• Basic Concepts • Passive Components that Dissipate Energy (R’s) • Basic Network Analysis Techniques • Passive Components that Store Energy (L’s & C’s) • Introduction to RL & RC Circuits

1 Introduction 2 Load Flow Analysis 3 Economic Operation of Power Systems 4 Optimal Load Flow 5 Unit Commitment 6 Load Frequency Control 7 Control of Interconnected Systems 8 Voltage and Reactive Power Control 9 Introduction to Advanced Topics

1 The How, When, and Why of Mathematics Spotlight: George Polya Tips on Doing Homework 2 Logically Speaking 3 Introducing the Contrapositive and Converse 4 Set Notation and Quantifiers Tips on Quantification 5 Proof Techniques Tips on Definitions …… 10 Relations Tips on Reading Mathematics 11 Partitions Tips on Putting It All Together 12 Order in the Reals 13 Consequences of the Completeness of R Tips: You Solved ItNow What? 14 Functions, Domain, and Range Spotlight: The Definition of Function 15 Functions, One-to-One, and Onto 16 Inverses 17 Images and Inverse Images Spotlight: Minimum or Infimum? 18 Mathematical Induction 19 Sequences 20 Convergence of Sequences of Real Numbers 21 Equivalent Sets 22 Finite Sets and an Infinite Set 23 Countable and Uncountable Sets 24 The Cantor–Schroder–Bernstein Theorem Spotlight: The Continuum Hypothesis ……

§6–1 理想气体状态方程用于实际气体偏差 §6–2 范德瓦尔方程和R-K方程 §6-3 维里（Virial）方程 §6-4 对应态原理与通用压缩因子图 §6-5 麦克斯伟关系和热系数 §6-6 热力学能、焓和熵的一般关系式 §6-7 比热容的一般关系式

 3.1 Learning Problems  3.2 The least square method (LSM)  3.3 Linear regression analysis  1 Simple Linear Regression  2 Multiple Regression  3 Understanding the Regression Output  4 Coefficient of Determination R2  5 Validating the Regression Model

1 Hölder 空间 2 经典 Sobolev 空间 3 Sobolev 嵌入定理 4 基于 L 2 的 Sobolev 空间 Ω = R n 情形 一般 Ω 情形 5 迹定理 6 时空 Sobolev 空间

Part 1: Overview of Vanilla (traditional) Autoencoder • Introduction • Theory • Architecture • Application • Examples Part 2: Variational autoencoder Will learn • Learn what is Variational autoencoder • How to train it? • How to use it?

1、实际电路、电路模型 2、电路中的变量 3、电路中的元件：R、L、C 4、电路中的电源 5、电路中的基本定律

Chapter 1 Introduction Chapter 2 Estimation Chapter 3 Inference Chapter 4 Errors in Predictors Chapter 5 Generalized Least Squares Chapter 6 Testing for Lack of Fit Chapter 7 Diagnostics Chapter 8 Transformation Chapter 9 Scale Changes, Principal Components and Collinearity Chapter 10 Variable Selection Chapter 11 Statistical Strategy and Model Uncertainty Chapter 12 Chicago Insurance Redlining - a complete example Chapter 13 Robust and Resistant Regression Chapter 14 Missing Data Chapter 15 Analysis of Covariance Chapter 16 ANOVA

3－1 概述 3-2 假定输入为正弦量的算法 3-3 突变量电流算法 3－4 选相方法 3-5 傅里叶级数算法 3-6 R-L模型算法 3-7 故障分量阻抗继电器 3-11 算法的动态特性