Research for appliances and consumer monitoring by leaning the interaction model among temporal dynamics of power consumptions.
| Project/Area Number |
23700169
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| Research Category |
Grant-in-Aid for Young Scientists (B)
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| Allocation Type | Multi-year Fund |
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| Research Field |
Intelligent informatics
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| Research Institution | Kyoto University |
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Principal Investigator |
KATO Takekazu 京都大学, 情報学研究科, 研究員 (30362859)
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| Project Period (FY) |
2011 – 2012
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| Project Status |
Completed (Fiscal Year 2012)
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| Budget Amount *help |
¥4,290,000 (Direct Cost: ¥3,300,000、Indirect Cost: ¥990,000)
Fiscal Year 2012: ¥2,080,000 (Direct Cost: ¥1,600,000、Indirect Cost: ¥480,000)
Fiscal Year 2011: ¥2,210,000 (Direct Cost: ¥1,700,000、Indirect Cost: ¥510,000)
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| Keywords | 人物行動推定 / HEMS / 電力変動予測 / 異常検出 / ホームエネルギーマネジメントシステム / エネルギーの情報化 / Switching systems / 電力変動パターン予測 / Kalman Filter |
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| Research Abstract |
The purpose of the project is estimating conditions of appliances and living activity of the consumer from power consumption patterns. The project also aims to detect illegalities of electronic appliances and unnecessary demand. For this purpose, we developed a hybrid model that has some continuous dynamic systems and switches the systems discontinuously according to the probabilistic timed automaton. We also develop an algorithm to estimate personal living activities from power consumption patterns by analyzing interaction among power consumption of appliances.
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Report
(3 results)
Research Products
(31 results)
