Logistics operators face increasing complexity as they integrate electric vehicles (EVs) into traditional internal combustion engine (ICE) fleets. HERE Technologies has announced an upgrade to its HERE Tour Planning solution to address these challenges. The update utilizes AI-powered predictive intelligence to optimize mixed-fleet operations, specifically targeting the variables that impact EV range and delivery reliability.
Highlights
- Mixed-Fleet Optimization: Integrates powertrain-specific constraints for both EVs and ICE vehicles into a single planning engine.
- Predictive AI Accuracy: Utilizes physical consumption models and real-world variables to improve ETA accuracy by up to 15%.
- Charging Infrastructure Integration: Provides automated recommendations from a database of over 1.9 million public and private charging points.
- Regulatory Compliance: Automates route planning to adhere to time-based restricted zones and urban emission mandates.
Advanced Energy Consumption Modeling
Traditional routing software often applies uniform assumptions across a fleet. The upgraded HERE platform replaces these with a physical consumption model. This system accounts for vehicle payload, topography, and weather conditions—factors that disproportionately affect EV performance compared to ICE counterparts. By learning unique operating profiles, the tool helps operators mitigate range anxiety and ensure tour feasibility.
AI-Powered Predictive Intelligence
The software incorporates time-based variables through AI predictive intelligence. This capability allows logistics managers to adjust for dynamic constraints, such as shifting traffic congestion and temporary road closures. The system minimizes delays by accurately scheduling around time-dependent restricted zones, which is critical for last-mile delivery in dense urban environments.
Charging and Infrastructure Management
To maintain productivity during the EV transition, the platform manages mid-route charging requirements. It allows for the ingestion of private charging locations or identifies optimal stops via a global database of 1.9 million charge points. This integration ensures that charging occurs at the most efficient intervals, preventing the operational disruptions often associated with fleet electrification.
Technical Capabilities
The suite includes several key features designed for enterprise-grade scalability:
- EV-Ready Routing: Adjusts delivery sequencing to reduce vehicle weight early in the route, extending battery range.
- Automated Tour Planning: Generates complex plans for multiple vehicles and jobs simultaneously to reduce manual labor.
- Unified Map Data: Leverages high-definition mapping with road attributes like bridge heights and road gradients for commercial vehicle safety.
The commercial electric vehicle market is projected to grow nearly 20% annually through 2032. These enhancements aim to provide logistics providers with the data-driven tools necessary to scale sustainable operations without sacrificing efficiency.
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