{"id":"https://openalex.org/W3189818038","doi":"https://doi.org/10.1109/islped52811.2021.9502504","title":"Online Solar Energy Prediction for Energy-Harvesting Internet of Things Devices","display_name":"Online Solar Energy Prediction for Energy-Harvesting Internet of Things Devices","publication_year":2021,"publication_date":"2021-07-26","ids":{"openalex":"https://openalex.org/W3189818038","doi":"https://doi.org/10.1109/islped52811.2021.9502504","mag":"3189818038"},"language":"en","primary_location":{"id":"doi:10.1109/islped52811.2021.9502504","is_oa":false,"landing_page_url":"https://doi.org/10.1109/islped52811.2021.9502504","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2021 IEEE/ACM International Symposium on Low Power Electronics and Design (ISLPED)","raw_type":"proceedings-article"},"type":"article","indexed_in":["crossref"],"open_access":{"is_oa":false,"oa_status":"closed","oa_url":null,"any_repository_has_fulltext":false},"authorships":[{"author_position":"first","author":{"id":"https://openalex.org/A5047579642","display_name":"Nuzhat Yamin","orcid":"https://orcid.org/0000-0002-4453-152X"},"institutions":[{"id":"https://openalex.org/I72951846","display_name":"Washington State University","ror":"https://ror.org/05dk0ce17","country_code":"US","type":"education","lineage":["https://openalex.org/I72951846"]}],"countries":["US"],"is_corresponding":true,"raw_author_name":"Nuzhat Yamin","raw_affiliation_strings":["School of Electrical Engineering and Computer Science, Washington State University, Pullman, WA"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"School of Electrical Engineering and Computer Science, Washington State University, Pullman, WA","institution_ids":["https://openalex.org/I72951846"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5007488061","display_name":"Ganapati Bhat","orcid":"https://orcid.org/0000-0003-1085-2189"},"institutions":[{"id":"https://openalex.org/I72951846","display_name":"Washington State University","ror":"https://ror.org/05dk0ce17","country_code":"US","type":"education","lineage":["https://openalex.org/I72951846"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Ganapati Bhat","raw_affiliation_strings":["School of Electrical Engineering and Computer Science, Washington State University, Pullman, WA"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"School of Electrical Engineering and Computer Science, Washington State University, Pullman, WA","institution_ids":["https://openalex.org/I72951846"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":2,"corresponding_author_ids":["https://openalex.org/A5047579642"],"corresponding_institution_ids":["https://openalex.org/I72951846"],"apc_list":null,"apc_paid":null,"fwci":1.7287,"has_fulltext":false,"cited_by_count":25,"citation_normalized_percentile":{"value":0.84477998,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":97,"max":99},"biblio":{"volume":null,"issue":null,"first_page":"1","last_page":"6"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T11392","display_name":"Energy Harvesting in Wireless Networks","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/T11392","display_name":"Energy Harvesting in Wireless Networks","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/T11230","display_name":"Innovative Energy Harvesting Technologies","score":0.9975000023841858,"subfield":{"id":"https://openalex.org/subfields/2210","display_name":"Mechanical Engineering"},"field":{"id":"https://openalex.org/fields/22","display_name":"Engineering"},"domain":{"id":"https://openalex.org/domains/3","display_name":"Physical Sciences"}},{"id":"https://openalex.org/T10603","display_name":"Smart Grid Energy Management","score":0.9969000220298767,"subfield":{"id":"https://openalex.org/subfields/2208","display_name":"Electrical and Electronic Engineering"},"field":{"id":"https://openalex.org/fields/22","display_name":"Engineering"},"domain":{"id":"https://openalex.org/domains/3","display_name":"Physical Sciences"}}],"keywords":[{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.7067540884017944},{"id":"https://openalex.org/keywords/energy","display_name":"Energy (signal