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TCG Digital joins forces
with Linde Engineering to offer AI based self-learning optimization
and automation solutions in process industry

TCG Digital joins forces with Linde Engineering to offer AI based self-learning optimization and automation solutions in process industry

TCG Digital is happy to join forces with Linde Engineering, a significant milestone for the process industry. Linde Engineering and TCG Digital intend to join forces to offer AI-based self-learning optimization and automation solutions for process plants. These will enable production sites to move towards autonomous operations. They will continuously determine the most profitable production mode for each of the process plants and automatically transition each of the plants to this optimal mode. To achieve this, it is intended to combine TCG Digital’s tcgmcube AI platform for real-time optimization with Linde Engineering’s proprietary AI Plant Control platform for automatic start-up, production changes, and closed-loop control of process plants. By leveraging TCG Digital’s Analytics & AI knowledge with Linde Engineering’s Advanced Automation experience we are confident to provide significant value for process plant operators.
We were looking for a partner that is able to provide a cloud agnostic AI and optimization platform for large and critical applications complying with the highest IT security requirements. With TCG Digital we found such a partner and were impressed about the speed and agility of our partner.
Thomas Heinzerling
Senior Vice President,
Linde Advanced Operations Services
We are glad to have found a partner combining huge experience in process plant operations and advanced automation who has developed robust AI based closed-loop control software.
Debdas Sen
CEO, TCG Digital
TCG Digital is the Digital & AI arm of The Chatterjee Group (TCG), a multi-billion dollar conglomerate with a diverse portfolio in Pharmaceuticals, Biotech, Petrochemicals, and Real Estate across the US, EU, and South Asia. Our umbrella includes companies such as LabVantage, Lummus Technology, and TCG LifeSciences. At TCG Digital, we are driven by our mantra of delivering “Velocity to Value”, helping enterprises transform faster and smarter. Our AI Analytics platform tcgmcube is at the heart of these transformations. We enable organizations unlock the full potential of their data, and by seamlessly integrating AI/ML capabilities into their business processes, we empower businesses to accelerate their digital transformation journey, enhancing agility and driving impactful results.

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www.tcgdigital.com
Linde Advanced Operations Services (LAOS) combines Linde’s vast operations expertise with extensive advanced automation and digitalization know-how to provide customized advanced automation and diagnostic solutions for process plants. These solutions lower energy costs, increase product yields, enable faster start-ups and reduce maintenance cost. By storing best-practices for plant operations in software, our solutions enable safe and reliable operations even with less experienced operators, significantly reducing operator workload. Both for green-field and brown-field assets, LAOS offers consulting services, advanced automation solutions and 24/7 remote support to move your facilities towards autonomous operations reducing OPEX and emissions sustainably. Over 30 years of experience with critical infrastructure enables LAOS to build robust and reliable solutions based on mature software platforms that comply with the highest IT security requirements.

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www.engineering.linde.com/Linde-Advanced-Operations-Services-LAOS-portfolio