Ultrasonic concentration measurement of aqueous solutions using PLS regression
作者: Robert SchäferJohan E. CarlsonPeter Hauptmann
作者单位: 1Institute of Micro- and Sensor Systems (IMOS), University of Magdeburg, P.O. Box 4120, 39016 Magdeburg, Germany
2EISLAB, Luleå University of Technology, SE-971 87 Luleå, Sweden
刊名: Ultrasonics, 2006, Vol.44 , pp.e947-e950
来源数据库: Elsevier Journal
DOI: 10.1016/j.ultras.2006.05.204
关键词: Partial least squaresConcentration measurement
英文摘要: Abstract(#br)This work demonstrates the use of a multivariate statistical technique called partial least squares (PLS) to extract material related data by analyzing spectra of ultrasonic pulses. We show how PLS can be used to estimate the concentration of sodium chloride in an aqueous solution. The paper describes the use of PLS and discusses pre-processing of ultrasonic data, the PLS algorithm as well as model validation. The measured concentrations are compared to reference values. The influence of disturbances and parameter changes is highlighted. The proposed method is easily adaptable to similar applications and permits a cost-saving implementation using existing and approved hardware.
全文获取路径: Elsevier  (合作)
影响因子:2.028 (2012)

  • measurement 测量
  • concentration 浓度
  • aqueous 水的
  • least 最少的
  • PLS Private Line Service
  • regression 海退