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Artificial Intelligent Techniques for Electric and Hybrid Electric Vehicles
book

Artificial Intelligent Techniques for Electric and Hybrid Electric Vehicles

by Chitra A., S. Padmanaban, Jens Bo Holm-Nielsen, S. Himavathi
July 2020
Intermediate to advanced
288 pages
6h 52m
English
Wiley-Scrivener
Content preview from Artificial Intelligent Techniques for Electric and Hybrid Electric Vehicles

Index

  • Acceleration, 108–109, 130
  • Active cell balancing, 11, 196
  • Active magnetic bearing (AMB), 52–54, 58
  • Advantages of artificial intelligence in electric vehicle, 24
  • Advantages of electric vehicle, 20–22
    • cost of charging electric vehicles, 21
    • energy efficiency, 20–21
    • environmental, 20
    • grid stabilization, 21
    • heating of EVs, 22
    • mechanical, 20
    • range, 21
  • Ambient temperature sensor, 9
  • Analysis of different speed controllers, 39–41
  • Artificial intelligence (AI), 22, 53, 67, 208
  • Artificial neural network (ANN), 63, 144, 148
  • Artificial neural network-based controller, 36–37
  • Auto-tuning type fuzzy PID controller, 34–35
  • Base failure rate, 121
  • Basics of artificial intelligence, 22–23
  • Bathtub curve, 118
  • Battery, 107
  • Battery configurations, 3
  • Battery electric vehicle (BEV), 51
  • Battery management system, 127
  • Battery types, 139
  • Battery-ultracapacitor model (BA-UC), 106
  • BLDC motor speed controller with ANN-based PID controller, 37–38
    • ANN-based on PID controller, 38–39
    • PID controller-based on neuro action, 38
  • Bluetooth communication, 13
  • Bottom up statistical method, 117
  • Bottom-up physics of failure methods, 117
  • Brushless DC motor, 24–25
  • CAN bus, 107, 198
  • Cell diagnostics, 10
  • Centralised BMS, 194
  • Charge shunting, 196
  • Closed-loop model of BLDC motor drive, 30
    • P-I controller & I-P controller, 31–32
  • Component failure rate, 119
  • Controller,
    • current controller, 56
    • position controller, 56
  • Converter, 107
  • Cruising, 132
  • Current sensor, 7
  • Data bus, 198
  • DC-DC converter, 143, 150, ...
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Publisher Resources

ISBN: 9781119681908Purchase book