Optimizing E-Mobility Solutions for a U.S.-Based Transportation Conglomerate
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2024年6月11日
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A transportation conglomerate needed a machine learning solution to forecast charging demand for its electric vehicle fleet at specific times and locations. FTI Consulting was engaged to develop a model simulating driving behavior and suggest locations for future infrastructure.
Our Impact
- Our professionals developed advanced simulation and optimization algorithms to identify the best locations for new stations and forecast demand at various points in time.
- Our team developed an interactive web app allowing the client to access and download the results of the model and generate usage and demand scenarios.
- The client utilized our team’s insights to carefully design and optimize their energy supply strategy and pinpoint prime locations for future charging stations.
Our Role
- FTI Consulting professionals analyzed more than four million journeys made by partner-drivers to understand current hotspots and congregations of drivers, examining preferences, driving and charging behaviors.
- FTI Consulting relied on a mix of advanced statistical analysis, machine learning techniques and expert input to optimize supply, boost charging speeds and forecast demand.
发布于
2024年6月11日
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