Title :
A Model of High Voltage Electric Field Affects on Human Blood Based on LS-SVM
Author :
Qiang Jiang ; Jia, Wei ; Meng-Lin Wang ; Wei Jiang ; Du Yi He ; Li Hong-Lian
Author_Institution :
Sch. of Electr. Eng., Southwest Jiaotong Univ., Chengdu
Abstract :
Nowadays, one of focus is the studies of the relationship between exposure to electromagnetic fields and human health. This paper proposed a predict model that evaluate the time workers in high voltage electric field (HVEF) long-term work in safety. With the economical improvements power industry is developing in high speed. More and more people are working in HVEF. In this paper, a method was proposed, got a model of assessment based on least squares support vector machines (LS-SVM). According to the model, we can predict the upper limit time working in HVEF is about 38.8 years. This result offers a reference for making power vocation criteria.
Keywords :
blood; electromagnetic fields; health care; least squares approximations; support vector machines; LS-SVM; electromagnetic fields; high voltage electric field; human blood; human health; least squares support vector machines; Blood; Economic forecasting; Electrical safety; Electromagnetic fields; Humans; Least squares methods; Power generation economics; Power industry; Predictive models; Voltage;
Conference_Titel :
Intelligent Systems and Applications, 2009. ISA 2009. International Workshop on
Conference_Location :
Wuhan
Print_ISBN :
978-1-4244-3893-8
Electronic_ISBN :
978-1-4244-3894-5
DOI :
10.1109/IWISA.2009.5072639
