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Efficient heat exchanger (HX) operations is critical for plants to improve energy efficiency and meet sustainability goals. Lack of visibility into the fouling levels of HX units and the inability to predict future fouling levels are major challenges while scheduling maintenance work. Although rigorous process modeling can give insights to current fouling levels, prediction of future fouling levels has been difficult.

Thought leadership article from Bill Scudder

Energy and chemical companies face increasingly volatile and uncertain operating environments, shifts in workforce demographics and the dual challenge of maximizing business performance while meeting sustainability goals. Innovations in technology successfully address these challenges through adaptive capabilities and industrial AI.

The future starts with the digital mine, and AspenTech is here to help you on your journey. With solutions like predictive analytics, get early, accurate warnings of equipment failures, increase throughput by reducing unplanned downtime and improve safety by identifying potential risks well in advance. Learn how digital solutions like machine learning, advanced process control, digital twin and more have the power to transform mining.

The future starts with the digital mine, and AspenTech is here to help you on your journey. With solutions like predictive analytics, get early, accurate warnings of equipment failures, increase throughput by reducing unplanned downtime and improve safety by identifying potential risks well in advance. Learn how digital solutions like machine learning, advanced process control, digital twin and more have the power to transform mining.