Production scheduling in modular construction: Metaheuristics and future directions
Achini Peiris, Felix Kin Peng Hui, Colin Duffield, Tuan Ngo
Abstract
Modular construction (MC) is an increasingly important construction technique. However, it also requires the use of sophisticated scheduling algorithms. A comprehensive literature review of different scheduling systems used for prefabricated construction, was conducted using the PRISMA methodology. Over 500 relevant papers were analysed and 59 critical applications of production scheduling metaheuristics were closely examined. However, very few of these were for modular construction. This paper provides a deep analysis of GA applications in scheduling and the newer techniques using PSO, SA and ACO. The results of the review suggest 6 directions for future research namely, (i) Consideration of added complexities, (ii) Responsiveness of the scheduling system to new tenders or work, (iii) Integrating production scheduling with Manufacturing Execution and Control Systems, (iv) Dynamic scheduling, (v) Simulation-based optimization techniques for MC, (vi) Use of AI and machine learning concepts for MC. This paper will inform better production scheduling of MC projects.