电力系统分析新兴技术(英文)

.2.4 probabilistic vs deterministic approaches
2.5 phasor measurement units
2.6 topological methods
2.7 power system vulnerability assessment
2.8 summary
references
3 data mining techniques and its application in power industry
3.1 introduction
3.2 fundamentals of data mining
3.3 correlation, classification and regression
3.4 available data mining tools
3.5 data mining based market data analysis
3.5.1 introduction to electricity price forecasting
3.5.2 the price spikes in an electricity market
3.5.3 framework for price spike forecasting
3.5.4 problem formulation of interval price forecasting
3.5.5 the interval forecasting approach
3.6 data mining based power system security assessment
3.6.1 background
3.6.2 network pattern mining and instability prediction
3.7 case studies
3.7.1 case study on price spike forecasting
3.7.2 case study on interval price forecasting
3.7.3 case study on security assessment
3.8 summary
references
4 grid computing
4.1 introduction
4.2 fundamentals of grid computing
4.2.1 architecture
4.2.2 features and functionalities
4.2.3 grid computing vs parallel and distributed computing
4.3 commbnly used grid computing packages
4.3.1 available packages
4.3.2 projects
4.3.3 applications in power systems
4.4 grid computing based security assessment
4.5 grid computing based reliability assessment
4.6 grid computing based power market analysis
4.7 case studies
4.7.1 probabilistic load flow
4.7.2 power system contingency analysis
4.7.3 performance comparison
4.8 summary
references
5 probabilistic vs deterministic power system stability and reliability assessment
5.1 introduction
5.2 identify the needs for the probabilistic approach ..
5.2.1 power system stability analysis
5.2.2 power system reliability analysis
5.2.3 power system planning
5.3 available tools for probabilistic analysis
5.3.1 power system stability analysis
5.3.2 power system reliability analysis
5.3.3 power system planning
5.4 probabilistic stability assessment
5.4.1 probabilistic transient stability assessment methodology
5.4.2 probabilistic small signal stability assessment methodology
5.5 probabitistic reliability assessment
5.5.1 power system reliability assessment
5.5.2 probabilistic reliability assessment methodology
5.6 probabilistic system planning,
5.6.1 candidates pool construction
5.6.2 feasible options selection
5.6.3 reliability and cost evaluation
5.6.4 final adjustment
5.7 case studies
5.7.1 a probabilistic small signal stability assessment example
5.7.2 probabilistic load flow
5.8 summary
references
6 phasor measurement unit and its application in modern power systems
6.1 introduction
6.2 state estimation
6.2.1 an overview
6.2.2 weighted least squares method
6.2.3 enhanced state estimation
6.3 stability analysis
6.3.1 voltage and transient stability
6.3.2 small signal stability--oscillations
6.4 event identification and fault location
6.5 enhance situation awareness
6.6 model validation
6.7 case study
6.7.1 overview
6.7.2 formulation of characteristic ellipsoids
6.7.3 geometry properties of characteristic ellipsoids
6.7.4 interpretation rules for characteristic ellipsoids
6.7.5 simulation results
6.8 conclusion
references
7 conclusions and future trends in emerging techniques
7.1 identified emerging techniques
7.2 trends in emerging techniques
7.3 further reading
7.3.1 economic impact of emission trading schemes and
carbon production reduction schemes
7.3.2 power generation based on renewable resources such as wind
7.3.3 smart grid
7.4 summary
references
appendix
a.1 weibull distribution
a1.1 an illustrative example
a.2 eigenvalues and eigenvectors
a.3 eigenvalues and stability
references
index ...