A new failure isolation scheme is proposed using an extended robust observation approach. A systematic procedure is developed for designing fault detection observers. This new failure isolation scheme can isolate a much larger class of failure modes than previous failure isolation schemes in the relevant literature, so that failure diagnosing precision may be greatly improved.