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[{"key": "dc.contributor.advisor", "value": "Taipalus, Toni", "language": "", "element": "contributor", "qualifier": "advisor", "schema": "dc"}, {"key": "dc.contributor.author", "value": "Mattsson, Erik", "language": "", "element": "contributor", "qualifier": "author", "schema": "dc"}, {"key": "dc.date.accessioned", "value": "2023-05-11T05:49:11Z", "language": null, "element": "date", "qualifier": "accessioned", "schema": "dc"}, {"key": "dc.date.available", "value": "2023-05-11T05:49:11Z", "language": null, "element": "date", "qualifier": "available", "schema": "dc"}, {"key": "dc.date.issued", "value": "2023", "language": "", "element": "date", "qualifier": "issued", "schema": "dc"}, {"key": "dc.identifier.uri", "value": "https://jyx.jyu.fi/handle/123456789/86892", "language": null, "element": "identifier", "qualifier": "uri", "schema": "dc"}, {"key": "dc.description.abstract", "value": "Maailmantilanteen muuttumisen seurauksena mediassa on ollut puhetta energiakriisist\u00e4 sek\u00e4 ymp\u00e4rist\u00f6kriisin ehk\u00e4isemisest\u00e4. Data-analytiikalla voidaan l\u00f6yt\u00e4\u00e4 ratkaisuja n\u00e4ihin ongelmiin energiankulutuksen optimoinnin kautta. T\u00e4ss\u00e4 tutkielmassa tarkastellaan data-analytiikan hy\u00f6dynt\u00e4mist\u00e4 energiankulutuksen optimoinnissa \u00e4lykk\u00e4iss\u00e4 ymp\u00e4rist\u00f6iss\u00e4. Tutkielman tavoitteena on kertoa, miten data-analytiikkaa hy\u00f6dynnet\u00e4\u00e4n energiankulutuksen optimoinnissa \u00e4lykk\u00e4iss\u00e4 ymp\u00e4rist\u00f6iss\u00e4. Aihetta analysoidaan kolmesta eri n\u00e4k\u00f6kulmasta, jotka ovat energiankulutuksen, energiakustannusten sek\u00e4 ymp\u00e4rist\u00f6kuorman v\u00e4hent\u00e4minen. Tutkielman aihe on erityisen ajankohtainen ja t\u00e4rke\u00e4, sill\u00e4 tekohetkell\u00e4 energiamarkkinoilla vallitsee ep\u00e4varmuus ja kasvihuonep\u00e4\u00e4st\u00f6j\u00e4 on v\u00e4hennett\u00e4v\u00e4. Tutkimuksessa selvi\u00e4\u00e4, ett\u00e4 data-analytiikkaa hy\u00f6dynnet\u00e4\u00e4n monin tavoin energiankulutuksen optimoinnissa. Esimerkiksi energiankulutusta voidaan v\u00e4hent\u00e4\u00e4 huomattavasti dataan pohjautuvalla laitteiden ohjauksella, energiakustannuksia puolestaan siirt\u00e4m\u00e4ll\u00e4 kulutus pois kalliin energian tunneilta ja ymp\u00e4rist\u00f6kuormaa taas optimoimalla datan pohjalta uusiutuvien luonnonvarojen maksimaalista hy\u00f6dynt\u00e4mist\u00e4. Lis\u00e4ksi dataan perustuvilla ratkaisuilla saadaan nostettua k\u00e4ytt\u00e4jien mukavuustasoa monissa erilaisissa ymp\u00e4rist\u00f6iss\u00e4. T\u00e4m\u00e4 tutkielma tarjoaa hyv\u00e4n yleisk\u00e4sityksen data-analytiikasta energiankulutuksen optimoinnissa niin aiheesta kiinnostuneelle, kuin my\u00f6s yrityksille, jotka ovat kiinnostuneita energiakustannusten v\u00e4hent\u00e4misest\u00e4 omassa ty\u00f6ymp\u00e4rist\u00f6ss\u00e4\u00e4n.", "language": "fi", "element": "description", "qualifier": "abstract", "schema": "dc"}, {"key": "dc.description.provenance", "value": "Submitted by Paivi Vuorio (paelvuor@jyu.fi) on 2023-05-11T05:49:11Z\nNo. of bitstreams: 0", "language": "en", "element": "description", "qualifier": "provenance", "schema": "dc"}, {"key": "dc.description.provenance", "value": "Made available in DSpace on 2023-05-11T05:49:11Z (GMT). No. of bitstreams: 0\n Previous issue date: 2023", "language": "en", "element": "description", "qualifier": "provenance", "schema": "dc"}, {"key": "dc.format.extent", "value": "34", "language": "", "element": "format", "qualifier": "extent", "schema": "dc"}, {"key": "dc.language.iso", "value": "fin", "language": null, "element": "language", "qualifier": "iso", "schema": "dc"}, {"key": "dc.rights", "value": "In Copyright", "language": "en", "element": "rights", "qualifier": null, "schema": "dc"}, {"key": "dc.subject.other", "value": "data-analytiikka", "language": "", "element": "subject", "qualifier": "other", "schema": "dc"}, {"key": "dc.subject.other", "value": "energiankulutuksen