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A Case Study on Integrated Production Planning and Scheduling in a Three-Stage Manufacturing System

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TLDR
An integrated optimization model of production planning and scheduling for a three-stage manufacturing system composed of a forward chain of three kinds of workshops: a job shop, a parallel flow shop consisting of parallel production lines, and a single machine shop is presented.
Abstract
This paper presents an integrated optimization model of production planning and scheduling for a three-stage manufacturing system, which is composed of a forward chain of three kinds of workshops: a job shop, a parallel flow shop consisting of parallel production lines, and a single machine shop. As the products at the second stage are assembled from the parts produced in its upstream workshop, a complicated production process is involved. On the basis of the analysis of the batch production, a dynamic batch splitting and amalgamating algorithm is proposed. Then, a heuristic algorithm based on a genetic algorithm (known as the integrated optimization algorithm) is proposed for solving the problem. Note to Practitioners-This paper presents a method for integrated production planning and scheduling in a three-stage manufacturing system consisting of a forward chain of three kinds of workshops, which is common in such enterprises as producers of automobiles and household electric appliances, as in the case of an autobody plant usually with the stamping workshop, the welding and assembling workshop, and the painting workshop. Herein, the production planning and scheduling problems are simultaneously addressed in the way that a feasible production plan can be obtained and the inventory reduced. A batch splitting and amalgamating algorithm is proposed for balancing the production time of the production lines. And a case study of the integrated planning and scheduling problem in a real autobody plant verifies the effectiveness of our method

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Citations
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Journal ArticleDOI

Integration of production planning and scheduling: Overview, challenges and opportunities

TL;DR: The integration of medium-term production planning and short-term scheduling is reviewed, and the major modeling approaches for the integration of scheduling and planning decisions are presented.
Journal ArticleDOI

Object-Oriented Templates for Automated Assembly Planning of Complex Products

TL;DR: A new methodology is proposed to deal with the complexity of the assemblies of large-scale products by integrating object-oriented methods with the knowledge template based modeling, and a method is proposed for creating assembly templates for complex products.
Journal ArticleDOI

A multi-objective optimization approach for integrated production planning under interval uncertainties in the steel industry

TL;DR: A novel approach based on a modified interval multi-objective optimization evolutionary algorithm (MI-MOEA) to solve the integrated production planning problem in steel industry and a new concept of "order-set" is introduced to reduce the size of the problem.
Journal ArticleDOI

Integrated production planning and scheduling for a mixed batch job-shop based on alternant iterative genetic algorithm

TL;DR: An integrated optimization production planning and scheduling based on alternant iterative genetic algorithm is proposed here and results show that AIHGA is of higher convergence speed and better performance than MOHGA.
Journal ArticleDOI

Hybrid spider monkey optimisation algorithm for multi-level planning and scheduling problems of assembly lines

TL;DR: The proposed HSMO algorithm outperforms the compared algorithms in efficiency and effectiveness and is validated by comparing the solutions with well-known algorithms, i.e. genetic algorithm (GA), particle swarm optimisation (PSO), simulated annealing (SA) and artificial bee colony (ABC) algorithms.
References
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Book

Genetic algorithms and engineering design

光男 玄, +1 more
TL;DR: Findings of Genetic Algorithms and Selected Topics in Engineering Design help solve problems in optimization, including Flow-Shop Sequencing Problems, Machine Scheduling Problems, and Facility Layout Design Problems.
Journal ArticleDOI

Evolution of indirect reciprocity by image scoring

TL;DR: It is proposed that the emergence of indirect reciprocity was a decisive step for the evolution of human societies and the probability of knowing the ‘image’ of the recipient must exceed the cost-to-benefit ratio of the altruistic act.
Journal ArticleDOI

Optimal foraging: Some simple stochastic models.

TL;DR: In this paper, mathematical renewal theory is used to make a general model of the combined processes of search, encounter, capture, and handling, and a model based on minimization of the probability of death due to an energetic shortfall is presented.
Journal ArticleDOI

Highly Optimized Tolerance: Robustness and Design in Complex Systems

TL;DR: This work studies the impact of incorporating increasing levels of design and finds that even small amounts of design lead to HOT states in percolation.
Journal ArticleDOI

The choice of two prey types that minimises the probability of starvation

TL;DR: Two alternative models of the optimal diet of a forager faced with two prey types are developed, based on the minimization of the probability of starvation, and show that factors that have been ignored in classical models may be of importance.
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