Traffic Forecasting
Get precise predictions
for traffic counts and speeds on road segments, even those without sensors.
Utilizing state-of-the-art machine learning, it integrates various data sources
to provide accurate traffic metrics from 15 minutes up to 2 hours ahead,
offering a comprehensive view of road conditions.
Our advanced Traffic Forecasting with Predictive Interpolation
Predictive interpolation
Our traffic forecasting model offers precise predictions for traffic metrics such as counts and speeds, covering time horizons from 15 minutes to 2 hours. This cutting-edge tool excels in delivering accurate forecasts even for road segments that lack direct measurement equipment, effectively acting as a "predictive interpolation" model to bridge data gaps.
Utilizing state-of-the-art machine learning, our model integrates diverse data sources—including traffic sensors, GPS data, and historical records—to provide reliable traffic insights. It possesses a dual capability: predicting traffic metrics for equipped segments and forecasting for areas without sensors. This is achieved through the fusion of fixed sensor data and floating car data (FCD).
Unlike traditional forecasting models, our model fulfils two essential functions:
- Accurate Prediction of Traffic Metrics: Provides precise forecasts for road segments equipped with measurement equipment at various time horizons.
- Precise Prediction for Non-Sensor Areas: Offers reliable traffic metrics for road segments lacking roadside sensors.
The Macq forecasting model combines the accuracy of traffic measurements from equipment and the wide geographical coverage of FCD to predict accurate traffic metrics per vehicle class on a road network.
Discover all details about our Forecasting Model and transform your traffic management approach today!
Get to know our Traffic Interpolation Module
Explore our Traffic Interpolation module to enhance your traffic management with seamless data integration and accurate forecasts.
M³ Mobility Manager
M³ can include all our home-made Solutions & Applications, adaptable to your specific needs.
Whatever you want to monitor, M³ can do it.
Get in touch!
Contact us to discover how our solutions can address your needs and advance your operations.