Chapter 10: Soft Sensors for NOx Emissions
It is often difficult or expensive to measure a physical quantity with a regular sensor. Many sensors are fragile, especially in the harsh environments common in the oil and gas industry. The cost, both financial and in effort, to install and maintain a sensor over the long term can be entirely saved if it is possible to calculate the desired value, instead of measuring it. This calculation is called a soft sensor and can be based on known formulas or a machine learned model. In this chapter, we investigate the creation of a soft sensor for ...
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