基于PID和MPC的电动汽车智能电网负荷频率控制

Rafiq Asghar, A. Ali, F. Rehman, R. Ullah, K. Ullah, Z. Ullah, M. Sarwar, B. Khan
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引用次数: 7

摘要

为了保证智能电网的可靠性和安全性,一个熟练的LFC方案是非常必要的。然而,由于波动较大,LFC义务并不完全可行。因此,为了克服这一不足,在SG中采用了电动汽车系统来调节频率和联络线功率变化。EV系统的分散性有助于LFC补偿体积不足。本文综合分析了负载扰动对电动汽车SG系统的影响。采用四个不同的控制区域进行观察,并在不同的采样时间预测负载的变化。通过matlab仿真,比较了采用PID、Ce-MPC和De-PMC控制器对负载扰动的影响。模拟结果还考虑了每个控制区对通过联络线耦合的邻近区域的影响。结果表明,在参数控制方面,De-MPC优于其他控制器,提高了基于SG的电动汽车的稳定性。
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Load Frequency Control for EVs based Smart Grid System using PID and MPC
For the Smart Grid (SG) reliability and security, a proficient LFC scheme is highly imperative. However, due to large oscillations, the LFC obligation is not fully viable. Thus, to overcome this inadequacy, an EVs system is employed in the SG that regulates both the frequency and tie-line power variations. The dispersed nature of the EV system facilitates the LFC in compensating the volume insufficiency. In this paper, a comprehensive analysis has been conducted that appraises the impact of load disturbance on the EVs based SG system. Four different control areas are taken for observation and changes in load are anticipated at various sampling times. Matlab-based simulations are carried out that compared the consequences of the load disturbance when the system adapted the PID, Ce-MPC and De-PMC controllers. Simulation outcomes also considered the influences of each control area on its neighbouring area that is coupled through a tie-line. From the results, it is concluded that the De-MPC has edged over other controllers in term of parameter control and improves the stability of the EVs based SG.
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