optimointi", "language": "", "element": "subject", "qualifier": "other", "schema": "dc"}, {"key": "dc.subject.other", "value": "\u00e4lykk\u00e4\u00e4t ymp\u00e4rist\u00f6t", "language": "", "element": "subject", "qualifier": "other", "schema": "dc"}, {"key": "dc.title", "value": "Data-analytiikka energiankulutuksen optimoinnissa \u00e4lykk\u00e4iss\u00e4 ymp\u00e4rist\u00f6iss\u00e4", "language": "", "element": "title", "qualifier": null, "schema": "dc"}, {"key": "dc.type", "value": "bachelor thesis", "language": null, "element": "type", "qualifier": null, "schema": "dc"}, {"key": "dc.identifier.urn", "value": "URN:NBN:fi:jyu-202305112971", "language": "", "element": "identifier", "qualifier": "urn", "schema": "dc"}, {"key": "dc.type.ontasot", "value": "Bachelor's thesis", "language": "en", "element": "type", "qualifier": "ontasot", "schema": "dc"}, {"key": "dc.type.ontasot", "value": "Kandidaatinty\u00f6", "language": "fi", "element": "type", "qualifier": "ontasot", "schema": "dc"}, {"key": "dc.contributor.faculty", "value": "Informaatioteknologian tiedekunta", "language": "fi", "element": "contributor", "qualifier": "faculty", "schema": "dc"}, {"key": "dc.contributor.faculty", "value": "Faculty of Information Technology", "language": "en", "element": "contributor", "qualifier": "faculty", "schema": "dc"}, {"key": "dc.contributor.department", "value": "Informaatioteknologia", "language": "fi", "element": "contributor", "qualifier": "department", "schema": "dc"}, {"key": "dc.contributor.department", "value": "Information Technology", "language": "en", "element": "contributor", "qualifier": "department", "schema": "dc"}, {"key": "dc.contributor.organization", "value": "Jyv\u00e4skyl\u00e4n yliopisto", "language": "fi", "element": "contributor", "qualifier": "organization", "schema": "dc"}, {"key": "dc.contributor.organization", "value": "University of Jyv\u00e4skyl\u00e4", "language": "en", "element": "contributor", "qualifier": "organization", "schema": "dc"}, {"key": "dc.subject.discipline", "value": "Tietoj\u00e4rjestelm\u00e4tiede", "language": "fi", "element": "subject", "qualifier": "discipline", "schema": "dc"}, {"key": "dc.subject.discipline", "value": "Information Systems Science", "language": "en", "element": "subject", "qualifier": "discipline", "schema": "dc"}, {"key": "yvv.contractresearch.funding", "value": "0", "language": "", "element": "contractresearch", "qualifier": "funding", "schema": "yvv"}, {"key": "dc.type.coar", "value": "http://purl.org/coar/resource_type/c_7a1f", "language": null, "element": "type", "qualifier": "coar", "schema": "dc"}, {"key": "dc.rights.accesslevel", "value": "openAccess", "language": null, "element": "rights", "qualifier": "accesslevel", "schema": "dc"}, {"key": "dc.type.publication", "value": "bachelorThesis", "language": null, "element": "type", "qualifier": "publication", "schema": "dc"}, {"key": "dc.subject.oppiainekoodi", "value": "601", "language": "", "element": "subject", "qualifier": "oppiainekoodi", "schema": "dc"}, {"key": "dc.subject.yso", "value": "esineiden internet", "language": null, "element": "subject", "qualifier": "yso", "schema": "dc"}, {"key": "dc.subject.yso", "value": "energiankulutus (energiateknologia)", "language": null, "element": "subject", "qualifier": "yso", "schema": "dc"}, {"key": "dc.subject.yso", "value": "data", "language": null, "element": "subject", "qualifier": "yso", "schema": "dc"}, {"key": "dc.subject.yso", "value": "optimointi", "language": null, "element": "subject", "qualifier": "yso", "schema": "dc"}, {"key": "dc.subject.yso", "value": "ymp\u00e4rist\u00f6", "language": null, "element": "subject", "qualifier": "yso", "schema": "dc"}, {"key": "dc.subject.yso", "value": "energiatehokkuus", "language": null, "element": "subject", "qualifier": "yso", "schema": "dc"}, {"key": "dc.subject.yso", "value": "teko\u00e4ly", "language": null, "element": "subject", "qualifier": "yso", "schema": "dc"}, {"key": "dc.rights.url", "value": "https://rightsstatements.org/page/InC/1.0/", "language": null, "element": "rights", "qualifier": "url", "schema": "dc"}]
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