Title :
Integrated Intelligent Feedback Analysis for the Construction of Large Cavern Group
Author :
Jiang, Annan ; Sun, Luelun ; Zhang, Jiao
Author_Institution :
Traffic & Logistics Coll., Dalian Maritime Univ.
Abstract :
The difficulty to optimize and control the large cavern group construction is how to construct the system description model and assure the control criterion. Aiming at the complexity and uncertainty of the geologic region, the large cavern group construction system intelligence analysis methods were studied, including 3D numerical simulation-intelligent evolution method, deformation time series prediction method and knowledge based control criteria. Integrating above methods, the IDSS was developed and used in the underground powerhouse construction control of Qingjiang Shuibuya hydroelectric project. The IDSS finished surrounding rocks stability appraisement, rock mechanical parameters back analysis, and anchor schemes multiple objects optimization, which got satisfactory results. Integrated intelligence method improves the analysis speed and validity, it is feasible in complex cavern construction real-time control
Keywords :
construction; feedback; hydroelectric power stations; intelligent control; rocks; support vector machines; time series; uncertain systems; 3D numerical simulation; Qingjiang Shuibuya hydroelectric project; deformation time series prediction; integrated intelligent feedback analysis; intelligent evolution; knowledge based control; large cavern group construction; multiple object optimization; real-time control; rock mechanical parameter back analysis; rock stability appraisement; support vector machine; system description model; uncertainty; underground powerhouse construction control; Analytical models; Deformable models; Feedback; Geology; Intelligent systems; Numerical simulation; Prediction methods; Predictive models; Time series analysis; Uncertainty; feedback analysis; generic arithmetic; integrated intelligence; large cavern group; support vector machine;
Conference_Titel :
Intelligent Control and Automation, 2006. WCICA 2006. The Sixth World Congress on
Conference_Location :
Dalian
Print_ISBN :
1-4244-0332-4
DOI :
10.1109/WCICA.2006.1713695
