Estimation of self supporting towers natural frequency using Support vector machine
Journal Title: International Research Journal of Applied and Basic Sciences - Year 2013, Vol 4, Issue 8
Abstract
This paper discusses support vector machine for estimation of self supporting towers natural frequency. Decreasing structure vibration range and prevention of dynamic response decreasing are two suitable results in calculation of structures frequency and restricted them to defined values (or their maximize). Recently, support vector machine is used in complex events modeling. This study intends to provide a model in estimation of plate natural frequency using SVM. Structural risk minimization (SRM) principle is used in SVM but in other methods, empirical risk minimization (ERM) is used. In this research, using modal analysis and SAP2000 software, tower natural frequency is studied at the first ten modes. Then, obtained samples are analyzed using support vector machine to provide rules for simulation of estimated frequency in self supporting towers.
Authors and Affiliations
Kaveh Kumarci *| Sama technical and vocational training college, Islamic Azad University, Shahrekord Branch,shahr-e-kord,Iran, kumarci_kaveh@yahoo.com, Afsaneh Banitalebi Dehkordy| Department Of Computer Science, Payam Noor University,PO BOX 19395-3697 Tehran, I.R Of Iran
Keywords
Related Articles
- EP ID EP5621
- DOI -
- Views 376
- Downloads 12
The study of the Relationship between the Leadership styles of managers and Job Burnout of Technical-Vocational Education Centers Employees in the North of Iran
Job burnout is a prolonged reaction to the emotional and interpersonal chronic stressors at work. The most important conditions of job burnout are hypofunction, absenteeism, successive delays, various complaints, conflic...
Abuse to Elders Living with Family in Iran-Tabriz
The number of elders is increasing all over the world. Such situations in Iran and other countries necessitate care and attention to them and their related problems. Abuse to elders occurs in different situations. Approx...
Complexity Theory in Construction Project Time Management
Within the past two decades, management of construction projects is dramatically faced with the uses of different methods and techniques from multiple disciplines. This is mainly due to the rapid changes in project types...
Biofortification of staple food crops: Engineering the metabolic pathways
Over three billions of the world people are affected by micronutrient malnutrition and nearly two-thirds of all child deaths are linked to malnutrition’s specifically micronutrients deficiencies. “Biofortification” is a...
The Effect of the Constitutional Revolution on Charitable Deeds in Tehran
Vaqf or religious endowments are an Islamic tradition of long standing which continue to this day. It is a philanthropic act in the name of Islam for the benefit of the needy or religious scholarship or worship. In fact,...