| Presentation | 2017-03-10 Evaluation of Active Sensing Classification for Household Appliances Tin Petrovic, Hiroyuki Morikawa, |
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| PDF Download Page |  PDF download Page Link |
| Abstract(in Japanese) | (See Japanese page) |
| Abstract(in English) | Household appliances and plug in loads amount to between a quarter to a third of household electric demand while often being classified as miscellaneous energy consumption. To be able to fully understand energy consumption in an era of ever growing numbers of devices, we evaluate a new type of active sensing method to test its ability to classify different types of electrical loads in sub-minute time, allowing for appliance classification without the need to collect data for long periods of time. We demonstrate how to collect and break down an electric signal with active sensing and show that it is possible to correctly classify appliances with simple sensors and without long data gathering times. |
| Keyword(in Japanese) | (See Japanese page) |
| Keyword(in English) | Energy monitoringSensors |
| Paper # | ASN2016-94 |
| Date of Issue | 2017-03-02 (ASN) |
| Conference Information | |
| Committee | MoNA / ASN / IPSJ-MBL / IPSJ-UBI |
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| Conference Date | 2017/3/9(2days) |
| Place (in Japanese) | (See Japanese page) |
| Place (in English) | University of Tokyo (Hongo Campus) |
| Topics (in Japanese) | (See Japanese page) |
| Topics (in English) | Mobile Ad Hoc Network, Next generation wireless communicasion, Field Sensing, Mobile Application, Ubiquitous Service, Ubiquitous System, etc. |
| Chair | Hiroaki Morino(Shibaura Inst. of Tech.) / Hiroshi Tohjo(NTT) / / Yoshito Tobe(Tokyo Denki Univ.) |
| Vice Chair | Ryoichi Shinkuma(Kyoto Univ.) / Hiroo Sekiya(Chiba Univ.) / Hiraku Okada(Nagoya Univ.) / Satoru Yamano(NEC) |
| Secretary | Ryoichi Shinkuma(Univ. of Tokyo) / Hiroo Sekiya(NTT DoCoMo) / Hiraku Okada(Kanagawa Inst. of Tech.) / Satoru Yamano(NTT) / / (Toshiba) |
| Assistant | Shigemi Ishida(Kyushu Univ.) / Hisashi Kurasawa(NTT) / Koichi Nihei(NEC) / Yuichi Igarashi(Hitachi) / Katsuhiro Naito(Aichi Inst. of Tech.) / Kiyohiko Hattori(NICT) / Hiroshi Fujita(Fujitsu Labs.) / Takuro Yonezawa(Keio Univ.) |
| Paper Information | |
| Registration To | Technical Committee on Mobile Network and Applications / Technical Committee on Ambient intelligence and Sensor Networks / Special Interest Group on Mobile Computing and Ubiquitous Communications / Special Interest Group on Ubiquitous Computing System |
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| Language | ENG |
| Title (in Japanese) | (See Japanese page) |
| Sub Title (in Japanese) | (See Japanese page) |
| Title (in English) | Evaluation of Active Sensing Classification for Household Appliances |
| Sub Title (in English) | |
| Keyword(1) | Energy monitoringSensors |
| 1st Author's Name | Tin Petrovic |
| 1st Author's Affiliation | Research Center for Advanced Science and Technology, The University of Tokyo(UTokyo) |
| 2nd Author's Name | Hiroyuki Morikawa |
| 2nd Author's Affiliation | Research Center for Advanced Science and Technology, The University of Tokyo(UTokyo) |
| Date | 2017-03-10 |
| Paper # | ASN2016-94 |
| Volume (vol) | vol.116 |
| Number (no) | ASN-509 |
| Page | pp.pp.241-246(ASN), |
| #Pages | 6 |
| Date of Issue | 2017-03-02 (ASN) |