Reliable Control for Microgrids with Guaranteed Performances
How can we guarantee the performances including safety and sparsity during the whole operation process?
Sparse and safe control for Microgrids. In inverter-intensive microgrids (MGs), the inverters and external grids are expected to reach a synchronized desired frequency under regulations. To this end, the active power set-point acting as a control from a high-level controller is designed while considering two important performance metrics “sparsity” and “safety”, which are to reduce the information exchange between controllers and ensure that the frequency keeps in safety regions during the whole operation process. Our proposed control design framework allows the sparse linear feedback controller (SLFC) to be unified with a family of conditions for safe control using control barrier functions (CBF). A quadratic programming (QP) problem is then constructed, and the real-time control policy is obtained by solving the QP problem. Importantly, we also found that the real-time control for each inverter depends on the cross-layer communication network topology, which is the union of the one between controllers from SLFC and the one determined by the power flow network.
References
2023
- IEEE TIAA Novel Real-Time Control Approach for Sparse and Safe Frequency Regulation in Inverter Intensive MicrogridsIEEE Transactions on Industry Applications, 2023
2022
- IEEE IASSparse and Safe Frequency Regulation for Inverter Intensive MicrogridsIn 2022 IEEE Industry Applications Society Annual Meeting (IAS), 2022