DocumentCode :
2016445
Title :
Development of a decision-making system for coalbed methane development based on GIS
Author :
Xiao-ming, Ni ; Peng, Chen ; Liang, Guo
Author_Institution :
Sch. of Energy Sci. & Eng., Henan Polytech. Univ., Jiaozuo, China
Volume :
1
fYear :
2010
fDate :
17-18 July 2010
Firstpage :
348
Lastpage :
351
Abstract :
In order to reduce the risk of CBM exploration and development and save development cost, a decision-making system for coalbed methane development based on GIS is developed by using C# development tools. According to the principle of single factor index, fuzzy comprehensive evaluation, step optimization and BP neural network, the resource evaluation system is established; the well-type selection and well-pattern optimization system is built by using multi-fuzzy mathematical evaluation combined with Comet simulation software; based on the development method about GIS, combined with the public interface for external modules, the decision-making expert system with GIS for Coalbed methane is developed. It is a using exploration to traditional geology disciplines combined with expert system technology and GIS technology, the system can accurately decision-making for Coalbed Methane development.
Keywords :
C language; backpropagation; coal; decision making; decision support systems; expert systems; fuzzy set theory; geographic information systems; geology; natural gas technology; neural nets; BP neural network; C# development tool; CBM exploration; Comet simulation software; GIS; coal-bed methane development; decision-making expert system; development cost; fuzzy comprehensive evaluation; geology discipline; multifuzzy mathematical evaluation; resource evaluation system; risk reduction; single factor index; step optimization; well-pattern optimization system; well-type selection; Biological system modeling; Decision making; Geographic Information Systems; Geology; Optimization; Thigh; CBM; Fuzzy and Mathematical Evaluation; GIS; System Integration;
fLanguage :
English
Publisher :
ieee
Conference_Titel :
Environmental Science and Information Application Technology (ESIAT), 2010 International Conference on
Conference_Location :
Wuhan
Print_ISBN :
978-1-4244-7387-8
Type :
conf
DOI :
10.1109/ESIAT.2010.5568720
Filename :
5568720
Link To Document :
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