Chemicals and materials / Basic chemicals
Indorama Eleme Fertilizer & Chemicals Limited: Analyzing operating anomalies and supporting optimization decisions at ammonia and olefins plants
- Company
- Indorama Eleme Fertilizer & Chemicals Limited
- Country
- Nigeria
- Adoption stage
- In operation
- Source published
- Date basis
- The date the source was published. It can differ from the date adoption started.
- How the source was checked
- Read the full source text
The work problem
Indorama's ammonia and olefins plants in Nigeria must operate safely while monitoring energy consumption, throughput and equipment availability together. Engineers need analysis of key operating parameters to identify production constraints and emerging anomalies, and must understand the technical basis for any action.
Technology and data
KBR said it deployed KBR INSITE at these process units. The platform combines historical and real-time plant data with physics-informed AI, process-design expertise and site operating knowledge. Integrated with Applied Computing's Orbital AI, it continuously monitors asset performance and identifies optimization opportunities, process and equipment anomalies, and root causes. KBR says the ammonia model was designed to learn cause and effect across the whole plant rather than only individual data patterns. Site engineers make operating decisions using the technical explanations and traceable recommendations.
Results
Indorama Chief Technical Officer Deepu Sivdas said near-real-time analysis of key operating parameters identifies tangible opportunities to optimize energy consumption, increase throughput and detect operating constraints. He said combining physics-based models with data analytics explains the reasoning behind conclusions, giving engineers confidence to act on recommendations, and that practical benefits are already visible in day-to-day operations.
Limits and open questions
No numerical energy savings, throughput gains or availability improvements were disclosed. EBIC's separate contract in the same release targets operation by year-end and is not part of this operating case.
Sources
Compiled from public sources. These are not results from ATF Works customers.