Title :
Real-Time Power-Quality Monitoring With Hybrid Sinusoidal and Lifting Wavelet Compression Algorithm
Author :
Tse, Norman C F ; Chan, JohnY C. ; Lau, Wing-Hong ; Poon, Jone T Y ; Lai, L.L.
Author_Institution :
Centre for Power Electron., City Univ. of Hong Kong, Hong Kong, China
Abstract :
This paper presents a novel algorithm for real-time continuous electrical waveform compression and transmission. The proposed algorithm achieves a high data compression ratio by processing the stationary and non-stationary components of a power waveform separately. It works on integer data which simplifies the computation process, and can be run on a low-cost digital signal processor. The proposed algorithm has been implemented on a prototype meter successfully. Experimental and extensive field tests have confirmed the effectiveness of the algorithm. The prototype smart meter can communicate through a low-power, low-bit-rate sensor network protocol such as ZigBee.
Keywords :
data compression; power supply quality; power system measurement; protocols; sensors; wavelet transforms; ZigBee; computation process; high data compression ratio; hybrid sinusoidal; low-bit-rate sensor network protocol; low-cost digital signal processor; nonstationary components; prototype smart meter; real-time continuous electrical waveform compression algorithm; real-time power-quality monitoring; stationary components; Harmonic analysis; Prototypes; Real time systems; Signal processing algorithms; Signal to noise ratio; Wavelet transforms; Integer lifting wavelet transform; power-quality (PQ) monitoring; smart meter; waveform compression;
Journal_Title :
Power Delivery, IEEE Transactions on
DOI :
10.1109/TPWRD.2012.2201510