Title :
Improved chaos-genetic algorithm optimization method on back analysis of earth temperature field in coal mine
Author_Institution :
Xi´´an Branch, CCRI, Xi´´an, China
Abstract :
Aiming at complexity of hydrogeological conditions of coal mine, this paper brought forward the improved chaos-genetic optimization method based on the chaos optimization method and genetic algorithm method. Using the optimization method, this paper have carried out the back analysis of earth temperature field of coal mine, then predicted the earth temperature field using the parameters of the back analysis, which provided a scientific basis for control of heat-harm. Through engineering example, the result showed that the improved chaos and genetic optimization method on the back analysis of earth temperature field in coal mine was feasible.
Keywords :
coal; finite element analysis; genetic algorithms; geology; Improved chaos-genetic algorithm optimization method; back analysis; coal mine; earth temperature field; Adaptation model; Biological system modeling; Finite element methods; Heat engines; Heating; Temperature measurement; FEM; back analysis; earth temperature field; genetic algorithm method;
Conference_Titel :
Intelligent Computing and Intelligent Systems (ICIS), 2010 IEEE International Conference on
Conference_Location :
Xiamen
Print_ISBN :
978-1-4244-6582-8
DOI :
10.1109/ICICISYS.2010.5658718