Implementation of A Management Algorithm in The Spring White Cake Processing Using Multi-Agent System

Yigui Zhong, Mingfeng Ye, Wencong Yang, J. Cai, Yang Liu
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引用次数: 1

Abstract

This design takes "The spring white cake" as an example to study the application of multi-agent system in food processing. The processing of "The spring white cake" is realized through agent programming. The processing includes four steps: cooking, mixing, forming and packaging. The cooking process uses PID control algorithm, and the mixing, forming and packaging process uses 0-1 digital control, which makes it easy to operate Matlab / Simulink is used for modeling and simulation. Agent programming control can improve the accuracy of processing, effectively reduce the error of manual operation and reduce the consumption of manpower. Therefore, multi-agent processing system has great significance. Multi-agent system (M.A.S.) is composed of multiple interacting agents, one of which is a computing entity. It can be a software program, a robot or a controller, etc. Multiple agents in the same environment interact to form a computing system, to some extent, they can run independently to achieve their design goals. In this design, we use the environment built by jade and MATLAB / Simulink to design the multi-agent system. The characteristics of multi-agent system, such as autonomy, fault tolerance, flexibility, scalability and coordination, make it well applied in practical fields. At present, multi-agent system has been widely used in aircraft formation, sensor network, data fusion, multi manipulator cooperative equipment, parallel computing, multi robot cooperative control, traffic vehicle control, network resource allocation and other fields.
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一种管理算法在春白饼加工中的多智能体实现
本设计以“春白糕”为例,研究多智能体系统在食品加工中的应用。通过智能体编程实现“春白糕”的加工。加工过程包括四个步骤:烹饪、搅拌、成型和包装。蒸煮过程采用PID控制算法,混合、成型和包装过程采用0-1数字控制,操作方便,采用Matlab / Simulink进行建模和仿真。代理编程控制可以提高加工精度,有效减少人工操作的误差,减少人力的消耗。因此,多智能体处理系统具有重要的意义。多智能体系统由多个相互作用的智能体组成,其中一个智能体是一个计算实体。它可以是软件程序、机器人或控制器等。同一环境中的多个智能体相互作用形成一个计算系统,在一定程度上,它们可以独立运行以实现其设计目标。在本次设计中,我们使用jade搭建的环境和MATLAB / Simulink来设计多智能体系统。多智能体系统的自主性、容错性、灵活性、可扩展性和协调性等特点使其在实际领域得到了很好的应用。目前,多智能体系统已广泛应用于飞机编队、传感器网络、数据融合、多机械手协同装备、并行计算、多机器人协同控制、交通车辆控制、网络资源分配等领域。
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