Topology Planning in Swarm Production System: Framework and Optimization
نویسندگان
چکیده
Abstract A Swarm Production System (SPS) aims to be an agile and resilient Reconfigurable manufacturing system (RMS) paradigm that incorporates mobile workstations transport robots on the factory production floor. This paper primarily focuses SPS’s initial but recurring planning stage termed topology planning, which dynamically changes throughout runtime with spatially adaptive transporters handled exclusively by a Topology Manager (TM). TM is essential multi-variant optimal positioning of provides optimizes traffic flow for product carrier robots. bridge enable SPS integrate general scheduling systems like ERP MES comprised Planner (TP) evaluates ideal configuration floor batch mix Reconfiguration Decision (RDS) decides applying estimated new during changeover. The proposes framework identify its functionalities, responsibilities working principle in swarm system. also describes grid-based heuristic approach applicable two-dimensional spatial problems reduce complexity NP-hard problem. estimate reconfigurable shop layout Force-directed Graph-theory algorithm. stochastic statistical model performance throughput makespan.
منابع مشابه
Production Planning Optimization Using Genetic Algorithm and Particle Swarm Optimization (Case Study: Soofi Tea Factory)
Production planning includes complex topics of production and operation management that according to expansion of decision-making methods, have been considerably developed. Nowadays, Managers use innovative approaches to solving problems of production planning. Given that the production plan is a type of prediction, models should be such that the slightest deviation from their reality. In this ...
متن کاملA modified particle swarm optimization for aggregate production planning
Particle swarm optimization (PSO) originated from bird flocking models. It has become a popular research field with many successful applications. In this paper, we present a scheme of an aggregate production planning (APP) from a manufacturer of gardening equipment. It is formulated as an integer linear programming model and optimized by PSO. During the course of optimizing the problem, we disc...
متن کاملan extended particle swarm optimization algorithm to solve integrated model for production planning and dynamic cellular manufacturing system
cellular manufacturing system is one of the most important applications of group technology. design of this system involves many structural and operational issues, in which the cell formation and production planning are two important steps. in this paper, a new mathematical model is proposed for integration of cell formation and production planning problems with the aim of minimizing the overal...
متن کاملUsing Particle Swarm Optimization Algorithm in the Distribution System Planning
Technology advancement, the drive to reduce environmental pollution and energy security concern, have led toan increase in the use of Distributed Generations (DGs). One of the important aspects of the power system is the optimal operation of distribution networks. Therefore, the objective of this paper is to determine the possiblesolution for optimal operation of distribution networks which tak...
متن کاملOptimization Based Framework for Transforming Automotive Configurations for Production Planning
A product (e.g. automobile, computer) can be configured using different combinations of its available attributes (features). However, selection of attributes may not be independent of the selection of other attributes. In practice, each attribute implies a selection rule (dependency) for other sets of attributes in order to generate a valid configuration. Due to dynamic changes in the product d...
متن کاملذخیره در منابع من
با ذخیره ی این منبع در منابع من، دسترسی به آن را برای استفاده های بعدی آسان تر کنید
ژورنال
عنوان ژورنال: ARENA2036
سال: 2023
ISSN: ['2524-7255', '2524-7247']
DOI: https://doi.org/10.1007/978-3-031-27933-1_13