I want to use combine both wavelet and artificial intelligence technique, but its drawback is in power quality application. I want to know how this is happening.
Wavelet and artificial intelligence to monitor power quality (reduce) can be used. But to improve and control the power, you should use the FACTS Instrument. Thanks
AI methods are based on training. You may need a lot of training cases for training your PQ disturbances classifier of this type. But wavelet transform is based on the algorithm and the wavelet family which you choose. So if you have enough training cases, you can use AI classifiers without any need for designing a proper algorithm. Else you may design a wavelet classifier. For increasing the algorithm efficiency in this case, you can combine it with fuzzy desicion making techniques.