title: Chemical sensing in process analysis.
abstract: Improvements in process control, which determine production efficiency and product quality, are critically dependent upon on-line process analysis. The technology of the required instrumentation will be substantially expanded by advances in sensing devices. In the future, the hardware will consist of sensor arrays and miniaturized instruments fabricated by microlithography and silicon micromachining. Chemometrics will be extensively used in software to provide error detection, selfcalibration, and correction as well as multivariate data analysis for the determination of anticipated and unanticipated species. A number of examples of monolithically fabricated sensors now exist and more will be forthcoming as the new paradigms and new tools are widely adopted. A trend toward not only on-line but even in-product sensors is becoming discernible.
authors.forename: T
authors.initials: T
authors.lastname: Hirschfeld
authors.forename: J B
authors.initials: JB
authors.lastname: Callis
authors.forename: B R
authors.initials: BR
authors.lastname: Kowalski