학술논문

Design and Validation of a Distributed Observer-Based Estimation Scheme for Power Grids
Document Type
Periodical
Source
IEEE Transactions on Control Systems Technology IEEE Trans. Contr. Syst. Technol. Control Systems Technology, IEEE Transactions on. 28(2):680-687 Mar, 2020
Subject
Signal Processing and Analysis
Communication, Networking and Broadcast Technologies
Computing and Processing
Robotics and Control Systems
Power grids
Observers
Generators
Mathematical model
Voltage measurement
Power measurement
Large-scale systems
observers
power systems
state estimation
variable structure systems
Language
ISSN
1063-6536
1558-0865
2374-0159
Abstract
This brief presents a novel estimation scheme for power grids based on distributed observers. Assuming only the generator voltage phase angles are measured and the electrical load active power demands are specified, we design an observer for each bus of the power grid, exploiting only knowledge of local information about the power system. In particular, we propose a super-twisting-like sliding mode observer to estimate the frequency deviation for each generator bus and a so-called algebraic observer to estimate the load voltage phase angle for each load bus based on distributed iterative algorithms. The observer-based estimation scheme is validated by considering the IEEE 39 bus SimPowerSystems model.