Thermodynamic Modeling in Oil and Gas

Scale, corrosion, gas sweetening and produced water treatment are expressions of fluid chemistry. Many operational risks and performance limitations originate in how chemistry evolves across wells, topside facilities, produced water treatment facilities and refineries. OLI translates complex chemistry and multiphase behaviour into first-principles modeling frameworks that predicts chemical speciation and phase interactions, enabling operators to design and operate grounded in thermodynamics.

Relied upon for Critical Chemistry Decisions

Used by operators and engineering teams to evaluate corrosion mechanisms, assess scaling potential, and support compliance planning using rigorous, first-principles chemistry modeling.

Electrolyte Thermodynamics Across the Asset Lifecycle

From reservoir to refinery, predictive electrolyte modeling clarifies chemistry risk and supports design decisions while strengthening reliability across oil and gas assets.

Upstream

Evaluate scaling and corrosion risk, completion fluid chemistry, produced fluid changes and gas/oil/water treatment processes using thermodynamic electrolyte models that reflect reservoir and surface conditions.

Midstream

Model gas sweetening, MEG and methanol treatments, contaminant behavior, and fluid property changes as pressure, temperature, and composition evolve during transport and processing.

Downstream

Evaluate refinery chemistry and corrosion risk from tank farm through desalting, distillation, conversion units using electrolyte models. Predict contaminants fate, fouling, scaling, corrosion, and support materials selection and IoW definition.

Comprehensive Chemical Insight for Asset Integrity

OLI unifies electrolyte chemistry with detailed stream data and digital twin automation, helping teams anticipate corrosion and scaling risk, predict fluid behavior, and make decisions grounded in real operating conditions.

Corrosion

Assess corrosion risk with confidence by accurately modeling fluid chemistry, pH, acid gas behavior, and material performance under real operating conditions.

 

Scale

Predict standard and exotic mineral precipitation across a wide range of temperature, pressure and salinity conditions.

Water Chemistry

Model produced water composition, precipitation of solids including silicates, dissolved oxygen and mercury removal pathways using validated electrolyte thermodynamics.

Process Chemistry

Model phase behavior, chemical reactions, and electrolyte interactions to guide process design, operational planning, and safe operating limits.

Automation

Embed predictive chemistry models into monitoring workflows to support continuous evaluation and real-time insights

Stream Characterization

Incorporate fluid chemistry data including brine chemistry, oil and gas compositions, assays and  PVT data so simulations reflect true plant streams.

OLI is built on decades of electrolyte thermodynamics research, proven in oilfields and refineries. Our team helps with asset integrity, process studies, and troubleshooting using defensible chemical analysis.

Dr. Giulia Ness

Principal Client Solutions Architect

CASE STUDY

Improving asset reliability with OLI software

Discover how OLI’s advanced prediction solutions help Oil & Gas operators protect critical assets. Through precise material selection and comprehensive risk assessments, OLI supports equipment life and enhances operational safety, ensuring ongoing reliability in demanding environments.

Discover proven strategies for safeguarding critical assets. Read the blog to learn how OLI’s tools improve reliability in Oil & Gas operations.

Software and Services Built on First Principles Chemistry

Solutions and expert support grounded in electrolyte thermodynamics help teams model fluids accurately and act on chemistry risk earlier.

OLI Studio: Stream Analyzer

Accurate stream analysis using rigorous electrolyte thermodynamics

OLI Studio: Corrosion Analyzer

Predict corrosion risk and evaluate material compatibility based on fluid chemistry

OLI Studio: ScaleChem

Forecast mineral scaling under real operating conditions

OLI Flowsheet: ESP

Simulate processes across assets while accurately accounting for chemical reactions, phase partitioning, and species speciation

Consulting

Production chemistry expertise. Scale, corrosion, and fluid chemistry challenges interpreted and resolved.

Automation

Embed predictive chemistry models into scalable digital workflows