 Study proposes Transient Feature Analyses of the Transient Response Time and Transient Energy on Power Signatures of Non-Intrusive Demand Monitoring and Load Identification. The Discrete Wavelet Transform, DWT, is more suitable than Short-Time Furry Transform, SDFT, for Transient Load Analysis. This article was authored by Sushin Chang.