Paper Title:
Application of Supporting Vector Regression Model on Simultaneous Determination of Benzoic Acid and Salicylic Acid
  Abstract

Support vector machine (SVM) is based on the principle of structural risk minimization, which makes SVM has better generalization ability than other traditional learning machines that are based on the learning principle of empirical risk minimization.Research on the application of Support vector regression (SVR) model in spectrophotometry was done to determine the content of benzoic acid and salicylic acid simultaneously. The predicted result was found highly correlated with the time when the data was collected to build the model. The closer of the dates between collecting data for modeling and for predicting, the better the predicted results. SVR model with significantly improved robustness was resulted by using all the collected data over time, which, when applied to the determination of benzoic acid and salicylic acid simultaneously, led to satisfactory result, with recoveries being 97%-102%.

  Info
Periodical
Edited by
Zhenyu Du and Bin Liu
Pages
326-329
DOI
10.4028/www.scientific.net/AMM.26-28.326
Citation
J. F. Liu, "Application of Supporting Vector Regression Model on Simultaneous Determination of Benzoic Acid and Salicylic Acid", Applied Mechanics and Materials, Vols. 26-28, pp. 326-329, 2010
Online since
June 2010
Authors
Export
Price
$32.00
Share

In order to see related information, you need to Login.

In order to see related information, you need to Login.

Authors: Xi Hong Li, Yu Wang, Xiao Feng Ju, Dan Wang, Ya Ge Xing, Xia Liu
Chapter 5: Monitoring and Control of the Manufacturing Process
Abstract:This paper investigated the effects of acetic acid and CO2 fumigation technology on the variations of crude protein, allicin and...
416
Authors: Su Li Zhi, Jing Yang, Yan Yao, Shu Ting Zhang, Xue Bin Lu
Chapter 2: Development and Utilization of Biomass Energy
Abstract:Dilute sulfuric acid pretreatment of corn stover was used to obtain a solution of high concentration of xylose from the hemicellulosic...
298
Authors: Yong Cheng
I. Materials Science, Engineering and Technology
Abstract:Using high-pressure sealed microwave heating method, the WC-Co based cemented carbide samples were digested completely by nitric acid and...
222
Authors: J.W.J. Silva, A.P.O. Belo, R.B. Ribeiro, N.T. Matias
Chapter 3: Properties
Abstract:In Petrobrás SA refineries, there are thousands of heat exchangers in which cooling water is treated for recycling, often by outsourced...
433
Authors: Hai Jian Shao, Hai Kun Wei
Chapter 5: Power System and Energy Engineering, its Applications
Abstract:This paper investigates the short-term wind power forecasting and demonstrates accurate modeling, which utilizes two representative heuristic...
284