Chemical industry

Autonomous AI optimizing complex chemical process units.

Sector Overview

The chemical industry is a diverse sector with high process variability, comprising base chemicals, derivatives, and specialties. It features a strong presence of continuous operations in plastics, resins, industrial gases, and fertilizers. Valued at approximately $5 trillion, the industry operates thousands of plants worldwide. Currently, it is responsible for roughly 5% of global emissions, primarily from thermal energy use.

Key Drivers



Efficiency

Urgent need for higher energy and feedstock efficiency.



Margins

Pressure to maintain margins amid downstream volatility.



Sustainability

Decarbonization targets and strict carbon pricing structures.Ā 



Circularity

Rising demand for circularity, especially in polymer production.

%

Cost Reduction Overall

Growth

Driven by ESG mandates and the need for differentiation in high-margin products.

Potential use cases for OptibatĀ® 7

Use cases

Description

Energy Type

Rationale

Use cases

Distillation Columns

Description

Thermal separation (absorption, extraction)

Energy Type

Thermal + Electrical

Rationale

Highly energy-intensive, repeatable patterns

Use cases

Continuous Reactors

Description

Synthesis (ammonia), reforming, conversion

Energy Type

Thermal + Electrical

Rationale

Continuous, direct impact on yield, energy and margins

Use cases

Polymerization

Description

Reactors for polymerization (resins, coatings, plastics)

Energy Type

Thermal (Steam)

Rationale

Continuous, high sensitivity to operating conditions

Use cases

Utilities & Energy Systems

Description

Central generation (steam, fuel gas, compressed gases)

Energy Type

Thermal + Electrical

Rationale

Cross-unit optimization and emissions reduction

How it works

OptibatĀ® 7 learns continuously from real-time data to optimize set-points, maximizing production while autonomously minimizing energy consumption and carbon emissions.

0%

Return Of Invesment

Data based on OptibatĀ® customers across all industries.

Other industries that use OptibatĀ® 7

Cement

10% Typical increasing of throughput rate

Chemical

5% cost reduction

Metal

6% energy consumption reductionĀ 

Petrochemical

Reduction in yearly COā‚‚ emissions of 1,410 Tons per asset optimized

Paper

8% cost reduction