Behavioural Validation of the ADACOR2 Self-organized Holonic Multi-agent Manufacturing System

نویسندگان

  • José Barbosa
  • Paulo Leitão
  • Emmanuel Adam
  • Damien Trentesaux
چکیده

Global economy is driving manufacturing companies into a paradigm revolution. Highly customizable products at lower prices and with higher quality are among the most imposed influence factors. To respond properly to these external and internal constraints, such as work absence and machine failures, companies must be in a constant adaptation phase. Several manufacturing control architectures have been proposed throughout the years displaying more or less success to adapt into different manufacturing situations. These architectures follow different design paradigms but recently the decentralization and distribution of the processing power into a set of cooperating and collaborative entities is becoming the trend. Despite of the effort spent, there is still the need to empower those architectures with evolutionary capabilities and self-organization mechanisms to enable the constant adaption to disturbances. This paper presents a behavioural mechanism embed in the ADACOR2 holons. A validation procedure for this mechanism is also presented and results extracted. This validation is achieved through the use of a benchmark and results are compared with classical hierarchical and heterarchical architectures as also with the ADACOR.

برای دانلود رایگان 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

Structural Self-organized Holonic Multi-Agent Manufacturing Systems

Worldwide systems are increasingly growing into unprecedented complexity levels. This increase of system complexity has to be tackled with new control approaches, where decentralization is playing an important role and particularly the Multi-Agent Systems and Holonic Systems. Despite the benefits of this distribution, new problems arise such as the need for entities coordination. This paper pro...

متن کامل

From System Requirements to Holonic Manufacturing System Analysis

Research on Holonic Manufacturing Systems (HMS) is undergoing a huge amount of interest and developments. In spite of the great amount of effort devoted to architectures and algorithms for holonic control of manufacturing systems there are little work about design methodologies. In this work we present a multi agent approach for analysis of HMS, it is based on an abstract agent definition and t...

متن کامل

Analysis and Design of Holonic Manufacturing Systems

Research on Holonic Manufacturing Systems (HMS) is undergoing a huge amount of interest and developments. In spite of the great amount of effort devoted to architectures and algorithms for holonic control of manufacturing systems there are little work about design methodologies. In this work we present a multi agent methodology for analysis and design of HMS, it is based on an abstract agent de...

متن کامل

Modeling Lateral Communication in Holonic Multi Agent Systems

Agents, in a multi agent system, communicate with each other through the process of exchanging messages which is called dialogue. Multi agent organization is generally used to optimize agents’ communications. Holonic organization demonstrates a self-similar recursive and hierarchical structure in which each holon may include some other holons. In a holonic system, lateral communication occurs b...

متن کامل

A Self-organized Multi Agent Decision Making System Based on Fuzzy Probabilities: The Case of Aphasia Diagnosis

Aphasia diagnosis is a challenging medical diagnostic task due to the linguistic uncertainty and vagueness, large number of measurements with imprecision, inconsistencies in the definition of Aphasic syndromes, natural diversity and subjectivity in test objects as well as in options of experts who diagnose the disease. In this paper we present a new self-organized multi agent system that diagno...

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

عنوان ژورنال:

دوره   شماره 

صفحات  -

تاریخ انتشار 2015