{"product_id":"optimization-and-control-of-semi-batch-reactors-von-k-yamuna-rani","title":"OPTIMIZATION AND CONTROL OF SEMI-BATCH REACTORS","description":"\u003cp\u003eBatch and semi-batch reactors are used in the  manufacture of low-volume high-value chemicals,  where even a marginal increase in product yield can  lead to considerably higher profits. Most of the present optimization and model based control schemes for semi-batch reactors are based on mechanistic  models, whose development is a difficult and time- consuming exercise. Therefore, this book provides a  new data driven approach for modeling, trajectory  optimization and tracking of semi-batch reactors  based on parameterization of input and output  trajectories using orthonormal polynomials, and  development of an artificial neural network model  relating them using information available in  historical databases. The generated optimal set  point trajectories are tracked by developing data  driven versions of generic model control.  Simulation studies on semi-batch reactors  illustrate their applicability. This can be useful  to academic researchers working on data-driven  modeling and optimization of batch processes and to  industrial readers to explore the possibility of  achieving better operational policies based on  their historic operating data.\u003c\/p\u003e\u003cdiv class=\"aw-variant-hidden-subtitle-div\" id=\"aw-variant-subtitle-9783844302424\"\u003e\u003ch3\u003eDATA-DRIVEN MODEL BASED APPROACHES\u003c\/h3\u003e\u003c\/div\u003e","brand":"Autorenwelt Shop","offers":[{"title":"Softcover - 9783844302424","offer_id":39470043660381,"sku":"9783844302424","price":79.0,"currency_code":"EUR","in_stock":true}],"thumbnail_url":"\/\/cdn.shopify.com\/s\/files\/1\/0940\/0622\/files\/366c7b63-1d95-40a9-8e78-8a0fee5fb507.jpg?v=1769235000","url":"https:\/\/shop.autorenwelt.de\/en\/products\/optimization-and-control-of-semi-batch-reactors-von-k-yamuna-rani","provider":"Autorenwelt Shop","version":"1.0","type":"link"}