Smart Product Blending System to Maximise Quality

Authors

  • Zainab Kayat Group Technical Solutions (GTS) PETRONAS Author
  • A Rahim Othman Group Technical Solutions (GTS) PETRONAS Author
  • Hemadevi Balasubramaniam Group Technical Solutions (GTS) PETRONAS Author

Keywords:

Chemometrics multivariate modelling, online blending, spectroscopy

Abstract

PETRONAS developed a uniquely fast and exact automated fuel blending system that has accelerated the release of quality certification and achieved the perfect gasoline product blend for a Malaysian Refinery. Blending is a critical production process. Up to 13 diferent hydrocarbon streams from various feedstocks must be precisely blended to produce petroleum products such as Unleaded Gasoline RON 95. The ratio between fow velocities of diferent blending component streams is of great importance to ultimately achieve the target quality of the product. The ratio is determined based on the individual quality of the blending component. The underlying concept of this innovation is based on the strategy of an online blending with intelligent and fast chemometrics multivariate data analytics to make the necessary adjustment in the ratio of the blending components to meet the product quality. One of the integral parts of chemometrics multivariate data analytics is a spectroscopic analyser equipped with calibration models which enable multivariate prediction. The integration of the spectroscopic analyser and customised blend property control is an authoritarian system whereby it provides real-time data on fuel quality and enables online blending monitoring and control to happen seamlessly. PETRONAS has crafted an automated and integrated online blending system. This innovation has resulted in a more innovative product blending with zero re-blend and minimal quality giveaway in line with Industry 4.0 Best Practice.

Downloads

Published

2026-09-20