Multimodal processes prototyping subject to grid-like network and fuzzy operation time constraints

• Published in: Annals of operations research Vol. 273; no. 1-2; pp. 561 - 585
• Main Authors: Bocewicz, Grzegorz, Banaszak, Zbigniew, Nielsen, Izabela
• Format: Journal Article
• Language: English
• Published: New York Springer US 01.02.2019; Springer; Springer Nature B.V
• Subjects: Automated guided vehicles; Business and Management; Combinatorics; Cranes; Fuzzy logic; Lifts; Materials handling; Mathematical models; Operations research; Operations Research/Decision Theory; OR in Transportation; Prototyping; Scheduling; Theory of Computation; Transportation networks; Work stations; Workpieces; Workstations; Declarative modelling; Grid-like network; Fuzzy constraints; AGVs fleet scheduling; Multimodal process
• ISSN: 0254-5330; 1572-9338
• DOI: 10.1007/s10479-017-2468-5

This paper describes a Grid-like Material Transportation Network (GMTN) in which several heterogeneous means of transportation (Automated Guided Vehicles (AGVs), hoists, lifts, etc.) interact with each other via common shared workstations to provide a variety of demand-responsive material handling operations. Different material handling transport modes provide movement of workpieces between workstations along their manufacturing routes in the GMTN and they can be seen as processes realized with synergic utilization of various local periodically acting unimodal processes. The main contribution of this research is the solution of a constraint satisfaction problem addressing AGVs fleet match-up scheduling subject to GMTN and fuzzy operation time constraints. In the presented case both production rate (production takt) and operations execution time are described by imprecise (fuzzy) data. In other words, the research’s objective concerns assessing grid-like networks of periodically acting local transportation modes from the perspective of possible mass-customized oriented requirements imposed on scheduling of multimodal flows of jobs assigned to certain technological routes passing through common shared workstations.