As processes become more complex and the need to measure each and every variable
becomes more critical, the ability of physical sensors to always provide the sufficient …

In the last two decades Soft Sensors established themselves as a valuable alternative to the
traditional means for the acquisition of critical process variables, process monitoring and …

Soft sensors are a valuable tool in many different industrial fields of application, including
refineries, chemical plants, cement kilns, power plants, pulp and paper industry, food …

Over the past twenty years, numerous research outcomes have been published, related to
the design and implementation of soft sensors. In modern industrial processes, various types …

This paper develops a new approach for fault detection which involves soft sensors for
process monitoring. Unlike existing approaches, which compare current measurements, or …

Data-driven soft sensors are inferential models that use on-line available sensors (eg
temperature, pressure, flow rate, etc) to predict quality variables which cannot be …

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In process industries, there is a great demand for additional process information such as the
product quality level or the exact process state estimation. At the same time, there is a large …

This chapter addresses different aspects of soft sensors and their importance, especially for
mineral processing plants. It considers current state-of-the-art soft sensors and the future …

Soft sensors have proved themselves as valuable alternatives to the traditional means for
the acquisition of critical process variables, process monitoring and other tasks relating to …