DRˣ EV Prophet©
DRˣ EV Prophet©:
EV System Planning for Your
Grid of the Future
DRˣ EV Prophet© combines AI, utility, and external data to deliver accurate EV load forecasts, helping utility leaders plan where and when demand will grow. With clear, data-driven insights, it enables proactive system planning, prevents circuit overloads, and supports confident investment and regulatory decisions.
Charter the EV Course with Unmatched Precision
PREDICT CUSTOMER EV EARLY ADOPTION BEHAVIOR
Utilize psychographic data to predict which customers are most likely to buy EVs, and when, combining your own and other available data sources through DRˣ.
TARGET GROWTH LOCATIONS
Rather than considering growth from EVs at a system-wide rate, forecast it at the individual circuit, segment and substation level.
TIME THE GROWTH
Research shows that EV penetration will not be linear over the next years or even within each year. Forecast load increases at yearly and even monthly levels based on demonstrated consumer behavior.
VISUALIZE THE GEOGRAPHIC LANDSCAPE
Map charging stations, EV dealerships, and even bus garage locations to integrate commercial/transit system impacts.
Key Elements That Make EV Prophet© Effective
Our DRˣ EV Prophet© software surpasses other market approaches with its superior accuracy, driven by deep domain expertise and industry benchmarks. Our advanced ML Predictive Models integrate diverse data sources, including local customer psychographics and Third-Party EV Forecasts, providing precise insights into the emergence of new EVs and associated capital investment requirements.
Additionally, our innovative modeling of your company’s hourly interval load data identifies existing “EV Positive” meters, aiding in the anticipation of EV clusters, understanding customer charging behavior, and preventing potential circuit and substation overload situations.
MACHINE LEARNING MODELS
A combination of time-series and ML Models, plus validating the results with accuracy analyses and optimizing the model ongoing. Target growth locations and timing by predicting early adoption behavior; visualize the geographic landscape.
NEW EV CONNECTION INSIGHTS
Automatically detect “EV Positive” Meters. Display and track consumption at a customer level to deduce where charging is taking place and behaviors, supporting existing or driving improvements to incentives and programs.
PREDICTION OF CAPITAL INVESTMENT REQUIREMENTS
Predict and robustly support the capital investment dollars needed to target specific circuit and substation overload situations to stakeholders.
CUSTOMER PSYCHO-GRAPHICS
Demographics, Media Consumption, Financial, Lifestyle, Activities, etc.
3 ISL DOMAIN EXPERTISE WITH COMPANY & EXTERNAL DATA SETS
Driving feature selection and engineering, exploratory data analysis, and utilizing industry benchmarks.
THE DRˣ EV PROPHET© PLATFORM
Affordable and feature-rich, DRˣ EV Prophet© offers unmatched value. Utility leaders gain confidence in credible EV projections, preventing circuit overloads and potential backlash.
DRˣ Resources
DRˣ Weather Guard©
DRˣ EV Prophet©
DRˣ FireGuard©
DRˣ for Reliability Optimization
Embark on Solutions That Transform
