Publication Type : Journal Article
Thematic Areas : Advanced Materials and Green Technologies
Publisher : Elsevier
Source : Computers & Chemical Engineering, Elsevier, Volume 24, Number 12, p.2755–2764 (2000)
Url : http://www.sciencedirect.com/science/article/pii/S0098135400006268
Keywords : Imbalance correlation strategy, Measurement bias, Unbiased estimation technique
Campus : Bengaluru
School : School of Engineering
Center : Center for Excellence in Advanced Materials and Green Technologies
Department : Chemical, Civil, Computer Science
Year : 2000
Abstract : This work presents a technique that can completely and accurately identify measurement bias in cases where it is not possibleto use the method of Rollins and Davis (1992, 1993) and where the method of Narasimhan and Mah (1987) fail to performaccurately. This technique makes use of information contained in the relationship between individual measurements and thecorresponding nodal imbalance. The performance of this method is demonstrated on a problem from the literature that has beendifficult for other methods to handle. In addition, this article discusses how the new technique can be used as a visual monitoringtool for identifying biased measured variables.
Cite this Research Publication : Dr. Sriram Devanathan, Rollins, D. K., and Vardeman, S. B., “A new approach for improved identification of measurement bias”, Computers & Chemical Engineering, vol. 24, pp. 2755–2764, 2000.