Please wait, while we are loading the content...
Please wait, while we are loading the content...
Content Provider | IET Digital Library |
---|---|
Author | Wu, Xiuli Li, Jing Shen, Xianli Zhao, Ning |
Abstract | The production process of manufacturing systems is usually not static and always interrupted by stochastic events, such as the deterioration effect of cutting tools. This study focuses on the dynamic flexible job shop-scheduling problem considering the deterioration effect (DFJSP-DE). Two types of disturbances are considered, i.e. the implicit disturbance caused by the deterioration effect and the explicit disturbance caused by the reprocessing of unqualified jobs. Firstly, a step-deterioration effect model is proposed, with which the actual processing time of each operation can be predicted more accurately. A multi-objective optimisation model is formulated for the DFJSP-DE. The makespan, energy consumption, and stability of rescheduling solutions are three objectives to be optimised simultaneously. For this non-deterministic polynominal (NP)-hard problem, the non-dominated sorting genetic algorithm III is employed to search the Pareto solutions for the DFJSP-DE. Finally, the results of three numerical experiments show that the proposed approach can solve DFJSP-DE effectively and efficiently. |
Starting Page | 22 |
Ending Page | 33 |
Page Count | 12 |
Volume Number | 2 |
e-ISSN | 25168398 |
Issue Number | Issue 1, Mar (2020) |
Alternate Webpage(s) | https://digital-library.theiet.org/content/journals/iet-cim/2/1 |
Alternate Webpage(s) | https://digital-library.theiet.org/content/journals/10.1049/iet-cim.2019.0056 |
Journal | IET Collaborative Intelligent Manufacturing |
Publisher | The Institution of Engineering and Technology |
Publisher Date | 2020-02-24 |
Access Restriction | Open |
Rights License | Creative Commons Attribution License (http://creativecommons.org/licenses/by/3.0/) |
Subject Keyword | Computational Complexity DFJSP-DE Dynamic Job Shop Scheduling Energy Consumption Explicit Disturbance Genetic Algorithm Implicit Disturbance Job Shop Scheduling Makespan Manufacturing System Multiobjective Optimisation Nondominated Sorting Genetic Algorithm III NP-hard Problem NSGA-III Optimisation Optimisation Technique Pareto Optimisation Pareto Solution Processing Time Prediction Production Management Scheduling Sorting Stability Stability Criteria Step-deterioration Effect Model Stochastic Events System Theory Application System Theory Application in Industry Unqualified Jobs Reprocessing |
Content Type | Text |
Resource Type | Article |
National Digital Library of India (NDLI) is a virtual repository of learning resources which is not just a repository with search/browse facilities but provides a host of services for the learner community. It is sponsored and mentored by Ministry of Education, Government of India, through its National Mission on Education through Information and Communication Technology (NMEICT). Filtered and federated searching is employed to facilitate focused searching so that learners can find the right resource with least effort and in minimum time. NDLI provides user group-specific services such as Examination Preparatory for School and College students and job aspirants. Services for Researchers and general learners are also provided. NDLI is designed to hold content of any language and provides interface support for 10 most widely used Indian languages. It is built to provide support for all academic levels including researchers and life-long learners, all disciplines, all popular forms of access devices and differently-abled learners. It is designed to enable people to learn and prepare from best practices from all over the world and to facilitate researchers to perform inter-linked exploration from multiple sources. It is developed, operated and maintained from Indian Institute of Technology Kharagpur.
Learn more about this project from here.
NDLI is a conglomeration of freely available or institutionally contributed or donated or publisher managed contents. Almost all these contents are hosted and accessed from respective sources. The responsibility for authenticity, relevance, completeness, accuracy, reliability and suitability of these contents rests with the respective organization and NDLI has no responsibility or liability for these. Every effort is made to keep the NDLI portal up and running smoothly unless there are some unavoidable technical issues.
Ministry of Education, through its National Mission on Education through Information and Communication Technology (NMEICT), has sponsored and funded the National Digital Library of India (NDLI) project.
Sl. | Authority | Responsibilities | Communication Details |
---|---|---|---|
1 | Ministry of Education (GoI), Department of Higher Education |
Sanctioning Authority | https://www.education.gov.in/ict-initiatives |
2 | Indian Institute of Technology Kharagpur | Host Institute of the Project: The host institute of the project is responsible for providing infrastructure support and hosting the project | https://www.iitkgp.ac.in |
3 | National Digital Library of India Office, Indian Institute of Technology Kharagpur | The administrative and infrastructural headquarters of the project | Dr. B. Sutradhar bsutra@ndl.gov.in |
4 | Project PI / Joint PI | Principal Investigator and Joint Principal Investigators of the project |
Dr. B. Sutradhar bsutra@ndl.gov.in Prof. Saswat Chakrabarti will be added soon |
5 | Website/Portal (Helpdesk) | Queries regarding NDLI and its services | support@ndl.gov.in |
6 | Contents and Copyright Issues | Queries related to content curation and copyright issues | content@ndl.gov.in |
7 | National Digital Library of India Club (NDLI Club) | Queries related to NDLI Club formation, support, user awareness program, seminar/symposium, collaboration, social media, promotion, and outreach | clubsupport@ndl.gov.in |
8 | Digital Preservation Centre (DPC) | Assistance with digitizing and archiving copyright-free printed books | dpc@ndl.gov.in |
9 | IDR Setup or Support | Queries related to establishment and support of Institutional Digital Repository (IDR) and IDR workshops | idr@ndl.gov.in |
Loading...
|