Abstract
This article presents a hardware-in-the-loop (HIL) based modeling approach for simulating impacts of unreliable communication on the performance of centralized volt-var control and for developing an encoding method to mitigate the impacts. First, an asynchronous real-time HIL simulation platform is introduced to enable multi-rate co-simulation of a distribution system with many inverter-based distributed energy resources (DERs). The distribution system is modeled by milliseconds phasor-based models and the DERs are modeled by micro-seconds power electronic models. Communication connections between a centralized volt-var controller (modeled externally to the HIL testbed) and smart inverters are built by implementing Modbus links and the Long Term Evolution network. On this co-simulation platform, an enhanced, augmented Lagrangian multiplier based encoded data recovery (EALM-EDR) algorithm for mitigating the impact of unreliable communication is developed and validated. Simulation results demonstrate the efficacy of using the HIL-based co-simulation platform as a power grid digital twin for developing algorithms that coordinate a large number of heterogeneous control systems through wired and wireless communication links.
Original language | American English |
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Article number | 9266081 |
Pages (from-to) | 2496-2507 |
Number of pages | 12 |
Journal | IEEE Transactions on Smart Grid |
Volume | 12 |
Issue number | 3 |
DOIs | |
State | Published - May 2021 |
Bibliographical note
Publisher Copyright:© 2010-2012 IEEE.
NREL Publication Number
- NREL/JA-5D00-78729
Keywords
- Augmented Lagrangian multiplier
- data recovery
- distribution
- hardware-in-the-loop
- volt-var control