Research on Intelligent Real time Monitoring System based on Neural Network Optimization

Changhui Wang
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Abstract

A mathematical model composed of artificial intelligence neural network (BP) and genetic algorithm (GA) is proposed. Taking advantage of the neural network, the genetic algorithm overcomes the defect that the neural network is easy to fall into the local minimum error. Combining the soft measurement technology of DO concentration with the computer automatic control technology, the intelligent monitoring scheme of the sewage treatment process is designed, the overall structure and function of the system are given, the fuzzy system is applied to the particle swarm optimization algorithm, and the dynamic adjustment inertia is established. Fuzzy rules for weights. Simulation research by optimizing the extreme point of the test function.
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基于神经网络优化的智能实时监控系统研究
提出了一种由人工智能神经网络(BP)和遗传算法(GA)组成的数学模型。遗传算法利用神经网络的优点,克服了神经网络容易陷入局部最小误差的缺陷。将DO浓度软测量技术与计算机自动控制技术相结合,设计了污水处理过程的智能监控方案,给出了系统的总体结构和功能,将模糊系统应用于粒子群优化算法,建立了动态调整惯性。权重的模糊规则。通过优化测试函数极值点进行仿真研究。
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