The noise filtering and detection using the lifting scheme based wavelet transform technology is proposed in this paper. In the proposed approach, the lifting scheme is embedded into the wavelet transform procedures. Thanks to the low complexity and high computation efficiency of this scheme, the proposed method can help enhance the noise filtering and detection more effectively. This proposed approach has been tested on various power signals and the test results reveal the feasibility of the method for de-noising applications.