Impact Factor:6.549
 Scopus Suggested Journal: UNDER REVIEW for TITLE INCLUSSION

International Journal
of Computer Engineering in Research Trends (IJCERT)

Scholarly, Peer-Reviewed, Open Access and Multidisciplinary


Welcome to IJCERT

International Journal of Computer Engineering in Research Trends. Scholarly, Peer-Reviewed,Open Access and Multidisciplinary

ISSN(Online):2349-7084                 Submit Paper    Check Paper Status    Conference Proposal

Back to Current Issues

Multi Objective Scheduling of Jobs in Flexible Manufacturing System Using Metaheuristic Approaches with Inclusion of Simulation Modeling

A.V. S. SREEDHAR KUMAR , V. VEERANNA, B. DURGAPRASAD, ,
Affiliations
Professor, Department of Mechanical Engineering, Balaji institute of engineering and Management Studies, Nellore, Andhra Pradesh, India.
Professor & Dean, Department of Mechanical Engineering, Brundavan Institute of Technology & Science, Kurnool, Andhra Pradesh, India.
Professor, Department of Mechanical Engineering, JNTUA college of Engineering, Anantapur, Andhra Pradesh, India.
:NOT ASSIGNED


Abstract
Manufacturing industries play a vital role in defining the growth and development of a nation. More often than not the health of manufacturing industries is a direct reflection on the economic health and prosperity of a nation. The viability and profitability of any industry depends on how easily and quickly the industry is adapting itself to changes in demand. To adapt quickly to the changes an industry must be lean, flexible and should be capable of utilizing the existing resources to optimum. Optimum utilization of resources can only be possible if there is a proper scheduling system in place. The main objective of this paper is to study the scheduling problems in FMS environment with primary emphasis on metaheuristic approaches and also describes the development of a simulation model for production planning personnel to carry out optimization of scheduling in FMS environment. To illustrate the study in detail, a flexible manufacturing system consisting of 6 Machines producing 3 different parts through 3 different setup of machines and in each setup, 3 alternative routes are considered for this work. The optimization of scheduling process by using Bacterial Foraging optimization algorithm (BFOA, Genetic algorithm (GA) and Differential Evolution (DE) and choose the best for the scenario. In order to impress upon the industry management to take proper decision about the significance of the proposed changes, the best setup and schedule as suggested by metaheuristic approach has been modeled by using the Promodel software and simulated for various runs.


Citation
A.V. S. SREEDHAR KUMAR ,V. VEERANNA,B. DURGAPRASAD."Multi Objective Scheduling of Jobs in Flexible Manufacturing System Using Metaheuristic Approaches with Inclusion of Simulation Modeling". International Journal of Computer Engineering In Research Trends (IJCERT) ,ISSN:2349-7084 ,Vol.2, Issue 04,pp.264-269, April - 2015, URL :https://ijcert.org/ems/ijcert_papers/V2I411.pdf,


Keywords : Flexible Manufacturing System (FMS), Scheduling, Promodel simulation software, Genetic Algorithm, Differential evolution, Bacterial Foraging Optimization Algorithm (BFOA)

