基于状态空间模型的芒果出口制冷系统NMPC设计与仿真

Jean C. Campos, Jose Manrique-Silupu, W. Ipanaqué
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引用次数: 0

摘要

提出了一种基于状态空间模型的非线性预测控制器,并将其应用于具有偏方程的芒果冷藏保鲜动态模型。制冷系统广泛应用于食品工业,对Perú的农产品出口部门至关重要,该部门的主要产品是芒果、香蕉和葡萄。先进的控制策略有可能提高制冷过程的能源效率,同时确保农产品出口所需的质量。本文提出了一个基于热力学基本原理和该系统中所有元素的传热的动态模型设计的NMPC,在一个模拟工厂中实现,从一个具有蒸发器切换操作模式的数学模型中实现,该模型先前经过验证以确保与真实工厂相似的行为,并与PID控制器进行比较以检查控制效率。
本文章由计算机程序翻译,如有差异,请以英文原文为准。
Design and Simulation of NMPC based on state space model applied to refrigeration system for mango exportation
This paper presents a nonlinear predictive controller based on state space model applied to a dynamic model with partial equations of refrigeration for mango preservation. Refrigeration systems are widely used in the food industry and are essentially important for the Perú's agro-export sector, the main products in this sector are mango, banana, and grape. Advanced control strategies offer the potential to increase the energy efficiency of refrigeration processes while ensuring the quality required for agro-export products. This paper proposes a NMPC designed from a dynamic model based on the fundamentals of thermodynamics and heat transfer of all the elements involved in this system, implemented in a simulated plant from a mathematical model with a switching mode of operation in the evaporator that was previously validated to ensure a similar behavior to a real plant and has been compared with a PID controller to check the control efficiency.
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