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Chemical Engineering Commons

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Full-Text Articles in Chemical Engineering

Development Of Support Vector Regression Based Soft Sensor, Sunil Kumar Sawke Mr. Dec 2010

Development Of Support Vector Regression Based Soft Sensor, Sunil Kumar Sawke Mr.

Sunil Kumar Sawke

This article describes a systematic approach to the inferential measurement developments of carbonate and bicarbonate ratio, using support vector regression (SVR) analysis. Given historic process data, a simple SVR based soft sensor model is found capable of identifying and capturing the cause and effect relationship between operating variables (model input) and QC variables so that the final correlation and regression coefficient was understood by process engineers.


Multi Media Strategies In Corporate Training 2010, Sunil Kumar Sawke Jan 2010

Multi Media Strategies In Corporate Training 2010, Sunil Kumar Sawke

Sunil Kumar Sawke

The development of competent human resources is key to survive in today’s business. In era of technological advancements, multi-media course-ware is extensively used in training due to its effectiveness. It eliminates the cumbersome reading requirements and provides an influencing and catchy way to learn a subject. For example, to understand task of pump changeover, high school pass trainee spend hours to go thru SOP, where as a one minute video clip can convey the same precisely. Multimedia Strategies were proven more effective for subjects those are difficult to understand by reading. Replay facility in multimedia training reinforces the learning. Due …