In this paper, we develop a single procedure that can be used both linear and multi-linear systems to place sensors with low cost and with respect to observability and reliability properties. A reference to similar works limited to linear cases is made as an example. Simulation results demonstrate the efficiency and consistency of the proposed methodology. (c) 2004 Elsevier Ltd. All rights reserved.