Fuel Consumption Optimization

AI predicts better routes and operating conditions to reduce fuel burn in airline dispatch and fleet operations.

Business impact

• Flights with identified optimization opportunities — Alaska Airlines reported optimization opportunities on 55% of flights.
• Fuel saved — Alaska Airlines reported more than 1.2 million gallons saved in 2023.

Data requirements

• Airspace conditions (tabular) — Flyways predicts how airspace conditions will evolve.
• Historical operational data (tabular) — The airline planning platform uses past operational data for simulation and optimization.
• Network schedules (tabular) — Schedules are part of the inputs used to test more efficient plans.
• Punctuality records (tabular) — These records help evaluate schedule or routing choices.
• Airport constraints (tabular) — Constraints shape which routing or operating options are feasible.
• Truck-level risk alerts and operating information (tabular) — Operational Brain aggregates alerts and operating information into fleet intelligence.

AI methods and techniques

• Prediction — Flyways predicts how airspace conditions will evolve hours ahead so dispatchers can choose more efficient routes.
• Optimization — The systems recommend routing or operating choices that reduce fuel or energy use.
• Aggregation — Operational Brain combines truck-level alerts and operating information into fleet intelligence.

Industries

Real-world evidence

2 documented case studies on record.

Companies using this: Inceptio Technology, Alaska Airlines.