FMS Optimisation using Discrete Event Simulation and Genetic Algorithm - Essay Example

Only on StudentShare

Extract of sample
FMS Optimisation using Discrete Event Simulation and Genetic Algorithm

The production planning in the manufacturing systems are forecasted using Enterprise Resource Planning package recently. Since the market demand varies every now and then the process has to be driven based on that. Flexible manufacturing system functions by utilising these advancements and deliver multiple products of sufficient quantity as per the demand.
Genetic Algorithms are found to provide solutions for real-time problems in various operations. It has been used conveniently for researchers for various search and optimization problems. Owing to the problems associated with FMS optimization using Genetic algorithm and discrete simulation system this present project is initiated. Kazuhiro Saitou et al. (2002) presented a robust design of FMS using colored Petri nets and genetic algorithm. In their work it was found that the resource allocation and operation schedule were modelled as colored Petri nets. Their robust model designed minimized the production cost under multiple operation plan. It as able to handle large data sets conveniently as well as operates flexibly by using an genetic algorithm merged with shortest imminent operation time dispatching rule and automatically finds the optimal resource. ...
Download paper

Summary

The industrial and manufacturing process automation has evolved rapidly and presently now it had gone through various phases of development. Advancement in the computer science and technology enable automation of sophisticated discrete event systems. FMS represents a class of system, which is configured to produce multiple products…
Author : donkassulke

Related Essays

simulation technology
Practically, simulation technology also lets corporations to foresee the unseen. It also lets organization to identify and prioritize corrective action that will create a real imperative to a development in conjunction with actual results that reveals worth of the business (Durlach & Anne 1995). Organizations - in both public and private sectors - have long used such tools for good management science to trim down stupidities and put cost outside of business practices. But regardless of that - and regardless of the huge investment in technology sector that has been made over the past fifty...
6 pages (1506 words) Essay
Simulation
Now the application of cost accounting system came into practices for the fact that that the firm had to come up with a decision i.e. whether to accept this order or otherwise, since bulk orders go for discounted prices, but the exceptional quantity makes the fixed cost distribute over larger volumes....
3 pages (753 words) Essay
Genetic Algorithms
There are few behavior to crack the N-queens problem. A number of of them are trying all the variations, using backpedal methods, by means of strengthening learning methods, and etc. In this scheme, genetic algorithm will be old to solve this problem by with GAlib package....
4 pages (1004 words) Essay
Temperature Monitor Simulation Using LabVIEW
An Alarm LED was added that is activated when the temperature signal is more than a threshold level selected using a Vertical Pointer slide....
20 pages (5020 words) Lab Report
PARALLEL ALGORITHM FOR MULTI-DIMENSIONAL MATRIX MULTIPLICATION OPERATIONS REPRESENTATION USING KARNAUGH MAP
The basic concept EKMR is to transform the multi-dimensional array in to a set of two-dimensional arrays. EKMR scheme implies Karnaugh Map which is a technique used to reduce a Boolean expression. It is commonly represented with the help of a rectangular map which holds all the possible values of the Boolean expression. Then the efficient data parallel algorithms for multi-dimensional matrix multiplication operation using EKMR are presented in this study which outperformed those data parallel algorithms for multi-dimensional matrix multiplication operation which used the TMR scheme. The study...
10 pages (2510 words) Research Paper
Using Perceptual Maps in Marketing Simulation Summary
The three phases that this marketing simulation summary contains will include a brief discussion of the existing situation, recommending the appropriate solution to tackle the adverse situation, and finally the discussion of the results (Answers n.d)....
4 pages (1004 words) Research Paper
Introduction to Discrete Event Dynamic Systems
It is evident that the deterministic expression in automata is just mere regular languages. From the article, there is the need to illustrate impacting on the feedback. These entail observability, stability, and invertibility. The inclusions are parameters used to define the characteristics of the language....
2 pages (502 words) Research Paper
Got a tricky question? Receive an answer from students like you! Try us!