POWER PLANT DESIGN
PART I: CONVENTIONAL TRANSFORMER DESIGN 1 TRANSFORMERS 11 INTRODUCTION 12 MAGNETIC CIRCUITS 13 TRANSFORMER FUNDAMENTALS 14 TRANSFORMER ELECTRICAL CHARACTERISTICS 15 TRANSFORMER OPERATION 16 TRANSFORMER STANDARDS AND TOLERANCES 17 TRANSFORMER TESTS 18 TRANSFORMER TYPES 19 TRANSFORMERS STUDIED IN THIS BOOK REFERENCES 2 CONVENTIONAL TRANSFORMER DESIGN 21 NOMENCLATURE 22 INTRODUCTION 23 PROBLEM FORMULATION 24 CONVENTIONAL TRANSFORMER DESIGN OPTIMIZATION METHOD 25 EXAMPLE OF TRANSFORMER DESIGN DATA 26 CALCULATION OF VOLTS PER TURN AND THICKNESS OF CORE LEG 27 CALCULATION OF LAYER INSULATION 28 CALCULATION OF WINDING AND CORE DIMENSIONS 29 CALCULATION OF CORE WEIGHT AND NO-LOAD LOSS 210 CALCULATION OF INDUCTIVE PART OF IMPEDANCE VOLTAGE 211 CALCULATION OF LOAD LOSS 212 CALCULATION OF IMPEDANCE VOLTAGE 213 CALCULATION OF COIL LENGTH 214 CALCULATION OF TANK DIMENSIONS 215 CALCULATION OF WINDING GRADIENT AND OIL GRADIENT 216 CALCULATION OF HEAT TRANSFER 217 CALCULATION OF THE WEIGHT OF INSULATING MATERIALS 218 CALCULATION OF THE WEIGHT OF DUCTS 219 CALCULATION OF THE WEIGHT OF OIL 220 CALCULATION OF THE WEIGHT OF SHEET STEEL 221 CALCULATION OF THE WEIGHT OF CORRUGATED PANELS 222 CALCULATION OF THE COST OF TRANSFORMER MAIN MATERIALS 223 CALCULATION OF TRANSFORMER MANUFACTURING COST PART II: EVALUATION AND OPTIMIZATION METHODS 3 NUMERICAL ANALYSIS 31 INTRODUCTION 32 FINITE ELEMENT METHOD 4 CLASSIFICATION AND FORECASTING 41 INTRODUCTION 42 AUTOMATIC LEARNING 43 DATA MINING 44 LEARNING SET AND TEST SET 45 DECISION TREES 46 ARTIFICIAL NEURAL NETWORKS 47 HYBRID DECISION TREE–NEURAL NETWORK CLASSIFIER 5 OPTIMIZATION 51 INTRODUCTION 52 QUADRATIC PROGRAMMING 53 SEQUENTIAL QUADRATIC PROGRAMMING 54 BRANCH-AND-BOUND 55 GENETIC ALGORITHMS PART III: MODERN TRANSFORMER DESIGN 6 EVALUATION OF TRANSFORMER TECHNICAL CHARACTERISTICS 61 INTRODUCTION 62 NO-LOAD LOSS CLASSIFICATION WITH DECISION TREES AND ARTIFICIAL NEURAL NETWORKS 63 NO-LOAD LOSS FORECASTING WITH ARTIFICIAL NEURAL NETWORKS 64 IMPEDANCE VOLTAGE EVALUATION WITH NUMERICAL MODELS 7 TRANSFORMER DESIGN OPTIMIZATION 71 INTRODUCTION 72 NO-LOAD LOSS REDUCTION WITH GENETIC ALGORITHMS 73 WINDING MATERIAL SELECTION WITH DECISION TREES AND ARTIFICIAL NEURAL NETWORKS 74 TRANSFORMER DESIGN OPTIMIZATION WITH BRANCH-AND-BOUND 75 TRANSFORMER DESIGN OPTIMIZATION WITH GENETIC ALGORITHMS 8 TRANSFORMER SELECTION 81 INTRODUCTION 82 TOTAL OWNING COST FOR INDUSTRIAL AND COMMERCIAL USERS 83 TOTAL OWNING COST FOR ELECTRIC UTILITIES 84 PROPOSED TOC INCORPORATING ENVIRONMENTAL COST INDEX