Comparison analysis is a key tool to analyze signal and to detect faults in engineering. There are three different kinds of algorithms are set up to compare signals. Based on these new algorithms, several practical approaches are built to detach gradual change and to diagnose abrupt faults. A practical example is given from a space-flight engineering mission to show that methods given in this paper are valuable.