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Real time implementation of MPC in bottle washer machine for small scale beverage industry

机译:MPC在小型饮料行业洗瓶机中的实时实施

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Temperature is the most critical parameter to ensure the proper cleaning of beverage containers in bottle washer machine. The requirement and importance of temperature control of different treatment zones of bottle washer machine for small scale beverage industry has been discussed. The sample water heating tank has been considered as the treatment zone of the bottle washer machine. The temperature control of the sample water heating tank with VIPA 315-SB PLC using PID control has been discussed and implemented. Two tuning methods for PID control, namely Ziegler Nichols tuning and auto-tuning have been discussed and implemented. The novel approach for implementation of MPC using OPC server and MATLAB as an OPC client has been discussed and implemented for sample water heating tank system. The comparison between PID and MPC temperature control schemes have been shown in terms various performance indices. The results show that MPC provides better control and better performance compared to PID control scheme.
机译:温度是确保正确清洗洗瓶机中饮料容器的最关键参数。讨论了小型饮料行业洗瓶机不同处理区温度控制的要求和重要性。样品水加热箱已被视为洗瓶机的处理区域。讨论并实现了使用PIDA控制的VIPA 315-SB PLC对样品水加热箱的温度控制。已经讨论并实现了两种PID控制的整定方法,即Ziegler Nichols整定和自动整定。讨论了使用OPC服务器和MATLAB作为OPC客户端来实现MPC的新颖方法,并将其用于样品水加热罐系统。 PID和MPC温度控制方案之间的比较已通过各种性能指标进行了说明。结果表明,与PID控制方案相比,MPC提供了更好的控制和更好的性能。

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