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Given the existence of an effective fault detection procedure, the problem arises of how the sensors should be placed for optimum detector efficiency. In this work, a neural network is used to locate and classify faults and a number of different methods are applied to determine an optimal (or near optimal) distribution of the sensor. A survey of recent work on sensor placement is given.