Web-based Multi-functional Scheduling System for a Distributed Manufacturing Environment

نویسندگان

  • H. Z. Jia
  • Jerry Y. H. Fuh
  • Andrew Y. C. Nee
  • Yunfeng Zhang
چکیده

Globalized production has become a new trend in the current competitive business environment, especially for the multinational companies in pursuit of lower cost, shorter time-to-market and better quality. For years, much emphasis has been focused on the concurrent design and manufacturing, and other integrated production activities. However, the distributed production scheduling, a post-design procedure playing a very crucial role in the whole process of production, has not received sufficient attention. Comparing with traditional single-factory or single-jobshop scheduling, the distributed scheduling is uneasy to manage and the information exchange between different scheduling participants is much more complex. This paper reports a web-based system to enable production scheduling for the distributed manufacturing environment with the utilization of the latest Internet and World Wide Web (WWW) technology. A Genetic Algorithm (GA), which involves once gene crossover and twice gene mutation, is adopted as the scheduling kernel to make distributed scheduling optimization. The entire webbased scheduling system includes three layers, i.e., stand-alone application module, scheduling agent module, and e-scheduling module. They are implemented using Java Application and Applet Language. With such a system in place, every manufacturing participant is no longer an isolated production element and the information among the participants can be shared and exchanged in real time. Furthermore, contingencies in any factory such as machine breakdown or design modification can be handled in real time.

برای دانلود متن کامل این مقاله و بیش از 32 میلیون مقاله دیگر ابتدا ثبت نام کنید

ثبت نام

اگر عضو سایت هستید لطفا وارد حساب کاربری خود شوید

منابع مشابه

Real Time Distributed Shop Floor Scheduling Using an Agent-Based Service-Oriented Architecture

This paper proposes a distributed manufacturing scheduling framework at the shop floor level. The shop floor is modeled as a collection of multiple workcells, each of which is modeled as a flexible manufacturing system. The framework consists of a distributed shop floor control structure, dynamic distributed scheduling algorithms, multi-agent system modeling of workcell, and service oriented in...

متن کامل

Dynamic configuration and collaborative scheduling in supply chains based on scalable multi-agent architecture

Due to diversified and frequently changing demands from customers, technological advances and global competition, manufacturers rely on collaboration with their business partners to share costs, risks and expertise. How to take advantage of advancement of technologies to effectively support operations and create competitive advantage is critical for manufacturers to survive. To respond to these...

متن کامل

An Effective Task Scheduling Framework for Cloud Computing using NSGA-II

Cloud computing is a model for convenient on-demand user’s access to changeable and configurable computing resources such as networks, servers, storage, applications, and services with minimal management of resources and service provider interaction. Task scheduling is regarded as a fundamental issue in cloud computing which aims at distributing the load on the different resources of a distribu...

متن کامل

Research on Intelligent Manufacturing System Based on Multi-Agent

Agent and Multi-Agent system is one of the main research directions in distributed artificial intelligence. It has been considered that the Agent technology is an important method to build the model of distributed industrial system, the most natural way to design and implement the distributed Intelligent Manufacturing environment, and one of the significant technologies to construct the manufac...

متن کامل

A Hybrid Modeling for Continuous Casting Scheduling Problem

This paper deals with a multi-agent-based interval type-2 fuzzy (IT2F) expert systemfor scheduling steel continuous casting. Continuous caster scheduling is a complex and extensiveprocess that needs expert staff. In this study, a distributed multi-agent-based structure is proposed as asolution. The agents used herein can cooperate with each other via various communication protocols.To facilitat...

متن کامل

ذخیره در منابع من


  با ذخیره ی این منبع در منابع من، دسترسی به آن را برای استفاده های بعدی آسان تر کنید

برای دانلود متن کامل این مقاله و بیش از 32 میلیون مقاله دیگر ابتدا ثبت نام کنید

ثبت نام

اگر عضو سایت هستید لطفا وارد حساب کاربری خود شوید

عنوان ژورنال:
  • Concurrent Engineering: R&A

دوره 10  شماره 

صفحات  -

تاریخ انتشار 2002