Coordinated Frequency and Voltage Optimal Control of Wind Farm With Nonlinear Power Constraints

Zhang, Yuanhang; Kou, Peng; Zhang, Zhihao; Li, Hua; Li, X. Rong; Liang, Deliang

doi:10.1109/jsyst.2023.3273569

IEEE Systems Journal

2023

DOI: 10.1109/jsyst.2023.3273569

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Coordinated Frequency and Voltage Optimal Control of Wind Farm With Nonlinear Power Constraints

Yuanhang Zhang

Peng Kou

Zhihao Zhang

et al.

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2024

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Cited by 3 publications

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Concurrent learning for adaptive pontryagin's maximum principle of nonlinear systems with inequality constraints

Zhang,

Jia

2024

Intl J Robust & Nonlinear

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In this article, a finite‐horizon adaptive Pontryagin's maximum principle is presented for nonlinear systems with state inequality constraints. Concurrent learning (CL) technique is adopted to identify the unknown parameters of the dynamic systems. Based on the identification model, a novel adaptive iterative algorithm under the Pontryagin's framework is introduced to learn the finite‐horizon optimal control solution. Convergence analysis of the algorithm is provided by showing that the cost function sequence is monotonically decreasing. Furthermore, we extend the adaptive iterative algorithm to time‐varying nonlinear systems. The new algorithm overcomes the technical obstacles of the existing adaptive/approximate dynamic programming (ADP) approaches to deal with the time‐varying characteristic of Hamilton–Jacobi–Bellman (HJB) partial differential equation (PDE), especially when state constraints exist. Simulation examples are carried out to validate the effectiveness of the theoretical results.

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Concurrent learning for adaptive pontryagin's maximum principle of nonlinear systems with inequality constraints

Zhang,

Jia

2024

Intl J Robust & Nonlinear

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A variable droop coefficient-based reactive power coordinated control strategy in wind farm

Xian,

Wu,

Xie

et al. 2024

Electr Eng

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Optimal Sizing and Siting of BESS in High Wind Penetrated Power Systems: A Strategy Considering Frequency and Voltage Control

Zhang,

Kou,

Zhang

et al. 2024

IEEE Trans. Sustain. Energy

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Coordinated Frequency and Voltage Optimal Control of Wind Farm With Nonlinear Power Constraints

Cited by 3 publications

References 32 publications

Concurrent learning for adaptive pontryagin's maximum principle of nonlinear systems with inequality constraints

Concurrent learning for adaptive pontryagin's maximum principle of nonlinear systems with inequality constraints

A variable droop coefficient-based reactive power coordinated control strategy in wind farm

Optimal Sizing and Siting of BESS in High Wind Penetrated Power Systems: A Strategy Considering Frequency and Voltage Control

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