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AI for Rail Electrification Planning & Substation Siting | ML Knowledge Hub

Artificial intelligence is revolutionizing the planning of electrified rail networks by optimizing substation locations and feeder sizing for maximum efficiency and reliability.

mysimulator teamUpdated June 2026≈ 3 min read▶ Open the simulation

AI for Rail Electrification Planning & Substation Siting

Use AI to plan rail electrification, size feeders, and site substations to handle growth while maintaining reliability and cost efficiency.

Rail electrification demands careful load modeling and siting. AI evaluates demand, growth, grid constraints, and resilience to propose optimal substation locations, feeder sizing, and phasing plans.

Phased build-out minimizing service disruptions.

Reliability & Resilience

Contingency analysis (N-1) for traction power.

live demo · related simulation● LIVE

Schedule and fleet data; network geography/gradients.

Grid data and interconnection queues.

GIS layers for land use, permits, constraints.

Frequently asked questions

How does mysimulator.uk collect schedules, fleet data, and grid information?

Collect schedules/fleet and grid data; baseline load flow.

What is the purpose of running scenarios for growth and service patterns within mysimulator.uk?

Run scenarios for growth and service patterns.

How can I optimize substation sites and feeder sizes using mysimulator.uk’s tools?

Optimize substation sites/feeder sizes; validation with engineers is crucial to ensure accuracy and feasibility.

What steps should be taken when planning a phased execution of a project, focusing on reliability and cost tracking?

Plan phased execution with reliability and cost tracking. This allows for careful monitoring and adjustment throughout the implementation process.

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Everything above runs in your browser — open Earthquake Wave Propagation Simulation and change the parameters while it is running. Nothing is installed, nothing is uploaded, the whole model lives in one tab.

▶ Open Earthquake Wave Propagation Simulation simulation

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