A new concept of reliability of estimation of variables is introduced
which relates to the estimability of variables in the presence of sens
or failures. Based on this concept, a method for optimal location of s
ensors in a pure flow process is developed. A graph-theoretic algorith
m, SENNET, developed for this purpose, is shown to perform robustly an
d give globally optimum solutions for realistic processes.