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PROCESS NEURON NETWORK CONTROL SYSTEM AND METHOD FOR ITS CONFIGURATION WHILE TEACHING

机译:教学过程神经元网络控制系统及其配置方法

摘要

The neuron network process controlling system relates to computer information control systems and can be used in the construction of intelligent computer-aided control systems of dynamic processes or objects. The system comprises an external entity, at least, one process environmental control and a Programmable Automation Controller, a database, a display monitor and a computer. Herewith it additionally comprises a neuron network control programmable controller-synthesizer to include a neuron network teaching control, a control function neuron network emulator, control training neuron network controller and database. The database involves generic model control bank, a evolutionary simulation genetic algorithm bank, training custom pattern library of artificial neuron networks, control calculus system of errors, a situation analyzer and a strategy selection. For each process environmental control there is an external object controlling control neuron controller. The external object is connected sensors, actuating mechanisms, an analogue and discrete signal module, a videocamera and an external object control neuron network actuating controller. The technical result is synthesis problem solution and simulation of dynamic control environmental object operating characteristics with opportunities of forecasting and analysis of their conduct with selection target for optimal control and implementing it with the help of corresponding peripheral devices, carrying out system diagnostics and external objects.
机译:神经网络过程控制系统涉及计算机信息控制系统,可用于构建动态过程或对象的智能计算机辅助控制系统。该系统包括外部实体,至少一个过程环境控制和可编程自动化控制器,数据库,显示监视器和计算机。因此,它还包括神经元网络控制可编程控制器-合成器,以包括神经元网络示教控制,控制功能神经元网络仿真器,控制训练神经元网络控制器和数据库。该数据库包括通用模型控制库,进化模拟遗传算法库,训练的人工神经元网络定制模式库,错误的控制演算系统,情况分析器和策略选择。对于每个过程环境控制,都有一个外部对象控制神经元控制器。外部对象是连接的传感器,执行机构,模拟和离散信号模块,摄像机以及外部对象控制神经元网络执行控制器。技术成果是综合问题解决方案和动态控制环境对象运行特性的仿真,并有机会预测和分析其行为,并选择目标进行最佳控制,并在相应外围设备的帮助下实施,进行系统诊断和外部对象。

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