Utilizing data mining algorithms for identification and reconstruction of sensor faults: a Thermal Power Plant case study

摘要

This paper describes a procedure of identifying sensor faults and reconstructing the erroneous measurements. Data mining algorithms are successfully applied for deriving models that estimate the value of one variable based on correlated others. The estima