The invention discloses a multi-target equipment
layout and production scheduling collaborative optimization method based on
simulation, which comprises the following steps: acquiring
plant, equipmentand workpiece information, performing collaborative modeling on equipment
layout and production scheduling, and constructing an intelligent workshop equipment
layout and production scheduling collaborative optimization
simulation model; operating the intelligent workshop equipment layout and production scheduling co-
simulation model and calculating corresponding target parameter values; constructing a double-layer
genetic algorithm based on an equipment position sequence and a total
consensus sequence to optimize a simulation model of intelligent workshop equipment layout and production scheduling collaborative optimization, and when an optimization
algorithm is a
genetic algorithm, according to the performance value of a current target parameter, continuously iterating and finding the optimal equipment layout and scheduling scheme meeting the target parameter. By means of the simulation technology, the
machining process of each workpiece in the
production line is dynamically simulated, real-time calculation of relevant data is achieved, the equipment layout and production scheduling scheme of the
production line can be provided for an enterprise when the enterprise builds a factory, and the production cost of the enterprise is reduced.