Poikkeavien energiankulutusten havaitseminen rakennustyypeittäin

Rakennukset kuluttavat merkittävän määrän energiaa koko maailman energiankulutuksesta. Rakennusten energiankulutusten poikkeamien tunnistaminen on merkittävä haaste ja askel eteenpäin ilmastonmuutoksen ja kestävän kehityksen suhteen. Tässä tutkielmassa luotiin menetelmä havaita poikkeamia rakennuste...

Täydet tiedot

Bibliografiset tiedot
Päätekijä: Hyvärinen, Joe
Muut tekijät: Informaatioteknologian tiedekunta, Faculty of Information Technology, Informaatioteknologia, Information Technology, Jyväskylän yliopisto, University of Jyväskylä
Aineistotyyppi: Pro gradu
Kieli:fin
Julkaistu: 2023
Aiheet:
Linkit: https://jyx.jyu.fi/handle/123456789/88753
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author Hyvärinen, Joe
author2 Informaatioteknologian tiedekunta Faculty of Information Technology Informaatioteknologia Information Technology Jyväskylän yliopisto University of Jyväskylä
author_facet Hyvärinen, Joe Informaatioteknologian tiedekunta Faculty of Information Technology Informaatioteknologia Information Technology Jyväskylän yliopisto University of Jyväskylä Hyvärinen, Joe Informaatioteknologian tiedekunta Faculty of Information Technology Informaatioteknologia Information Technology Jyväskylän yliopisto University of Jyväskylä
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description Rakennukset kuluttavat merkittävän määrän energiaa koko maailman energiankulutuksesta. Rakennusten energiankulutusten poikkeamien tunnistaminen on merkittävä haaste ja askel eteenpäin ilmastonmuutoksen ja kestävän kehityksen suhteen. Tässä tutkielmassa luotiin menetelmä havaita poikkeamia rakennusten energiankulutukissa rakennustyypeittäin. Tutkielmassa kartoitettiin myös erilaisia teknologioita, jotka soveltuvat tällaisen kokonaisuuden kehittämiseen Buildings consume a significant amount of energy from the entire world’s energy consumption. Identifying anomalies in energy consumption in buildings is a significant challenge and a step forward in terms of climate change and sustainable development. In this thesis, a method was created to detect anomalies in the energy consumption of buildings by building type. The thesis also surveyed various technologies that are suitable for developing such solution.
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spellingShingle Hyvärinen, Joe Poikkeavien energiankulutusten havaitseminen rakennustyypeittäin poikkeamien havainnointi azure Tietotekniikka Mathematical Information Technology 602 aikasarjat koneoppiminen energiankulutus (energiateknologia) rakennukset tekoäly
title Poikkeavien energiankulutusten havaitseminen rakennustyypeittäin
title_full Poikkeavien energiankulutusten havaitseminen rakennustyypeittäin
title_fullStr Poikkeavien energiankulutusten havaitseminen rakennustyypeittäin Poikkeavien energiankulutusten havaitseminen rakennustyypeittäin
title_full_unstemmed Poikkeavien energiankulutusten havaitseminen rakennustyypeittäin Poikkeavien energiankulutusten havaitseminen rakennustyypeittäin
title_short Poikkeavien energiankulutusten havaitseminen rakennustyypeittäin
title_sort poikkeavien energiankulutusten havaitseminen rakennustyypeittäin
title_txtP Poikkeavien energiankulutusten havaitseminen rakennustyypeittäin
topic poikkeamien havainnointi azure Tietotekniikka Mathematical Information Technology 602 aikasarjat koneoppiminen energiankulutus (energiateknologia) rakennukset tekoäly
topic_facet 602 Mathematical Information Technology Tietotekniikka aikasarjat azure energiankulutus (energiateknologia) koneoppiminen poikkeamien havainnointi rakennukset tekoäly
url https://jyx.jyu.fi/handle/123456789/88753 http://www.urn.fi/URN:NBN:fi:jyu-202308294791
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