processing)","score":0.6580838561058044},{"id":"https://openalex.org/keywords/energy-harvesting","display_name":"Energy harvesting","score":0.6557382941246033},{"id":"https://openalex.org/keywords/renewable-energy","display_name":"Renewable energy","score":0.6472475528717041},{"id":"https://openalex.org/keywords/energy-management","display_name":"Energy management","score":0.5498072504997253},{"id":"https://openalex.org/keywords/solar-energy","display_name":"Solar energy","score":0.4620252549648285},{"id":"https://openalex.org/keywords/available-energy","display_name":"Available energy","score":0.43421271443367004},{"id":"https://openalex.org/keywords/baseline","display_name":"Baseline (sea)","score":0.4320605993270874},{"id":"https://openalex.org/keywords/the-internet","display_name":"The Internet","score":0.4245932400226593},{"id":"https://openalex.org/keywords/real-time-computing","display_name":"Real-time computing","score":0.39706477522850037},{"id":"https://openalex.org/keywords/simulation","display_name":"Simulation","score":0.37827470898628235},{"id":"https://openalex.org/keywords/electrical-engineering","display_name":"Electrical engineering","score":0.21084043383598328},{"id":"https://openalex.org/keywords/engineering","display_name":"Engineering","score":0.15815770626068115},{"id":"https://openalex.org/keywords/world-wide-web","display_name":"World Wide Web","score":0.09809735417366028}],"concepts":[{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.7067540884017944},{"id":"https://openalex.org/C186370098","wikidata":"https://www.wikidata.org/wiki/Q442787","display_name":"Energy (signal processing)","level":2,"score":0.6580838561058044},{"id":"https://openalex.org/C101518730","wikidata":"https://www.wikidata.org/wiki/Q930236","display_name":"Energy harvesting","level":3,"score":0.6557382941246033},{"id":"https://openalex.org/C188573790","wikidata":"https://www.wikidata.org/wiki/Q12705","display_name":"Renewable energy","level":2,"score":0.6472475528717041},{"id":"https://openalex.org/C7817414","wikidata":"https://www.wikidata.org/wiki/Q1779504","display_name":"Energy management","level":3,"score":0.5498072504997253},{"id":"https://openalex.org/C541104983","wikidata":"https://www.wikidata.org/wiki/Q40015","display_name":"Solar energy","level":2,"score":0.4620252549648285},{"id":"https://openalex.org/C35380695","wikidata":"https://www.wikidata.org/wiki/Q4827434","display_name":"Available energy","level":3,"score":0.43421271443367004},{"id":"https://openalex.org/C12725497","wikidata":"https://www.wikidata.org/wiki/Q810247","display_name":"Baseline (sea)","level":2,"score":0.4320605993270874},{"id":"https://openalex.org/C110875604","wikidata":"https://www.wikidata.org/wiki/Q75","display_name":"The Internet","level":2,"score":0.4245932400226593},{"id":"https://openalex.org/C79403827","wikidata":"https://www.wikidata.org/wiki/Q3988","display_name":"Real-time computing","level":1,"score":0.39706477522850037},{"id":"https://openalex.org/C44154836","wikidata":"https://www.wikidata.org/wiki/Q45045","display_name":"Simulation","level":1,"score":0.37827470898628235},{"id":"https://openalex.org/C119599485","wikidata":"https://www.wikidata.org/wiki/Q43035","display_name":"Electrical engineering","level":1,"score":0.21084043383598328},{"id":"https://openalex.org/C127413603","wikidata":"https://www.wikidata.org/wiki/Q11023","display_name":"Engineering","level":0,"score":0.15815770626068115},{"id":"https://openalex.org/C136764020","wikidata":"https://www.wikidata.org/wiki/Q466","display_name":"World Wide Web","level":1,"score":0.09809735417366028},{"id":"https://openalex.org/C111368507","wikidata":"https://www.wikidata.org/wiki/Q43518","display_name":"Oceanography","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/C105795698","wikidata":"https://www.wikidata.org/wiki/Q12483","display_name":"Statistics","level":1,"score":0.0},{"id":"https://openalex.org/C127313418","wikidata":"https://www.wikidata.org/wiki/Q1069","display_name":"Geology","level":0,"score":0.0}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1109/islped52811.2021.9502504","is_oa":false,"landing_page_url":"https://doi.org/10.1109/islped52811.2021.9502504","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2021 