Data Validation: a Technology for Intelligent Manufacturing

Data Reconciliation is the first mathematical method that did address the problem of data validation for linear problems. It exploits information redundancy and (linear) conservation laws to extract accurate and reliable information from measurement data and from the process knowledge. It allows producing a single consistent set of data representing actual process operation, assuming the plant is operated in steady state..