LNG Production Forecaster

BKOAI’s LNG Production Forecaster integrates your shipping schedule, a cyclic model of your plant, and tomorrow's weather and status inputs to build a clear forecasted production plan. This allows you to optimize resource use by knowing how much LNG you'll produce, how full your tanks will be, and how much gas you'll need daily or hourly.
This forecaster is powered by the Common Model Trendsetter, BKOAI’s machine learning and analytics framework, which allows data scientists to dynamically change the model at any moment.

A Model Built for Your LNG Terminal

Production Forecaster starts with a fully customizable digital model tailored to your LNG Terminal. By automatically incorporating ambient temperature based on your plant’s location and allowing users to configure LNG Train availability—including startup, shutdown, online, and offline conditions—the application accurately reflects your plant's operating reality.

Combined with plant-specific cyclic equipment models, it delivers precise fuel gas consumption estimates and establishes a trusted foundation for production forecasting.

See Production Before It Happens

Using real-world operating conditions and equipment simulations, Production Forecaster predicts your net LNG production while accounting for fuel gas consumption, flare losses, and condensate losses across the facility. The Production Forecaster also compares forecasted production against your daily targets, enabling operators to identify potential shortfalls early and make informed decisions to maximize production performance.

Tank Levels, Days Ahead

The Production Forecaster seamlessly feeds into the integrated Tank Level Forecaster, providing real-time visibility into LNG inventory. By combining production forecasts with your shipping schedule, the Tank Level Forecaster models both incoming LNG and outbound vessel loading to deliver an accurate projection of tank levels and overall inventory throughout the forecast period.

From Forecast to Feed Gas, Hour by Hour

To complete the production picture, Production Forecaster calculates the feed gas required to achieve the forecasted LNG production. The Feed Gas Forecaster also provides an hourly breakdown of feed gas demand, production, fuel gas consumption, tank levels, and other key operating parameters.

These detailed insights empower operations, engineering, and commercial teams to optimize plant performance, improve planning, and make data-driven decisions with confidence.

Why Choose LNG Production Forecaster

BKOAI's LNG Production Forecaster brings these critical inputs together to deliver reliable forecasts that help operations teams improve planning accuracy, optimize resource utilization, and make more informed production decisions.

Improve production planning with accurate forecasts for LNG output, tank inventory, and feed gas demand.

Adapt quickly to changing operating conditions with continuously updated forecasting models.

Coordinate production, storage, and shipping activities through a unified planning workflow.