Cyber-Physical Power Systems State Estimation
Autor Arturo Bretas, Newton Bretas, Joao B.A. London Jr, Breno Carvalhoen Limba Engleză Paperback – 18 mai 2021
Specific sections introduce power flow problem in EPS, highlighting network component modeling and power flow equations for state estimation before addressing quasi static state estimation in electrical power systems using Weighted Least Squares (WLS) classical and alternatives formulations. Particularities of the state estimation process in distribution systems are also considered. Finally, the work goes on to address observability analysis, measurement redundancy and the processing of gross errors through the analysis of WLS static state estimator residuals.
- Develops advanced approaches to smart grid real-time monitoring through quasi-static model state estimation and non-synchronized measurements system models
- Presents a novel, extended optimization, physics-based model which identifies and corrects for measurement error presently egregiously discounted in classic models
- Demonstrates how to embed cyber-physical security into smart grids for real-time monitoring
- Introduces new approaches to calculate power flow in distribution systems and for estimating distribution system states
- Incorporates machine-learning based approaches to complement the state estimation process, including pattern recognition-based solutions, principal component analysis and support vector machines
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Specificații
ISBN-13: 9780323900331
ISBN-10: 032390033X
Pagini: 292
Dimensiuni: 152 x 229 x 23 mm
Greutate: 0.4 kg
Editura: ELSEVIER SCIENCE
ISBN-10: 032390033X
Pagini: 292
Dimensiuni: 152 x 229 x 23 mm
Greutate: 0.4 kg
Editura: ELSEVIER SCIENCE
Public țintă
Power system researchers primarily situated in universities and research institutions, including Ph.D. students, professors, and research engineersProfessional engineers and utility engineers responsible for power grid real-time monitoring, software developments and maintenance
Cuprins
1. Introduction to Cyber-Physical Power Systems State Estimation
2. Real-Time Operation of Power Systems
3. Power Flow in Electric Power Systems
4. Quasi Static State Estimation in Electric Power Systems
5. Qualitative Characteristics of Measurement Sets
6. Gross Errors Processing in Measurements
7. Methodology for Error Processing based on the Innovation Index
8. Data driven state estimation solutions
9. Dynamic State Estimation
2. Real-Time Operation of Power Systems
3. Power Flow in Electric Power Systems
4. Quasi Static State Estimation in Electric Power Systems
5. Qualitative Characteristics of Measurement Sets
6. Gross Errors Processing in Measurements
7. Methodology for Error Processing based on the Innovation Index
8. Data driven state estimation solutions
9. Dynamic State Estimation