21 Mar 2022

168

Model Predictive Control (MPC)

Format: APA

Academic level: College

Paper type: Capstone Project

Words: 284

Pages: 1

Downloads: 0

Model Predictive Control, MPC, is an approach that is commonly used in the process industry and has proven to be an outstanding track recorder. It is a means of handling large multivariable restricted management issues (Mehrizi-Sani, 2017). 

MPC generally receives the sensor indicators and the previous management inputs to the plant. It then determines the optimal management actions. This particular approach has been conventionally and triumphantly used in the process sector and recently for hybrid systems as well (Mehrizi-Sani, 2017). The management action is gotten through minimization of an objective operation at every time step over a determinate horizon subject to the equivalences and restrictions of the model.

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The Neutral-Point-Clamped inverter, NPC, is commonly used in various applications in different fields such as renewable energy production. It provides important benefits over the 2-level Voltage Source Inverter (Mehrizi-Sani, 2017). However, it possesses unbalanced voltage stress across the semiconductor power controls. This unevenness then restricts the switching frequency, reducing the output power for the NPC inverter. 

A number of benefits have been associated with MPC, for instance the fact that it provides firm management via transitions, thus allowing functions closer to restrictions (Mehrizi-Sani, 2017). It also allows operations to react proactively and adaptively to instabilities. MPC is also beneficial in that it is considered a flexible approach that manages technology so that solutions can be designed to best balance process conditions. 

Conclusively, Model Predictive Control is a rather established technology and approach for Advanced Process Control in various manufacturing uses such as kilns, distillation columns, and blending. The approach also has the evidenced competence to provide management solutions using restraints, feedback, and feed-forward to address multivariable procedures with processes and delays with firm collaborative loops. MPC gives the control engineer is able to focus on the management issue, leaving the rest of the problems to the platform. 

Reference

Mehrizi-Sani, A. (2017). ‘Chapter 2 – Distributed Control Techniques in Microgrids.’ Advanced Control Methods and Renewable Energy System Integration . Pp. 43 – 62. 

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StudyBounty. (2023, September 14). Model Predictive Control (MPC).
https://studybounty.com/model-predictive-control-mpc-capstone-project

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