| Presentation | 2015-01-15 Operating state estimation of electric appliances based on power-time-series at a distribution board Hiroshi INOUE, Fumihiko ISHIYAMA, Toshio WATANABE, Takashi OHYAMA, |
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| PDF Download Page |  PDF download Page Link |
| Abstract(in Japanese) | (See Japanese page) |
| Abstract(in English) | We study a method based on the naive Bayes classifier for estimating an On/Off state of air-conditioners by using statistical features extracted from time series of aggregated power consumption of a household. A method utilizing duration of the high power state is proposed. The estimation accuracy is evaluated using a probabilistic classifier as estimation model AODE (Averaged One-Dependence Estimators), and the effectiveness of the proposed method is confirmed. |
| Keyword(in Japanese) | (See Japanese page) |
| Keyword(in English) | Electric Power / State Estimation / Feature Value / AODE |
| Paper # | ICM2014-35,LOIS2014-42 |
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| Conference Information | |
| Committee | LOIS |
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| Conference Date | 2015/1/8(1days) |
| Place (in Japanese) | (See Japanese page) |
| Place (in English) | |
| Topics (in Japanese) | (See Japanese page) |
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| Paper Information | |
| Registration To | Life Intelligence and Office Information Systems (LOIS) |
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| Language | JPN |
| Title (in Japanese) | (See Japanese page) |
| Sub Title (in Japanese) | (See Japanese page) |
| Title (in English) | Operating state estimation of electric appliances based on power-time-series at a distribution board |
| Sub Title (in English) | |
| Keyword(1) | Electric Power |
| Keyword(2) | State Estimation |
| Keyword(3) | Feature Value |
| Keyword(4) | AODE |
| 1st Author's Name | Hiroshi INOUE |
| 1st Author's Affiliation | NTT Energy and Environment Systems Laboratories() |
| 2nd Author's Name | Fumihiko ISHIYAMA |
| 2nd Author's Affiliation | NTT Energy and Environment Systems Laboratories |
| 3rd Author's Name | Toshio WATANABE |
| 3rd Author's Affiliation | NTT Energy and Environment Systems Laboratories |
| 4th Author's Name | Takashi OHYAMA |
| 4th Author's Affiliation | NTT Energy and Environment Systems Laboratories |
| Date | 2015-01-15 |
| Paper # | ICM2014-35,LOIS2014-42 |
| Volume (vol) | vol.114 |
| Number (no) | 390 |
| Page | pp.pp.- |
| #Pages | 4 |
| Date of Issue | |