IEEE/ACM International Symposium on Low Power Electronics and Design (ISLPED)","raw_type":"proceedings-article"}],"best_oa_location":null,"sustainable_development_goals":[{"id":"https://metadata.un.org/sdg/2","display_name":"Zero hunger","score":0.4399999976158142}],"awards":[],"funders":[{"id":"https://openalex.org/F4320309913","display_name":"Washington State University","ror":"https://ror.org/05dk0ce17"}],"has_content":{"pdf":false,"grobid_xml":false},"content_urls":null,"referenced_works_count":21,"referenced_works":["https://openalex.org/W1970463904","https://openalex.org/W1991781995","https://openalex.org/W2001308229","https://openalex.org/W2005280675","https://openalex.org/W2048091247","https://openalex.org/W2089487480","https://openalex.org/W2105103777","https://openalex.org/W2163900315","https://openalex.org/W2343290709","https://openalex.org/W2508041822","https://openalex.org/W2566860816","https://openalex.org/W2587696068","https://openalex.org/W2605165679","https://openalex.org/W2774907644","https://openalex.org/W2980092400","https://openalex.org/W3012365855","https://openalex.org/W3047924662","https://openalex.org/W3087706811","https://openalex.org/W3127427670","https://openalex.org/W4255645355","https://openalex.org/W6736163905"],"related_works":["https://openalex.org/W2075222937","https://openalex.org/W2602614832","https://openalex.org/W2586825819","https://openalex.org/W2806215647","https://openalex.org/W2808727896","https://openalex.org/W2809640332","https://openalex.org/W2764343546","https://openalex.org/W2123022663","https://openalex.org/W3195294046","https://openalex.org/W2941471833"],"abstract_inverted_index":{"Low-power":[0],"internet":[1],"of":[2,23,52,75,94,118,162],"things":[3],"devices":[4,25],"have":[5],"the":[6,20,50,76,80,92,95,130,138,147,155,181,200],"potential":[7],"to":[8,48,62,114,128,132,190],"transform":[9],"multiple":[10],"fields":[11],"including":[12],"healthcare,":[13],"environmental":[14],"monitoring,":[15],"and":[16,111,134,165,172,194],"digital":[17],"agriculture.":[18],"However,":[19],"operating":[21],"life":[22],"these":[24,53],"is":[26,67,72],"severely":[27],"constrained":[28],"by":[29],"their":[30],"small":[31],"batteries":[32],"that":[33,64,107,154,179],"require":[34],"frequent":[35],"recharging.":[36],"Harvesting":[37],"energy":[38,57,66,71,77,84,120,144,186],"from":[39,146],"ambient":[40,70],"sources":[41],"has":[42,158],"emerged":[43],"as":[44],"an":[45,185],"effective":[46],"approach":[47,157,183],"prolong":[49],"lifetime":[51],"devices.":[54],"The":[55],"harvested":[56,139],"must":[58],"be":[59],"carefully":[60],"managed":[61],"ensure":[63],"sufficient":[65],"available":[68,78,96],"when":[69],"scarce.":[73],"Prediction":[74],"in":[79,87,137,168,184],"future":[81,119],"can":[82],"aid":[83],"management":[85,187],"algorithms":[86],"making":[88],"better":[89],"decisions":[90],"about":[91],"allocation":[93],"energy.":[97,140],"This":[98],"paper":[99],"proposes":[100],"a":[101],"novel":[102],"hierarchical":[103],"machine":[104],"learning":[105,127],"model":[106,131],"considers":[108],"recent":[109],"history":[110],"daily":[112],"variations":[113,136],"make":[115],"accurate":[116],"predictions":[117,169],"availability.":[121],"We":[122,176],"also":[123,177],"propose":[124],"using":[125,180],"online":[126],"adapt":[129],"seasonal":[133],"spatial":[135],"Using":[141],"real-world":[142],"solar":[143],"data":[145],"National":[148],"Renewable":[149],"Energy":[150],"Laboratory":[151],"we":[152],"show":[153],"proposed":[156,182],"mean":[159],"absolute":[160],"errors":[161],"1.5":[163],"J":[164,167],"1.1":[166],"under":[170],"same":[171],"different":[173],"locations,":[174],"respectively.":[175],"demonstrate":[178],"algorithm":[188],"leads":[189],"54%":[191],"higher":[192],"utility":[193],"95%":[195],"lower":[196],"battery":[197],"violations":[198],"than":[199],"baseline.":[201]},"counts_by_year":[{"year":2025,"cited_by_count":8},{"year":2024,"cited_by_count":5},{"year":2023,"cited_by_count":8},{"year":2022,"cited_by_count":4}],"updated_date":"2026-05-07T13:39:58.223016","created_date":"2025-10-10T00:00:00"}
