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REAL TIME NON LINEAR CONSTRAINED MODEL PREDICTIVE CONTROL OF A GREENHOUSE

机译:温室实时非线性约束模型预测控制

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This paper describes the application of predictive control to the temperature regulation in agricultural processes. The main aim is to achieve climatic control of a greenhouse built in the Institute for Horticultural and Agricultural Engineering (ITG) of the University of Hannover (Germany). The MPC controller implemented here has the characteristic to take in account constraints in both manipulated and controlled variables using on-line linearisation, with very low computational burden. By means of a real time experiment, important advantages of the MPC algorithm are demonstrated, performance and mainly saving energy, using a soft optimal control effort. This controller has been compared with an adaptive PID controller.
机译:本文介绍了预测控制在农业过程温度调节中的应用。主要目的是实现对汉诺威大学(德国)园艺与农业工程学院(ITG)建造的温室的气候控制。此处实现的MPC控制器具有使用在线线性化考虑操作变量和受控变量的约束的特性,而计算负担却非常低。通过实时实验,展示了MPC算法的重要优势,性能,并且主要通过软优化控制来节省能源。该控制器已与自适应PID控制器进行了比较。

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