| Presentation | 2016-05-20 Automatic extraction of current waveforms of individual appliances from current waveforms on power distribution board Fumihiko Ishiyama, Hiroshi Inoue, Yasunao Suzuki, |
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| PDF Download Page |  PDF download Page Link |
| Abstract(in Japanese) | (See Japanese page) |
| Abstract(in English) | We are investigating a method of disaggregating current waveforms of appliances on a power distribution board to estimate power consumption of each appliance. As we are using SVM for the disaggregation, we should obtain all the current waveforms of all the appliances prior to the disaggregation. Therefore, cost efficient technique of obtaining the current waveforms of the appliances from the current waveforms on the power distribution board which are the mixed current waveforms of the appliances is required. We propose such a method and evaluate the method with our field data. |
| Keyword(in Japanese) | (See Japanese page) |
| Keyword(in English) | HEMS / NIALM / SVM / automatic measurement of training data |
| Paper # | SIP2016-15,IE2016-15,PRMU2016-15,MI2016-15 |
| Date of Issue | 2016-05-12 (SIP, IE, PRMU, MI) |
| Conference Information | |
| Committee | PRMU / IE / MI / SIP |
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| Conference Date | 2016/5/19(2days) |
| Place (in Japanese) | (See Japanese page) |
| Place (in English) | |
| Topics (in Japanese) | (See Japanese page) |
| Topics (in English) | |
| Chair | Eisaku Maeda(NTT) / Seishi Takamura(NTT) / Yoshitaka Masutani(Hiroshima City Univ.) / Osamu Houshuyama(NEC) |
| Vice Chair | Shuji Senda(NEC) / Seiichi Uchida(Kyushu Univ.) / Takayuki Hamamoto(Tokyo Univ. of Science) / Atsuro Ichigaya(NHK) / Yoshiki Kawata(Tokushima Univ.) / Yuichi Kimura(Kinki Univ.) / Makoto Nakashizuka(Chiba Inst. of Tech.) / Masahiro Okuda(Univ. of Kitakyushu) |
| Secretary | Shuji Senda(Mie Univ.) / Seiichi Uchida(DENSO IT Lab.) / Takayuki Hamamoto(NTT) / Atsuro Ichigaya(Chiba Inst. of Tech.) / Yoshiki Kawata(Aichi Inst. of Tech.) / Yuichi Kimura(Nagoya Inst. of Tech.) / Makoto Nakashizuka(NEC) / Masahiro Okuda(Ritsumeikan Univ.) |
| Assistant | Kazuaki Kondo(Kyoto Univ.) / Akisato Kimura(NTT) / Keita Takahashi(Nagoya Univ.) / Kei Kawamura(KDDI R&D Labs.) / Ryo Haraguchi(NCVC) / Yasushi Hirano(Yamaguchi Univ.) / Takamichi Miyata(Chiba Inst. of Tech.) |
| Paper Information | |
| Registration To | Technical Committee on Pattern Recognition and Media Understanding / Technical Committee on Image Engineering / Technical Committee on Medical Imaging / Technical Committee on Signal Processing |
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| Language | JPN |
| Title (in Japanese) | (See Japanese page) |
| Sub Title (in Japanese) | (See Japanese page) |
| Title (in English) | Automatic extraction of current waveforms of individual appliances from current waveforms on power distribution board |
| Sub Title (in English) | |
| Keyword(1) | HEMS |
| Keyword(2) | NIALM |
| Keyword(3) | SVM |
| Keyword(4) | automatic measurement of training data |
| 1st Author's Name | Fumihiko Ishiyama |
| 1st Author's Affiliation | Nippon Telegraph and Telephone Corporation(NTT) |
| 2nd Author's Name | Hiroshi Inoue |
| 2nd Author's Affiliation | Nippon Telegraph and Telephone Corporation(NTT) |
| 3rd Author's Name | Yasunao Suzuki |
| 3rd Author's Affiliation | Nippon Telegraph and Telephone Corporation(NTT) |
| Date | 2016-05-20 |
| Paper # | SIP2016-15,IE2016-15,PRMU2016-15,MI2016-15 |
| Volume (vol) | vol.116 |
| Number (no) | SIP-36,IE-37,PRMU-38,MI-39 |
| Page | pp.pp.79-84(SIP), pp.79-84(IE), pp.79-84(PRMU), pp.79-84(MI), |
| #Pages | 6 |
| Date of Issue | 2016-05-12 (SIP, IE, PRMU, MI) |