Distributed model predictive control for plant-wide systems by Shaoyuan Li, Yi Zheng
By Shaoyuan Li, Yi Zheng
A finished exam of DMPC thought and its technological purposes A complete exam of DMPC thought and its technological purposes from simple via to complicated point a scientific advent to DMPC expertise offering vintage DMPC coordination options, research in their functionality, and layout tools for either unconstraint and constraint platforms comprises the procedure partition methods, coordination recommendations, the functionality research and the way to layout stabilized DMPC lower than various coordination ideas provides important theories and applied sciences which can. Read more...
summary: A finished exam of DMPC thought and its technological functions A finished exam of DMPC conception and its technological purposes from simple via to complicated point a scientific advent to DMPC know-how delivering vintage DMPC coordination suggestions, research in their functionality, and layout tools for either unconstraint and constraint platforms contains the method partition equipment, coordination options, the functionality research and the way to layout stabilized DMPC less than assorted coordination suggestions provides worthwhile theories and applied sciences which could
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Extra resources for Distributed model predictive control for plant-wide systems
This strategy bypasses and does not solve the problem of how to improve the global performance when strong interactions exist among the subsystems each of which is controlled by a separated controller. Unfortunately, in most cases, strong couplings exist in the plant-wide system. 7, and is called hierarchical coordinating decentralized control. Through different coordinating algorithms, the global performance of the entire system could be significantly improved if strong interactions exist. However, all local controllers should communicate with the coordinator as the global information is necessary for the coordinator.
Step 2. 2 to calculate Δu(k); • implement u(k) = u(k − 1) + Δu(k). Step 3. Let at time k + 1. Let k + 1 → k, go to Step 2. 4 33 Dual Mode Predictive Control From the above, it is obvious that, compared with other control technologies, MPC has powerful abilities to deal with the constraints. However, the early version of MPC for process control did not address stability theoretically so that they are not automatically stabilizing. A common method to obtain the stability of the early version of MPC is to increase the length of the control horizon, which indicates the stability property of an infinite horizon predictive control scheme.
In addition, MPC is rather a methodology than a single technique. The difference in the various methods is mainly the way the problem is translated into a mathematical formulation. However, in all methods three important items are recognizable in the design procedure: the prediction model, receding horizon optimization, and the output feedback and correction. , power and energy network, large chemical processes), the classical centralized MPC, where a control agent is able to acquire the information of the global system and could obtain a good global performance, is often impractical to apply to a large-scale system for some reasons: (1) there are hundreds of inputs and outputs.