id":"https://openalex.org/C127413603","wikidata":"https://www.wikidata.org/wiki/Q11023","display_name":"Engineering","level":0,"score":0.2588571608066559},{"id":"https://openalex.org/C121332964","wikidata":"https://www.wikidata.org/wiki/Q413","display_name":"Physics","level":0,"score":0.10800829529762268},{"id":"https://openalex.org/C153349607","wikidata":"https://www.wikidata.org/wiki/Q36649","display_name":"Visual arts","level":1,"score":0.0},{"id":"https://openalex.org/C142362112","wikidata":"https://www.wikidata.org/wiki/Q735","display_name":"Art","level":0,"score":0.0},{"id":"https://openalex.org/C62520636","wikidata":"https://www.wikidata.org/wiki/Q944","display_name":"Quantum mechanics","level":1,"score":0.0},{"id":"https://openalex.org/C2524010","wikidata":"https://www.wikidata.org/wiki/Q8087","display_name":"Geometry","level":1,"score":0.0}],"mesh":[],"locations_count":3,"locations":[{"id":"doi:10.1155/2020/5792782","is_oa":true,"landing_page_url":"https://doi.org/10.1155/2020/5792782","pdf_url":"https://downloads.hindawi.com/journals/complexity/2020/5792782.pdf","source":{"id":"https://openalex.org/S207319443","display_name":"Complexity","issn_l":"1076-2787","issn":["1076-2787","1099-0526"],"is_oa":true,"is_in_doaj":true,"is_core":true,"host_organization":"https://openalex.org/P4310319869","host_organization_name":"Hindawi Publishing Corporation","host_organization_lineage":["https://openalex.org/P4310319869"],"host_organization_lineage_names":["Hindawi Publishing Corporation"],"type":"journal"},"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Complexity","raw_type":"journal-article"},{"id":"pmh:oai:RePEc:hin:complx:5792782","is_oa":false,"landing_page_url":"http://downloads.hindawi.com/journals/8503/2020/5792782.xml","pdf_url":null,"source":{"id":"https://openalex.org/S4306401271","display_name":"RePEc: Research Papers in Economics","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I77793887","host_organization_name":"Federal Reserve Bank of St. Louis","host_organization_lineage":["https://openalex.org/I77793887"],"host_organization_lineage_names":[],"type":"repository"},"license":null,"license_id":null,"version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":null,"raw_type":"article"},{"id":"pmh:oai:doaj.org/article:c3c069783f514c96b172819db851169b","is_oa":true,"landing_page_url":"https://doaj.org/article/c3c069783f514c96b172819db851169b","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":"Complexity, Vol 2020 (2020)","raw_type":"article"}],"best_oa_location":{"id":"doi:10.1155/2020/5792782","is_oa":true,"landing_page_url":"https://doi.org/10.1155/2020/5792782","pdf_url":"https://downloads.hindawi.com/journals/complexity/2020/5792782.pdf","source":{"id":"https://openalex.org/S207319443","display_name":"Complexity","issn_l":"1076-2787","issn":["1076-2787","1099-0526"],"is_oa":true,"is_in_doaj":true,"is_core":true,"host_organization":"https://openalex.org/P4310319869","host_organization_name":"Hindawi Publishing Corporation","host_organization_lineage":["https://openalex.org/P4310319869"],"host_organization_lineage_names":["Hindawi Publishing Corporation"],"type":"journal"},"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Complexity","raw_type":"journal-article"},"sustainable_development_goals":[{"score":0.8600000143051147,"id":"https://metadata.un.org/sdg/7","display_name":"Affordable and clean energy"}],"awards":[],"funders":[],"has_content":{"pdf":true,"grobid_xml":true},"content_urls":{"pdf":"https://content.openalex.org/works/W3111908288.pdf","grobid_xml":"https://content.openalex.org/works/W3111908288.grobid-xml"},"referenced_works_count":37,"referenced_works":["https://openalex.org/W70845299","https://openalex.org/W1578725448","https://openalex.org/W1623768750","https://openalex.org/W1927750061","https://openalex.org/W1984017165","https://openalex.org/W1993157010","https://openalex.org/W2003162256","https://openalex.org/W2005107454","https://openalex.org/W2015929940","https://openalex.org/W2030087762","https://openalex.org/W2031112846","https://openalex.org/W2035501396","https://openalex.org/W2048458147","https://openalex.org/W2056239924","https://openalex.org/W2057721623","https://openalex.org/W2061522593","https://openalex.org/W2061632729","https://openalex.org/W2064849162","https://openalex.org/W2092669910","https://openalex.org/W2147639597","https://openalex.org/W2186066651","https://openalex.org/W2338227759","https://openalex.org/W2371463238","https://openalex.org/W2492975200","https://openalex.org/W2496552513","https://openalex.org/W2553152989","https://openalex.org/W2567111743","https://openalex.org/W2620797130","https://openalex.org/W2701092023","https://openalex.org/W2768880357","https://openalex.org/W2887603040","https://openalex.org/W2894699312","https://openalex.org/W2980156932","https://openalex.org/W3011221873","https://openalex.org/W3048667109","https://openalex.org/W3165567088","https://openalex.org/W4313034421"],"related_works":["https://openalex.org/W2576322616","https://openalex.org/W2511715133","https://openalex.org/W1974792186","https://openalex.org/W3005157854","https://openalex.org/W4250714193","https://openalex.org/W1764755957","https://openalex.org/W2319247450","https://openalex.org/W2037766334","https://openalex.org/W4286275457","https://openalex.org/W1977616267"],"abstract_inverted_index":{"In":[0],"this":[1],"paper,":[2],"a":[3,8,19,47,127,154],"stochastic":[4,41],"simulation":[5,26,42],"model":[6,43,135],"for":[7,73,203,226],"standalone":[9],"PV":[10,94],"system":[11],"sizing":[12,75],"is":[13,27,44],"replicated":[14],"and":[15,34,56,65,77,110,143,163,177],"extended":[16],"to":[17,90,147,169,215,217],"supply":[18,230],"dairy\u2019s":[20],"power":[21,103,162,229],"demand.":[22],"A":[23],"detailed":[24],"hourly-based":[25],"conducted":[28],"considering":[29,126,172,181],"an":[30,178],"hourly":[31],"load":[32,124],"profile":[33],"global":[35],"solar":[36,53,149,200],"radiation":[37,54,150,201],"prediction":[38],"model.":[39],"The":[40,134],"based":[45],"on":[46],"thorough":[48],"statistical":[49],"analysis":[50],"of":[51,68,70,100,138,157,175,187,198,209,224,238],"the":[52,58,61,66,71,74,78,82,93,97,122,139,185,191,196,204,210,218,222,227,232,236],"data":[55,202],"simulates":[57],"energy":[59,63],"yield,":[60],"excess":[62],"curtailed,":[64],"state":[67],"charge":[69],"batteries":[72],"month":[76],"whole":[79],"year,":[80],"providing":[81],"designer":[83],"autonomy":[84],"factor":[85],"values":[86],"<a:math":[87],"xmlns:a=\"http://www.w3.org/1998/Math/MathML\"":[88],"id=\"M1\"><a:mi>d</a:mi></a:math>":[89],"properly":[91],"size":[92],"system,":[95],"finding":[96],"optimum":[98],"combination":[99],"installed":[101,160],"peak":[102,161],"<c:math":[104],"xmlns:c=\"http://www.w3.org/1998/Math/MathML\"":[105],"id=\"M2\"><c:mfenced":[106],"open=\"(\"":[107,117],"close=\")\"":[108,118],"separators=\"|\"><c:mrow><c:msub><c:mrow><c:mi>P</c:mi></c:mrow><c:mrow><c:mtext>m</c:mtext></c:mrow></c:msub></c:mrow></c:mfenced></c:math>":[109],"battery":[111,164],"storage":[112,165],"capacity":[113,166],"<h:math":[114],"xmlns:h=\"http://www.w3.org/1998/Math/MathML\"":[115],"id=\"M3\"><h:mfenced":[116],"separators=\"|\"><h:mrow><h:msub><h:mrow><h:mi>C</h:mi></h:mrow><h:mrow><h:mtext>L</h:mtext></h:mrow></h:msub></h:mrow></h:mfenced></h:math>":[119],"that":[120],"meets":[121],"application":[123,223],"requirements,":[125],"preset":[128],"reliability":[129],"level":[130],"at":[131],"minimum":[132],"cost.":[133],"makes":[136],"use":[137,237],"NASA\u2019S":[140],"Surface":[141],"Meteorology":[142],"Solar":[144],"Energy":[145],"database":[146],"obtain":[148],"data.":[151],"Results":[152],"show":[153],"substantial":[155],"reduction":[156,180],"44%":[158],"in":[159,206,221,231],"when":[167],"compared":[168],"conventional":[170],"methodologies,":[171],"three":[173],"days":[174],"autonomy,":[176],"85%":[179],"four":[182],"days.":[183],"Considering":[184],"goodness":[186],"fit":[188],"test":[189],"results,":[190],"Wakeby":[192],"distribution":[193],"best":[194],"represents":[195],"behavior":[197],"historical":[199],"site":[205],"almost":[207],"half":[208],"months.":[211],"This":[212],"article":[213],"seeks":[214],"contribute":[216],"literature":[219],"gap":[220],"methodologies":[225],"multicomponent":[228],"dairy":[233],"industry":[234],"through":[235],"renewable":[239],"energy.":[240]},"counts_by_year":[{"year":2025,"cited_by_count":1},{"year":2024,"cited_by_count":5},{"year":2023,"cited_by_count":2},{"year":2022,"cited_by_count":1}],"updated_date":"2026-04-05T17:49:38.594831","created_date":"2025-10-10T00:00:00"}
