Appliance signature : Multi-modes electric appliances
Research output: Chapters, Conference Papers, Creative and Literary Works (RGC: 12, 32, 41, 45) › 32_Refereed conference paper (with host publication) › peer-review
Author(s)
Related Research Unit(s)
Detail(s)
| Original language | English |
|---|---|
| Title of host publication | Proceedings of 2014 IEEE International Conference on Consumer Electronics - China, ICCE-C 2014 |
| Publisher | Institute of Electrical and Electronics Engineers Inc. |
| ISBN (Print) | 9781479947560 |
| Publication status | Published - 3 Feb 2015 |
Conference
| Title | 2014 IEEE International Conference on Consumer Electronics China, ICCE-C 2014 |
|---|---|
| Place | China |
| City | Shenzhen |
| Period | 9 - 13 April 2014 |
Link(s)
Abstract
Smart grid has one of the top concerns in recent decade attributable to deteriorating environment. Appliance signatures possessed by electric appliances can be utilized for uniquely classifying between each others. In this paper, a neural network based appliance signature is presented. It presents the performance evaluation with and without separating the operation modes of electric appliance into distinct classes. Neural network has been utilized for the study. Results show that introducing multi-modes electric appliances into multi-class would not affect the performance of appliance signature.
Research Area(s)
- Appliance signature, Energy managemnet, Neural network, Smart grid, Smart metering
Citation Format(s)
Appliance signature: Multi-modes electric appliances. / Chui, Kwok Tai; Hung, Faan Hei; Li, Benjamin Yee Shing et al.
Proceedings of 2014 IEEE International Conference on Consumer Electronics - China, ICCE-C 2014. Institute of Electrical and Electronics Engineers Inc., 2015. 7029896.
Proceedings of 2014 IEEE International Conference on Consumer Electronics - China, ICCE-C 2014. Institute of Electrical and Electronics Engineers Inc., 2015. 7029896.
Research output: Chapters, Conference Papers, Creative and Literary Works (RGC: 12, 32, 41, 45) › 32_Refereed conference paper (with host publication) › peer-review
