From karim@longs.engr.colostate.edu Mon Sep 22 15:52:09 1997 Return-Path: Delivered-To: skoge@chembio.ntnu.no Received: (qmail 22828 invoked from network); 22 Sep 1997 15:52:08 -0000 Received: from longs.lance.colostate.edu (HELO longs.engr.colostate.edu) (129.82.109.16) by senja.chembio.ntnu.no with SMTP; 22 Sep 1997 15:52:08 -0000 Received: from karim (karim.engr.colostate.edu [129.82.225.137]) by longs.engr.colostate.edu (8.6.12/8.6.5a (LANCE Revision: 1.3)) with SMTP id JAA08103; Mon, 22 Sep 1997 09:52:10 -0600 Message-Id: <199709221552.JAA08103@longs.engr.colostate.edu> Comments: Authenticated sender is From: "karim" Organization: csu To: "Bjarne Foss" Date: Mon, 22 Sep 1997 09:52:50 -700 MIME-Version: 1.0 Content-type: text/plain; charset=US-ASCII Content-transfer-encoding: 7BIT Subject: Re: Seminar Reply-to: karim@engr.colostate.edu CC: skoge@chembio.ntnu.no Priority: normal In-reply-to: <970922101504.ZM19614@itk.unit.no> X-mailer: Pegasus Mail for Win32 (v2.54) Status: R Content-Length: 1496 Dear Bjarne: Thanks for the invitation. Here is a title and a short abstract. __________________________________________________________________ Application of Neural Networks and Principal Component Analysis in Biotechnology Based Industries Professor M. N. Karim Department of Chemical & Bioresource Engineering Colorado State University Fort Collins, CO 80523 e-mail: karim@engr.colostate.edu Abstract: In biotechnology industries, either in process development or production scale, a large amount of data is generated. Data based analysis tools are useful for prediction and optimization purposes. In this presentation, fundamentals of NN and PCA techniques will be discussed. The main focus of the presentation will be on why and how to use these tools. Case studies dealing with various microbial processes such as mammalian and bacterial cell culture processes will used to illustrate the benefits of using these methods _________________________________________________________________ My greetings to Professor Jorgen Lovland of Chemical Engineering Department, please let him know about my visit. Thanks. See you next week. Best regrads. /Naz Karim _________________________________________________ M. Nazmul Karim, Ph.D. Professor and Associate Department Chair Chemical and Bioresource Engineering Colorado State University Fort Collins, CO 80523, USA Tel: 970 491 6779 Fax: 970 491 7369 e-mail: karim@engr.colostate.edu or e-mail: karim@lamar.colostate.edu