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Scalable Cloud Infrastructure for Large-Scale EV Charging Network Optimization
  1. case
  2. Scalable Cloud Infrastructure for Large-Scale EV Charging Network Optimization

Scalable Cloud Infrastructure for Large-Scale EV Charging Network Optimization

simform.com
Energy & natural resources

Challenges in Managing Distributed EV Charging Infrastructure

The client faces issues with uptime control, location accuracy, and data processing in a high-traffic, distributed charging environment. System service interruptions disrupt billing and charging flows, GPS signal fluctuations lead to location mismatches, and backend systems are strained by massive data volumes during peak operations. These challenges hinder user experience, operational efficiency, and scalability of the EV charging network.

About the Client

A rapidly growing energy company managing a nationwide network of mobile electric vehicle charging stations, seeking to enhance operational efficiency and system scalability.

Goals for Building a Robust, Scalable EV Charging Management Platform

  • Develop a comprehensive platform that supports scalable real-time data ingestion from thousands of distributed chargers.
  • Implement a centralized fleet management system for location tracking, service health monitoring, charge scheduling, and energy usage reporting.
  • Enable real-time telemetry and diagnostics for remote monitoring and diagnostics of charging stations.
  • Design an event-driven backend infrastructure to handle millions of IoT signals daily with low latency during traffic spikes.
  • Facilitate remote device control to reconfigure charging parameters, push software updates, and perform health checks remotely.
  • Achieve a system uptime stability that minimizes service interruptions, ensuring reliable billing and charging experiences.
  • Optimize system resource usage to reduce memory consumption, lowering operational costs, and improving efficiency.

Core Functional Features for the EV Charging Platform

  • Centralized fleet management dashboard for location, health, and energy management of charging units
  • Real-time telemetry layer for continuous device status, session, and energy data streaming
  • Event-driven backend infrastructure supporting high-volume IoT data ingestion with low latency
  • Remote device configuration and control capabilities, including software updates and parameter adjustments
  • Automated diagnostics and reporting tools for diagnostics and proactive service management
  • Uptime stability mechanisms to ensure minimal service interruptions in high-traffic conditions

Preferred Technology Stack and Architectural Approach

Cloud-native, event-driven backend architecture
Real-time telemetry protocols (e.g., MQTT, WebSockets)
Scalable data storage solutions for high-volume IoT data
Modular, containerized microservices for flexibility
CI/CD pipelines for faster deployment cycles

External System Integrations Needed

  • GPS and location services for accurate charger positioning
  • Billing and payment systems for transaction processing
  • Remote software update mechanisms
  • Diagnostics and reporting tools
  • Device health monitoring systems

Key Non-Functional System Requirements

  • System scalability to support over 100,000 charging sessions concurrently
  • Low latency data processing to support real-time visibility and control
  • 10 hours per week reduction in development cycle time through modular architecture
  • 30% reduction in memory and resource usage compared to previous versions
  • High system availability and uptime stability

Expected Business Impact of the Enhanced EV Charging System

The new digital platform is expected to enable efficient charging operations, support over 100,000 EV charge sessions reliably, reduce infrastructure load, and facilitate rapid development cycles. Optimized resource consumption and enhanced stability will lower operational costs and improve user experience, positioning the client as a scalable leader in the EV charging industry.

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