HERE Unveils Service That Predicts Availability of EV Charge Points Globally

A groundbreaking service by HERE Technologies is set to revolutionize the EV industry by mitigating one of the key concerns for EV users – finding an available public charging point. By predicting the availability of these charge points, the service aims to improve the convenience and efficiency of EV charging, thereby promoting the adoption of sustainable transportation.

The boom in EV adoption across various global markets has given rise to an unprecedented demand for robust charging infrastructure and effective solutions to help drivers plan their charging schedules more efficiently. Notably, the rapid consumer adoption rate, which may even surpass EV sales in the near term, could lead to a temporary scarcity in the availability of public charge points. This anticipated shortage underscores the importance of predictive services, like the one introduced by HERE Technologies, in ensuring a seamless and convenient EV charging experience, thereby further bolstering the transition towards sustainable transportation.

The novel charge point prediction feature is a ground-breaking advancement in the EV industry. Unique in its ability to take into account both the supply of EV infrastructure and real-world user demand, the feature also considers variables such as weather conditions, time, and day of the week. This complex interplay of factors results in a highly accurate prediction of charge point availability, greatly enhancing the functionality of the EV charging ecosystem. This innovative addition enriches the existing HERE EV Charge Points offering, which has already been deployed globally by numerous automakers. This integration of technology underlines HERE Technologies’ commitment to empowering EV users and catalyzing a shift towards sustainable transportation.

HERE Technologies, a global leader in location data and services, aggregates data from over 90% of public charging operators worldwide. The company’s team of big data experts normalize and conflate these diverse and complex data sources, creating a dynamic graph model of the world’s supply of public EV charge points. This model is continuously updated to provide users with real-time information on charge point availability, thereby promoting a more efficient and seamless EV charging experience. The comprehensive data aggregation and advanced analytics employed by HERE highlight its pioneering role in optimizing the public EV charging infrastructure, a critical component of the shift towards sustainable transportation.

HERE EV Charge Points’ advanced prediction capability is driven by an applied Machine Learning (ML) algorithm that utilizes a diverse array of inputs. These inputs include GPS probes, vehicle sensor data, and correlated historical data encompassing time of day, weather, and traffic patterns. Consequently, HERE gains a detailed understanding of user patterns at EV charge points and the prevailing traffic conditions in the surrounding area. The richness of this real-world data creates a virtuous cycle, feeding the ML algorithm with a vast volume of training data. This wealth of information enables HERE to continuously refine and enhance the accuracy of the prediction service, ensuring it remains at the cutting edge of EV charge point availability forecasting.

“EV drivers are navigating a patchwork of infrastructure, with various plug types, pricing, and little understanding of when a charge point is occupied,” said Chris Handley, Vice President of Dynamic Spatial Content at HERE Technologies. “This feature is focused on delivering a much-needed tool for EV drivers to more confidently plan their day and waste less time on charging.”

HERE Technologies further assists EV drivers in overcoming ‘range anxiety’ by offering dynamic services that optimize vehicle range, routing, and charging. The innovative charge point availability prediction service enhances the pre-existing intelligent routing and charge point POI data capabilities. This means that drivers now not only have access to comprehensive data on charging locations, but they also possess a predictive insight into the charge point’s availability upon their arrival. This crucial feature adds another layer of confidence and convenience to the EV driving experience, promoting a more reliable and efficient utilization of public EV charging infrastructure. The continuous advancements by HERE are revolutionizing the EV landscape by providing drivers with real-time, actionable information to make the most of their electric vehicle journeys.

Encompassing a vast global network, HERE location data and software services are integral to approximately 170 million vehicles worldwide. The robust HERE platform currently consumes live sensor data from an astounding estimate of 34 million connected vehicles. This invaluable feed of real-time data is the powerhouse behind HERE’s Advanced Driver Assistance Systems (ADAS), as well as its state-of-the-art connected and automated vehicle services. By leveraging this wealth of sensor data, HERE is elevating the future of vehicular mobility, supporting safer and more efficient roads, and transforming the driving experience as we know it.

HERE has successfully constructed one of the world’s most expansive enterprise-grade location data and map platforms. By seamlessly amalgamating thousands of diverse data sources, HERE has been able to capture and index a comprehensive representation of the world’s road networks and urban environments. The result is a powerful, all-encompassing location platform that provides an unrivaled one-stop shop for software developers and the global automotive industry alike. This platform encompasses an extensive selection of location data, services, and software, simplifying accessibility and usability for its users. The value of this integrated platform is palpable in the heightened efficiency and accuracy it brings to various location-dependent operations within the automotive industry and beyond. HERE’s remarkable strides in location data technology underscore its commitment to transforming the world of mobility and transport.

Learn more about EV Charging Services at: https://www.here.com/solutions/connected-driving/electric-vehicle