booktitle = "2017 IEEE International Conference on Cybernetics and
Intelligent Systems (CIS) and IEEE Conference on
Robotics, Automation and Mechatronics (RAM)",
title = "Load dispatch optimization of {AGC} system based on
improved genetic algorithm",
abstract = "The characteristics of coal consumption of thermal
power plants are typical nonlinear and time-varying.
It's difficult to obtain an accurate model by
traditional method. A multi-objective optimisation
method based on improved genetic algorithm for load
Dispatch of generator units has been proposed. The
influence factors of load critical point and response
rate has been studied. The genetic programming
algorithm is used to automatically fit the coal
consumption characteristic curve of the generator
units. By adjusting the weights of factors, dynamic
dispatch model based on rapidity and economy has been
constructed. Simulation result shows the effectiveness
in meeting the dispatch requirements and reducing the
coal consumption.",