The elaboration of a manufacturing flow connectivity model, based on Multi Agent System
MATEC Web of Conferences 105, 00011 (2017 )
DOI: 10.1051/ matecconf/201710500011
IWTSCE'16
The elaboration of a manufacturing flow connectivity model,
based on Multi Agent System
Lamyae Fahhama1,*, Abdellah Zamma1, Khalifa Mansouri1, and Zayer Elmajid1
1
Laboratory SSDIA, ENSET Mohammedia, Hassan II University of Casablanca
Abstract. Nowadays, manufacturing industries are operating in a highly complex and unforeseeable
economic context. Therefore, they tend, by necessity toward short term inter-firms coordination. Thus, found
increasingly located at the intersection of corporate networks, to overcome their inability to quickly meet the
needs of clients, facing thereby several complications related to the coordination between heterogeneous
entities. Managing the flow of a network, made up of different links became a major challenge. The appeals to
decision support tools and simulation are wished all the more to correlate the dynamics of the system and the
targeted objectives, to assess the configurations effectiveness. Thus, enhance their performance.
The aim of this paper was to establish a model of the industrial flow connectivity; Afterward, we’ve detailed a
network configuration model based on the multi-agents systems, to study the interactions between all the actors
and give a more realistic vision onto manufacturing coordination in the supply chain.
1 Introduction
At the beginning of the industrial era, the productivity has
been for a long time the principle guiding for a company.
Today, with the mutation of the competition and the
market globalization, companies became aware that a
local effort of improvement of their means of production
are not any more enough to reach the level of reactivity
and flexibility required to meet the needs of demanding
customers. Thus, a tight collaboration and an integration
of the various actors of the supply chain turn out,
essential to face the exacerbated requests to meet client’s
satisfaction through the deadline, the cost, the quality of
service provided, etc.
Hence, to face these stakes, manufacturing companies,
broke more and more of their design activities of
production and assembly to the inside of their chain,
therefore they’re brought to search and benefits from the
expertise of potential partners. Thereby, having a multisite, multi-trades design, so they can better respond to the
needs of the customers. Changing from a one-level
structure to a complex multi-level configuration, that is
manufacturing network.
In this perspective, the configuration of manufacturing
networks constitutes a problematic major industrial, more
particularly in a context of heterogeneous levels. The
piloting of the dynamics of the flow of production and the
assessment of the performance of the logistics chain
incorporated is crucial. It is concerned more precisely to
the configuration of a new link or a company Ein
combines with a level below a manufacturing
network, also named the connectivity of flows [1]. This
organizational coalition can be characterized by a number
of attributes describing the operating system and the
*
control one of the manufacturing company. These
attributes allow defining firms profile able to integrate a
manufacturing network. Therefore, supply chain
coordination (SCC) offers means to understand and
analyze a SC as a set of dependencies both in physical
flows, as well as in informational flows.
Our
contribution approach is to appraise how efficient the
process connectivity in supply chain, made up of
heterogeneous, but yet compatible profiles of companies
can be. Using communicating agent architecture. The
objective of this approach is the anticipation and the
evaluation of different scenarios and the detection of the
less performing configurations.
Our article is organized as follows: The next section
presents a literature review in relation to our work is
given; the section 3 introduces our model of flow
connectivity in the manufacturing supply chain. In
sections 4 we formalize the method of coalitions linking
adapted to the distributed coordination by a multi-agent
approach. Furthermore, we explain the interactions
necessary for its implementation. Finally, we conclude on
this work.
2 The modeling and the simulation
of flow connectivity in manufacturing
networks
2.1 The flow connectivity
In the Supply chain, manufacturer maintains various
types of flow. It may be an information flow, relating to
supplies or to the design of products, a financial flow, or
even a materials flow raw materials and parts of assembly
up to finished products. Coordinating the flow between
Corresponding author:
© The Authors, published by EDP Sciences. This is an open access article distributed under the terms of the Creative Commons Attribution
License 4.0 (http://creativecommons.org/licenses/by/4.0/).
MATEC Web of Conferences 105, 00011 (2017 )
DOI: 10.1051/ matecconf/201710500011
IWTSCE'16
the mathematical optimization and the DAI modeling for
the development of its system.
It is obvious that, what has been discussed, in the
literature around the connectivity of the process of
manufacturing networks, established in a supply chain
are, either centered on particular industrial problems, or
have a qualitative character and thus not reflecting reality.
The taking into account of the special features related to
planning modes, control of type of production and
response to the demand are rarely discussed. Yet they
make this system more efficient (reduce delays and
stocks and make consistent links). A better model for
process connectivity can be proposed, allowing the assets
of the performance in an early phase.
two companies then returns, to ensure that the
information flows reliably and rapidly between them and
that the satisfaction of the customer need be realized in
time, with the least cost and the minimum levels of
inventory [2-3].
The problems of flow management discussed in the
literature are focused as well at the global level between
several actors in the SC (inter), that within the activities
of one of the actors (intra) [4].
Whereas, researchers were interested in the integration
and coordination of the actors of the SC, in order to make
the flow more fluid, agile and responsive to the dynamics
of the market [4-6]. They had proposed solutions for the
management of the SC often requiring a modification of
the organizational, facilitated by the implementation of
the new technologies of information and communication.
However, the cumbersome and the difficulty of
implementing these approaches, often pose problems. In
particular, small and medium-sized enterprises, the fact
of the rigidity and the limitation of their financial means,
cannot always be involved in projects of major
restructuration of their organizations [7].
2.2 The modeling and
connectivity
the simulation of
Our contribution fallows the same approach of modeling
and simulation, to respond to the problem of the
configuration of the manufacturing links, (...truncated)