Digital Twins for Fleet Electrification
Streamline your transition to electric fleets
EVopt is an end-to-end digital twin platform designed to streamline your transition from concept to full electric fleet operations. Minimize investment through right-sizing components, ensure reliability with comprehensive system-level analysis, validate designs with multi-scenario simulations, and enhance operational efficiency with real-time monitoring, control, and optimization.

Mitigate Risks
Confirm battery sizes and charger power required for the operating environment.

Minimize Cost
Right-size vehicles and charging system to reduce capital cast and speed up time to instalation.

Guarantee Operations
Validate system design before construction and deployments.
Why EVopt?
EVopt Digital Twin Platform
- Data-driven, AI-powered platform simplifies fleet electrification across planning, design, deployment, operations, and training.
- Removes uncertainty through detailed scenario modeling and advanced system-level analysis.
- Provides a digital twin of the operation, enabling fleet operators to gain insights into future operations, significantly reducing risks by testing changing operational scenarios and improving efficiency.
- Accurately sizes vehicles, charging infrastructure, and energy systems to optimize capital and operational expenditures.
- Maximizes asset utilization and minimizes energy costs.
- Optimizes fleet charging strategies and deployment schedules to minimize grid impact.
- Enhances resilience by integrating onsite generation, battery storage, and microgrid solutions.
EVopt Application Suite
EVopt Planner: Analyze and optimize fleet operations and charging to inform system design, evaluate trade-offs, and guide procurement decisions.
EVopt Simulator: Validate fleet electrification plans and changes in operation through detailed simulations, building confidence in system performance and proactively mitigating risks.
EVopt Controller: Real-time operational management that optimizes fleet charging strategies and vehicle dispatch processes, ensuring ongoing efficiency and reliability.
How We Help
EVopt simplifies fleet electrification by providing a comprehensive, cloud-based modeling and simulation platform. Our solution helps minimize costs, ensures reliable operations, and proactively manages risks throughout the entire electrification lifecycle.

Plan
Features:
Depot Charging
Standard Duty Cycle
Route Feasibility
Battery/Charger Sizing
Replacement Ratio
Load Profile
TCO
Rollout Plan

Design
Features:
EVopt Plan+
Custom Duty Cycle
On-Route Charging
Charger Sharing
Lane-Geometry
DER Sizing
Deployment Plan
Operations Simulation

Deploy
Features:
System Size Validation
Route Feasibility
Operations Simulation
Load Profile
Validate Performance

Operate
Features:
Operations Planning
Charge Management
Manage/Smart Charging
Pre-Conditioning
Vehicle Route Assignment
Dynamic Re-scheduling
Performance Optimization
DER Controls
Our Customers
What They Say
“We had been searching for a data analytics tool for transit fleet electrification and ended our search when we found EVopt. EVopt software has the potential to address a crucial, previously unmet need in bus fleet electrification.”

- Fleet Operator (USA)
“Microgrid Labs is fulfilling a big market need by offering a turnkey solution to electric fleet infrastructure planning. I would highly recommend any fleet operator to engage MGL for all their electrification planning needs.”
