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Perturbed cooperative-state feedback strategy for model predictive networked control of interconnected systems
1Cambridge CARES, Nanyang Technological University, 1 CREATE Way, Lvl. 5, No. 5, CREATE Tower 138602, Singapore.
ISA Transactions
|October 11, 2017
Summary
A new perturbed cooperative-state feedback (PSF) strategy effectively controls interconnected systems despite data losses and network issues. This approach ensures stability in decentralized model predictive control for power systems.
Area of Science:
- Control Systems Engineering
- Networked Systems
- Power Systems
Background:
- Interconnected systems face challenges with sensor data losses and communication network disruptions.
- Decentralized control is crucial for managing complex, large-scale systems like power grids.
- Existing control strategies may not adequately address combined data and network integrity issues.
Purpose of the Study:
- To introduce a novel perturbed cooperative-state feedback (PSF) strategy for robust control of interconnected systems.
- To address and resolve issues related to sensor data losses and communication network breaks.
- To demonstrate the effectiveness of the PSF strategy in a decentralized model predictive control (MPC) framework.
Main Methods:
- The proposed PSF strategy integrates a cooperative-state feedback component with a perturbation variable.
- Implementation within a decentralized model predictive control (MPC) scheme.
- Ensuring system stability using a stability constraint and a non-monotonic storage function (ΔV(x(k))≥0) derived from dissipative systems theory.
Main Results:
- The PSF strategy effectively manages sensor data losses and communication network breaks.
- The decentralized MPC scheme with the PSF strategy maintains system stability.
- Numerical simulations for automatic generation control in power systems validate the strategy's performance.
Conclusions:
- The perturbed cooperative-state feedback (PSF) strategy offers a robust solution for controlling interconnected systems with communication uncertainties.
- The integration of PSF within decentralized MPC provides a stable and effective control framework.
- The approach is particularly effective for applications like automatic generation control in power systems.
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