Real-Time Vehicle Diagnostics and Health Monitoring
Providing users with peace of mind on Vehicle Health
Global Automotive Industry Leaders
Challenge
- Vehicle Owners spend more on repairs since the malfunctioning parts are not repaired on time.
- Data from various sensors were used for diagnostics only at service centers.
- Secure and real-time collection of vehicle sensor data and analysis was cumbersome due to volume.
- Collection and processing infrastructure and software licenses were expensive limiting the use of data for decision making and actions.
Solution
- Put together a data lake based architecture collecting information from varying sources, in real-time.
- IoT streams from numerous sensors actively channeled through an event driven streaming analytics platform.
- Serverless architecture to process data, detect anomalies, notify users and generate vehicle health report was scaling up or down to needs without expensive licenses and hardware.
- Integrated notifications on mobile app.
Technologies
Benefits
- Reductions in cloud service expenses, PDF licensing costs, and warranty budgets.
- Data-driven reporting to help customers better understand the mechanical health of their vehicles.
- Eliminated most data center hardware, allowing fast time to value; low maintenance; and an economical, usage-based cost model.
- Users were able to save cost of repair since anomalies were detected well in advance.