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综合运用模糊控制、神经网络和专家系统等智能控制技术，以及铝电解槽“三场”在线仿真技术，开发出了预焙铝电解槽智能模糊控制系统。系统采用两级分布式控制方式，并主要由实时控制（专家模糊控制器）、电解质温度与槽膛内形在线仿真、槽况诊断、以及组织与监视４个子系统构成。运行结果表明，该系统鲁棒性好，控制精度高，具有显著的增产节能效果和广泛的推广应用价值。
Based on the intelligent control technology of fuzzy control, neural network and expert system, and the “three field” simulation technology of aluminum reduction cell, the intelligent fuzzy control system of prebaked aluminum reduction cell was developed. The system uses two levels of distributed control, and is mainly composed of real-time control (expert fuzzy controller), electrolyte temperature and groove profile online simulation, slot diagnosis, and organization and monitoring of four subsystems. The running results show that the system has good robustness and high control precision, and has obvious effect of increasing energy-saving and energy-saving and wide application value.