Lummus Digital

Harness Hybrid Intelligence for Industrial Optimization

Our Numbers Speak Volumes
Years of Industry Legacy
0 +
Avg. Sensor Data Handled/Facility
0 K
Years of Collective Experience in AI/ML Solutions
0 +

Driving AI-Powered Solutions for Downstream Oil & Gas

Lummus Digital is at the forefront of transforming the oil and gas downstream sector by offering innovative digital solutions that tackle the complex challenges faced by refineries and petrochemical industries. As a joint venture between TCG Digital and Lummus Technology, we blend decades of process engineering expertise with advanced AI and data science to deliver tailored solutions that deliver measurable outcomes.

The Hybrid Approach developed by Lummus Digital integrates first principles-based process models and domain expertise with Data Science, Machine Learning, and advanced AI algorithms. At the core of Lummus Digital’s solutions is a robust Data & AI platform that unifies disparate data sources, enabling predictive analytics and anomaly detection.

We Empower Refineries and Plants with Intelligent,
Data-Driven Decisions

Increased Profitability through Optimized Product Yields

Enhanced Operational Stability

Optimized Economics of Crude Blending

Enhanced Responsiveness to Fluctuating Demands

Are you ready to unlock the full potential of your operations? Let's collaborate to build a more efficient, sustainable, and profitable future together.

Hybrid Process Modelling: The Secret Sauce

Built on Four Pillars

Process Expertise

Rich tech know-how & license base, proprietary equation & models, and design & operations knowledge

Big Data

Precise contextualization of high-volume, high-velocity, and high-variety structured and unstructured data in real-time

Proprietary Process Models

Developed over years with learnings from experience and process knowledge

AI-ML

Supervised vs. unsupervised learning, pattern recognition, Gen-AI, and Hybrid RAG used for discovery of unexplored variable dependencies

Product Portfolio

Petrochemicals

These specialized products focus on optimizing key operations such as ethylene production, water quality management, and fouling mitigation. By leveraging advanced technologies and data analytics, they help improve yields, reduce energy consumption, and ensure equipment reliability.

Get Peak Performance, Product Consistency, and Enhanced Profitability

Learn More >

Enhance Ethylene Production with AI-Driven Optimization

Learn More >

Enhance Water-Quality, Maximize Plant Efficiency

Learn More >

Get Real-Time Insights for Peak Efficiency

Learn More >

Refining

These specialized products focus on enhancing operational efficiency, maximizing yield, and ensuring the reliability of critical refinery equipment and systems. By leveraging advanced analytics, data driven insights, and optimization techniques, refining products help refineries achieve better performance, reduced downtime, and improved product quality throughout the refining process.

Boost side stream yields to improve profitability
Learn More >

Maximize Reactor Performance with Real-Time AI Optimization
Learn More >

Maximize yields, extend catalyst life, and enhance refinery performance
 Learn More >

Optimizing FCC Efficiency with Smart Recommendations
 Learn More >

Prediction and Optimization with FPU and LOBS
Learn More >

Optimize refinery performance, enhance quality, and minimize environmental risks
Learn More >

Prevent fouling, extend lifespan, and ensure reliability
Learn More >

Case Studies

Our Smart Solutions Help Clients Overcome Challenges and Achieve Their Goals Faster

Remote Monitoring used for improving Ethylene Plant Performance

A large Petrochemical Group in India approached Lummus Digital with the following agenda pertaining to the real-time health performance of their Ethylene Plants.

Production Planning & Sequence Optimization for a Polymers Manufacturer

The solution provides machine learning (ML)-based recommendations on the optimal product mix to target, delivered as a weekly production plan to maximize revenue.

Asset Performance Prediction Solution employed to Increase Uptime of an Offgas Compressor

A large petrochemical group in India turned to Lummus Digital to address various issues associated with its offgas compressors and sought to increase their uptime.”

Corrosion Detection of a Large Petrochemical Plant

Processing large volumes of surface images using computer vision to predict the severity of corrosion or fatigue and recommend preventive actions.

Insights

Insights and Innovations in Green Technology and Environmental Solutions

Everything happens for a reason within the confines of the refinery and petrochemical plant

Everything happens for a reason…

Blogs Everything happens for a reason within the confines of…

Inventory Optimization for a Large Manufacturing Company

Inventory Optimization for a Large…

Case Studies Business Objective: Drive efficiencies in the Supply Chain…

Lummus Digital partners with LACC to develop AI powered Remote Performance Monitoring for Ethane Cracker Unit

Lummus Digital partners with LACC…

News Lummus Digital partners with LACC to develop AI powered…

[styled_category_single_posts cat="blogs, case-studies, news" count="1"]

Start Your Journey Today – Book Your Appointment Now!