Mašīnmācīšanās algoritmu izmantošana mājās automatizācijā

6533b7d8fe1ef96bd1269dc4

RESEARCH PRODUCT

Mašīnmācīšanās algoritmu izmantošana mājās automatizācijā

Oļegs Maksimovičs

subject

Vadībzinātne avotu analīze salīdzinošā analīze mājas automatizācija mašīnmācīšanās praktiskais eksperiments

description

Pašlaik viedierīču tirgus strauji aug, un viedierīču pārvaldībai un kontrolei ir vajadzīgas automatizācijas sistēmas. Automatizācijas sistēmas iegūst un apkopo milzīgu datu daudzumu no ierīcēm un sensoriem, kas tām pievienoti. Liela datu apjoma dēļ šajās sistēmās datu apstrādei ir jāizmanto mašīnmācīšanās algoritmi. Darba mērķis ir izskatīt automatizācijas sistēmu tirgu, izvēlēties vienu no piedāvātajām sistēmām un ierīkot mājas automatizācijas projektu, izmantojot to. Pēc tam analizēt sistēmas datus un izmantojot mašīnmācīšanās algoritmus atrisināt uzdotas problēmas. Rezultātā tika uzstādīta viedās mājas sistēma, un tika veikti trīs uzdevumi – datu analīze, objektu atpazīšana no kameras un modeļa izveidošana, kas pēc noteiktā CO2 līmeņa sasniegšanas paredz balkona durvju atvēršanas stāvokli, kas paredzēts vēdināšanai.

year	journal	country	edition	language
2020-01-01

https://dspace.lu.lv/dspace/handle/7/51830

PEPhysical Sciences and Engineering
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SHSocial Sciences and Humanities
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