Mining Appliance Usage Patterns in Smart Home Environment

Author:

Chen Yi-Cheng,Ko Yu-Lun,Peng Wen-Chih,Lee Wang-Chien

Publisher

Springer Berlin Heidelberg

Reference12 articles.

1. Aritoni, O., Negru, V.: A Methodology for Household Appliances Behavior Rec-ognition in AmI Systems Integration. In: 7th International Conference on Auto-matic and Autonomous Systems (ICAS 2011), pp. 175–178 (2011)

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3. Farinaccio, L., Zmeureanu, R.: Using a pattern recognition approach to disaggregate the total electricity consumption in a house into the major end-uses. Energy and Buildings 30(3), 245–259 (1999)

4. Goncalves, H., Ocneanu, A., Bergés, M.: Unsupervised disaggregation of appliances using aggregated consumption data. In: KDD Workshop on Data Mining Applications in Sustainability (SustKDD 2011) (2011)

5. Ito, M., Uda, R., Ichimura, S., Tago, K., Hoshi, T., Matsushita, Y.: A method of appliance detection based on features of power waveform. In: 4th IEEE Symposium on Applications and the Internet (SAINT 2004), pp. 291–294 (2004)

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