This book provides an introduction to energy system management and the underlying control
system tools. Applications of interest include batteries, electric vehicles,
renewable energy, power systems, and smart buildings/homes. Technical tools
include system modeling, state-space representations, stability, parameter
identification, state observers, feedback control, and optimization. The course
notes in this site include : Modeling and Systems Analysis, State Estimation,
Optimization, Machine Learning, Optimal Energy Management.
Author(s): Professor Scott Moura, University of California,
Berkeley
Topics covered in the lectures of the site are : Introduction, Basic
Physics of Galvanic Cells, Electrochemical Energy Conversion, Electrochemical
Energy Storage , Circuit Models, Thermodynamics, Kinetics, Transport Phenomena.
Author(s): Prof. Martin Bazant, Massachusetts Institute of
Technology
This book provides an introduction to energy system management and the underlying control
system tools. Applications of interest include batteries, electric vehicles,
renewable energy, power systems, and smart buildings/homes. Technical tools
include system modeling, state-space representations, stability, parameter
identification, state observers, feedback control, and optimization. The course
notes in this site include : Modeling and Systems Analysis, State Estimation,
Optimization, Machine Learning, Optimal Energy Management.
Author(s): Professor Scott Moura, University of California,
Berkeley