Power based event detection for electrical appliances
- 10.2991/icmmita-16.2016.294How to use a DOI?
- Non-Intrusive Appliance;Event Detection;Goodness-of-Fit;Generalised Likelihood Ratio Test;Power different
Appliance specific energy monitoring is perceived as a prerequisite for reducing energy usage in households.In this paper, a non intrusive monitoring method is introduced, and a power identification algorithm based on transient detection is introduced. Then the simulation experiment is carried out by using different analysis methods. In order to improve the accuracy of the opening and closing of smart grid and adapt to the development trend of recognition of household appliances, based on this algorithm is put forward in the circuit current, power and other parameters combined with information, if the average power of several cycles of adjacent difference changes different from the baseline, a fixed threshold is exceeded. This event will be recorded, and based on the MATLAB platform, the household appliances simulation, test data, the algorithm was verified, the results show that the proposed method to detect electric power has a good recognition results.
- © 2017, the Authors. Published by Atlantis Press.
- Open Access
- This is an open access article distributed under the CC BY-NC license (http://creativecommons.org/licenses/by-nc/4.0/).
Cite this article
TY - CONF AU - Xiu-wei Wang AU - Yan-ping Cong AU - Bo Yin PY - 2017/01 DA - 2017/01 TI - Power based event detection for electrical appliances BT - Proceedings of the 2016 4th International Conference on Machinery, Materials and Information Technology Applications PB - Atlantis Press SP - 1295 EP - 1299 SN - 2352-538X UR - https://doi.org/10.2991/icmmita-16.2016.294 DO - 10.2991/icmmita-16.2016.294 ID - Wang2017/01 ER -