no code implementations • 6 Nov 2024 • Feiran Zhao, Ruohan Leng, Linbin Huang, Huanhai Xin, Keyou You, Florian Dörfler
In this paper, we propose an adaptive data-driven control method, called data-enabled policy optimization (DeePO), to stabilize power converters by using only online input-output data.
no code implementations • 20 Apr 2024 • Xiuqiang He, Maitraya Avadhut Desai, Linbin Huang, Florian Dörfler
The cross-forming concept addresses the need for inverters to remain grid-forming (particularly voltage angle forming, as required by grid codes) while managing fault current limitation.
no code implementations • 11 Apr 2024 • Maitraya Avadhut Desai, Xiuqiang He, Linbin Huang, Florian Dörfler
In this paper, we investigate the transient stability of a state-of-the-art grid-forming complex-droop control (i. e., dispatchable virtual oscillator control, dVOC) under current saturation.
no code implementations • 25 Mar 2024 • Fuyilong Ma, Huanhai Xin, Zhiyi Li, Linbin Huang
To satisfy dynamic requirements of power systems, it is imperative for grid-tied inverters to ensure good disturbance rejection performance (DRP) under variable grid conditions.
no code implementations • 31 Jan 2024 • Verena Häberle, Xiuqiang He, Linbin Huang, Eduardo Prieto-Araujo, Florian Dörfler
In this paper, we propose a systematic closed-loop approach to provide optimal dynamic ancillary services with converter-interfaced generation systems based on local power grid perception.
no code implementations • 29 Dec 2023 • Fuyilong Ma, Huanhai Xin, Zhiyi Li, Linbin Huang
In this paper, we focus on the impact regularity of complex power on the small-signal synchronization stability of the MCPS.
no code implementations • 15 Oct 2023 • Xiuqiang He, Linbin Huang, Irina Subotić, Verena Häberle, Florian Dörfler
In this paper, we analytically study the transient stability of grid-connected converters with grid-forming complex droop control, also known as dispatchable virtual oscillator control.
no code implementations • 2 Oct 2023 • Verena Häberle, Linbin Huang, Xiuqiang He, Eduardo Prieto-Araujo, Florian Dörfler
Namely, we translate the piece-wise linear time-domain curves for active and reactive power provision in response to a frequency and voltage step change into a desired rational parametric transfer function in the frequency domain, which defines a dynamic response behavior to be realized by the converter.
no code implementations • 14 Sep 2023 • Linbin Huang, Dan Wang, Xiongfei Wang, Huanhai Xin, Ping Ju, Karl H. Johansson, Florian Dörfler
This paper proposes decentralized stability conditions for multi-converter systems based on the combination of the small gain theorem and the small phase theorem.
no code implementations • 4 Sep 2023 • Cheng Feng, Linbin Huang, Xiuqiang He, Yi Wang, Florian Dörfler, Qixin Chen
To address this gap, this paper defines the joint oscillation damping and inertia provision services at the system level, seeking to encourage converter-interfaced generation to provide enhanced damping and fast frequency response capabilities.
no code implementations • 29 Apr 2023 • Verena Häberle, Linbin Huang, Xiuqiang He, Eduardo Prieto-Araujo, Roy S. Smith, Florian Dörfler
A fast and accurate grid impedance measurement of three-phase power systems is crucial for online assessment of power system stability and adaptive control of grid-connected converters.
1 code implementation • 30 Nov 2022 • Wenqi Cui, Linbin Huang, Weiwei Yang, Baosen Zhang
Off-policy and Offline RL methods have been proposed to reduce the number of interactions with the physical environment by learning control policies from historical data.
no code implementations • 21 Sep 2022 • Huanhai Xin, Chenxi Liu, Xia Chen, Yuxuan Wang, Eduardo Prieto-Araujo, Linbin Huang
Based on our analysis, we further study the problem of how to configure GFM converters in the grid and how many GFM converters we will need.
no code implementations • 4 Jun 2022 • Linbin Huang, John Lygeros, Florian Dörfler
This paper presents a robust and kernelized data-enabled predictive control (RoKDeePC) algorithm to perform model-free optimal control for nonlinear systems using only input and output data.
no code implementations • 15 May 2021 • Linbin Huang, Jianzhe Zhen, John Lygeros, Florian Dörfler
The proposed framework enables us to obtain model-free optimal control for LTI systems based on noisy input/output data.
no code implementations • 5 Apr 2021 • Huisheng Gao, Hui Yuan, Huanhai Xin, Linbin Huang, Chaoyou Feng
Then, we present how the initial RoCoF of the nodal frequencies are related to the inertia constants of multiple generators in a power network, which leads to a performance metric to analyze nodal frequency performance.
no code implementations • 8 Dec 2020 • Linbin Huang, Jianzhe Zhen, John Lygeros, Florian Dörfler
Moreover, when the input/output constraints are inactive, the quadratic regularization leads to a closed-form solution of the DeePC algorithm and thus enables fast calculations.
no code implementations • 8 Jul 2020 • Chaoran Yang, Linbin Huang, Huanhai Xin, Ping Ju
Nonetheless, it has not been theoretically revealed how the placement of grid-forming converters enhances the small-signal stability of power systems integrated with large-scale PLL-based converters.
no code implementations • 27 Nov 2019 • Linbin Huang, Jeremy Coulson, John Lygeros, Florian Dörfler
Further, we discuss how to relieve the computational burden of the Min-Max DeePC by reducing the dimension of prediction uncertainty and how to leverage disturbance feedback to reduce the conservativeness of robustification.