Simulation-based layout optimization for multi-station assembly lines
نویسندگان
چکیده
Abstract This article presents a novel approach for the automated 3D-layout planning of multi-station assembly lines. The method is based on comprehensive model used production resources, including their geometry, kinematic properties, and general characteristics. Different resource types can be included in system. A genetic algorithm generates optimizes possible layouts line. optimization aims to minimize line’s area costs assembling line while simultaneously optimizing resources’ positioning perform tasks. cycle time considered as boundary condition. For evaluation different layout alternatives, multi-body simulation performed. parameter study set algorithm’s parameters. Afterward, applied three increasingly complex examples validate evaluate its functionality. promising industrial applications it allows integration various individualization function.
منابع مشابه
Layout of Gas Station Based on Multi-Agent Simulation
Owing to the unreasonable layout problem and the excessive number of gas station in some regions of China, this paper attempts to discuss the principle of rationality and related factors for the gas station layout. In determining the relationship between the number of stations and motor vehicle demand, this paper simulates the vehicle’s selection of price by using Starlogo simulation platform. ...
متن کاملMulti-objective optimization of modern assembly lines
This paper deals with various ways of using multiobjective (vector) optimization in assembly line optimization problem. Nowadays, there are two main approaches to solve multi-objective optimization tasks: artificial intelligence approach using mainly evolutionary algorithms; and mathematical approach based on detail mathematic description of optimized assembly line. This paper is summarizing kn...
متن کاملan adapted harmony search based algorithm for facility layout optimization
this paper presents a strategy for using harmony search algorithm in facility layout optimization problems. in this paper an adapted harmony search algorithm is developed for solving facility layout optimization problems. this method finds an optimal facility arrangement in an existing layout. two real-world case studies are employed to demonstrate the efficiency of this model. a comparison is ...
متن کاملSimulation-Based Optimization for Improving Hospital Performance
Background and Objectives: Nowadays health services affect a significant part of social, economic and political parts of each country. In this case, hospitals are considered as the important and final stage of health service supply chain. Consequently, quality of health services offered by hospitals has a straight impact on the safety of individuals. Methods: </st...
متن کاملKey characteristics-based sensor distribution in multi-station assembly processes
This paper presents a novel approach for optimal key characteristics-based sensor distribution in a multistation assembly process, for the purpose of diagnosing variation sources responsible for product quality defects in a timely manner.. Current approaches for sensor distribution are based on the assumption that measurement points can be allocated at arbitrary locations on the part or subasse...
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: Journal of Intelligent Manufacturing
سال: 2021
ISSN: ['1572-8145', '0956-5515']
DOI: https://doi.org/10.1007/s10845-021-01853-5