References
[1] Chuda Basnet, Joe H. Mize,(1995) “Scheduling and Control of Flexible Manufacturing System: A Critical Review”. Journal of Intelligent Manufacturing, Special issue on Production Planning and Scheduling, pp 1-41. 
[2] T. Karthikeyan,(2003) "Modelling and Analysis of Scheduling in Computer Integrated Manufacturing", Ph.D Dissertation, Bharathidasan University, Tiruchirappalli,
 [3] Veeranna. V, Dattatreyasarma. B, Chakraverti. G(2006), Optimization of FMS Layout by Heuristic Procedure with Scheduling as a Constraint”Industrial Engg.Journal, 25-28 
[4] B.B.Choudhury, D.Mishra and B.B.Biswal, (2009). Appropriate Evolutionary Algorithm for Scheduling in FMS, IEEE Xplore 
[5] Jerald.J, Asokan.P, Prabaharan.G, Saravanan.R (2005). “Scheduling optimisation of flexible manufacturing systems using particle swarm optimisation algorithm”Int J Adv Manuf Technol, 25: 964–97 
[6] Choudhury .B.B, Biswal .B.B, (2007). ”Task assignment and scheduling in a constrained manufacturing system using GA” International Journal Agile System & Management.
 [7] Guohui Zhang, Liang Gao , Yang Shi (2011)An effective genetic algorithm for the flexible job-shop scheduling problem Expert Systems with Applications- 3563–3573 
[8] Lee C.Y, Piramuthu S, Tsai Y.K,(1997) “Job shop scheduling with a Genetic algorithm and machine learning” International Journal of production research, vol 4 pp 48-56. 
[9] Dervi_s Karabo_GA, Sel_cuk ¨Okdem, (2004). ”A Simple and Global Optimization Algorithm for Engineering Problems: Differential Evolution Algorithm” Turk J Elec Engin Vol.12, No.1
 [10] Tai-Chen Chen, Pei-Wei Tsai, Shu-Chuan Chu*, and Jeng-Shyang Pan (2007). “A Novel Optimization Approach: Bacterial-GA Foraging “ICICIC '07, IEEE Computer Society, Washington, DC, USA © ISBN:0-7695-2882-1 
[11] Suresh Kumar N & Sridharan R,(2009)” Simulation modeling and analysis of part and tool flow control decisions in a flexible manufacturing system” Robotics and ComputerIntegrated Manufacturing 25, Elsevier, pp 829–838


DOI Link : NOT ASSIGNED

Download :
  V2I411.pdf


Refbacks : Currently there are no Refbacks

Announcements


Authors are not required to pay any article-processing charges (APC) for their article to be published open access in Journal IJCERT. No charge is involved in any stage of the publication process, from administrating peer review to copy editing and hosting the final article on dedicated servers. This is free for all authors. 

News & Events


Latest issue :Volume 10 Issue 1 Articles In press

A plagiarism check will be implemented for all the articles using world-renowned software. Turnitin.


Digital Object Identifier will be assigned for all the articles being published in the Journal from September 2016 issue, i.e. Volume 3, Issue 9, 2016.


IJCERT is a member of the prestigious.Each of the IJCERT articles has its unique DOI reference.
DOI Prefix : 10.22362/ijcert


IJCERT is member of The Publishers International Linking Association, Inc. (“PILA”)


Emerging Sources Citation Index (in process)


IJCERT title is under evaluation by Scopus.


Key Dates


☞   INVITING SUBMISSIONS FOR THE NEXT ISSUE :
☞   LAST DATE OF SUBMISSION : 31st March 2023
☞  SUBMISSION TO FIRST DECISION :
In 7 Days
☞  FINAL DECISION :
IN 3 WEEKS FROM THE DAY OF SUBMISSION

Important Announcements


All the authors, conference coordinators, conveners, and guest editors kindly check their articles' originality before submitting them to IJCERT. If any material is found to be duplicate submission or sent to other journals when the content is in the process with IJCERT, fabricated data, cut and paste (plagiarized), at any stage of processing of material, IJCERT is bound to take the following actions.
1. Rejection of the article.
2. The author will be blocked for future communication with IJCERT if duplicate articles are submitted.
3. A letter regarding this will be posted to the Principal/Director of the Institution where the study was conducted.
4. A List of blacklisted authors will be shared among the Chief Editors of other prestigious Journals
We have been screening articles for plagiarism with a world-renowned tool: Turnitin However, it is only rejected if found plagiarized. This more stern action is being taken because of the illegal behavior of a handful of authors who have been involved in ethical misconduct. The Screening and making a decision on such articles costs colossal time and resources for the journal. It directly delays the process of genuine materials.

Citation Index


Citations Indices All
Citations 1026
h-index 14
i10-index 20
Source: Google Scholar

Acceptance Rate (By Year)


Acceptance Rate (By Year)
Year Rate
2021 10.8%
2020 13.6%
2019 15.9%
2018 14.5%
2017 16.6%
2016 15.8%
2015 18.2%
2014 20.6%

Important Links



Conference Proposal




DOI:10.22362/ijcert