Optimization Design of Transmission Tower Based on Intelligent Selection

2018 5th International Conference on Advanced Materials, Mechanics and Structural Engineering

材料科学;机械制造;土木建筑工程

Chen, Junqi^1 ; Cao, Shihao^1 ; Xian, Qingjun^1

School of Civil Engineering and Architecture, Henan University of Technology, Zhengzhou, China^1

关键词: Data mining technology;    Object oriented technologies;    Optimal design methods;    Optimization design;    Selection systems;    Self-supporting towers;    Transmission tower;    Ultimate bearing capacity;   

Others  :  https://iopscience.iop.org/article/10.1088/1757-899X/473/1/012035/pdf
DOI  :  10.1088/1757-899X/473/1/012035

来源: IOP

【 摘 要 】

In this work, the optimal design method for self-supporting transmission tower is put forward, whose procedure is that the tower body form is selected intelligently firstly and then the members types of tower are chosen. The case base of towers is established with application of object-oriented technology. Then, the knowledge of tower body is mined out with case based reasoning and data mining technology. At the same time, the structural regulations of tower in the standard are merged into the knowledge base. So, the intelligent selection system of tower structural scheme based on case reasoning and data mining is explored. A 500kV self-supporting tower is optimized according to above method and a real model test is conducted. Comparison between optimal tower and original tower indicates that weight of optimal tower is decreased by 3% and its ultimate bearing capacity is increased by 19%. Statistical analysis results of 20 optimal towers indicates that the weight is average reduced by 4.7%, the components of the optimal tower are stressed more uniformly and bearing capacity of the tower is enhanced 12% at least.