Data to Knowledge -The Role of Megavariate Modeling for Plant Performance Enhancement in the Oil, Gas and Petrochemical Industry

• Main Authors: V. R. , Radhakrishnan, M., Ramasamy, H., Zabiri
• Format: Conference or Workshop Item
• Published: 2006
• Subjects: TP Chemical technology
• Online Access: http://eprints.utp.edu.my/3771/1/RnD_Forum_Version_3.pdf; http://eprints.utp.edu.my/3771/
• Institution: Universiti Teknologi Petronas

Process plant operation generates large quantities of data. The knowledge obtained from such data can be used for a variety of purposes such as inferential measurements and model predictive control. Careful variable selection and data preprocessing are required for developing adequate models from th...