تولید نسل های خودکار طراحی با استفاده از الگوریتم های ژنتیک

The structural and maintenance specifications of an interlock can be represented with: (1) the number of measurement channels and the corresponding alarm logic, (2) the numbers of online and spare sensors in each channel and the corresponding voting gate, (3) the number of shutdown channels and the corresponding tripping configuration, (4) the numbers of online and standby actuators in each channel, and the corresponding activation mechanism, and (5) the inspection intervals of shutdown channels. All of them are encoded in this study with binary numbers for use as inputs to implement the genetic algorithm (GA). An interlock superstructure is also developed to facilitate the search for the best configuration and maintenance plan in any application. By minimizing the overall life-cycle expenditure, a generic MATLAB code has been developed for generating all aforementioned specifications in any application. Four examples are provided to demonstrate the benefits of the proposed optimization approach.