학술논문

Fixed-Time Hierarchical Distributed Control for Flexible Thermostatically Controlled Loads
Document Type
Periodical
Source
IEEE Systems Journal Systems Journal, IEEE. 18(2):1344-1355 Jun, 2024
Subject
Components, Circuits, Devices and Systems
Computing and Processing
Optimization
Temperature sensors
Stability analysis
Temperature distribution
Power system stability
Frequency control
Numerical stability
Demand response (DR)
disturbance rejection
fair comfort level sharing
fixed time convergence
flexible thermostatically controlled loads (TCLs)
hierarchical distributed control
Language
ISSN
1932-8184
1937-9234
2373-7816
Abstract
With the growing integration of unpredictable renewable energy sources into the grid, achieving power balance has become an increasingly crucial challenge. To address this challenge, demand response has emerged as a promising solution. This article proposes a new demand-side flexible thermostatically controlled loads response strategy framework. Our method employs a hierarchical control framework that covers three layers of control, which consist of the optimization layer, coordination layer, and local control layer. The optimization layer employs a dynamic average consensus algorithm for economic optimization scheduling to maximize the sum of the aggregators' welfare functions. In the coordination layer, power is distributed fairly based on the comfort state, generating reference signals for the local control layer. The local control layer tracks these reference signals and employs integral sliding mode control to suppress the influence of unknown disturbances. The control objectives of the entire framework can be achieved in a fixed time, and the parameters in the framework are heterogeneous. Furthermore, the relationships between controller parameters and tracking performance are derived, and the upper bounds of settling time are estimated. Finally, we demonstrate the validity of our theoretical results through numerical simulations.