Driving Operational Excellence Leveraging Telemetry
Data Solutions for Electric Motorcycle Manufacturers
Audax Labs implemented Microsoft Azure Data Lake as a centralized platform to gather and analyze telemetry data from electric motorcycles. This enabled real-time insights, predictive maintenance, and enhanced user experience by optimizing battery performance and ensuring data security and compliance, while also reducing operational costs.
Problem
A major EV motorcycle manufacturer was facing challenges in extracting valuable insights from the telemetry data produced by their vehicles. This telemetry data, comprising crucial information regarding battery performance, charging behaviors, ride analytics, and more, played a pivotal role in refining motorcycle designs, predicting maintenance needs, and enhancing user satisfaction. However, the sheer volume and complexity of this data posed challenges in its effective utilization.
Solution
Audax Labs effectively harnessed the potential of Microsoft Azure IoT Hub, Azure Data Lake, Azure Data Factory, and PowerBI, establishing it as the central hub for gathering and storing telemetry data originating from electric motorcycles. This encompassed a wide array of data, encompassing both structured and unstructured formats, such as sensor data, GPS coordinates, battery health metrics, and more. Additionally, Audax Labs implemented robust data processing and analytics techniques to extract actionable insights from the vast dataset.
Benefits
- Real-Time Insights: The implementation of Azure Data Lake enabled the manufacturer to access real-time insights into vehicle performance, usage patterns, and user behavior, facilitating informed decision-making.
- Predictive Maintenance: By analyzing telemetry data, the manufacturer could predict maintenance requirements and proactively address potential issues, minimizing downtime and optimizing operational efficiency.
- Improved User Experience:Leveraging insights derived from telemetry data, the manufacturer enhanced the overall user experience by tailoring motorcycle features and services to meet user preferences and needs.
- Optimizing Battery Performance: Through detailed analysis of battery performance metrics, the manufacturer optimized battery usage, extending battery life and enhancing vehicle reliability.
- Data Security and Compliance: Audax Labs implemented robust security measures to ensure the confidentiality, integrity, and availability of telemetry data, thereby ensuring compliance with data privacy regulations.
- Cost Optimization: By streamlining data storage, processing, and analysis processes on Azure Data Lake, the manufacturer achieved cost optimization, reducing operational expenses associated with data management.
More Case Studies
Gen-AI powered chat support for One of the Largest EV Manufacturer
A big electric bike company in the US had too many people asking the same questions, making it hard for their support team. Audax Labs suggested using smart computer programs to help. These programs learned from past answers and could handle easy questions without needing human help. This saved time and made things smoother.
Empowering EV Adventures: Introducing Connected Mobile Control Solutions
Audax Labs developed an advanced “connected EV” solution for a prominent North American EV manufacturer. This solution allows users to control their EVs through mobile devices, offering features like EV charging status, health monitoring, and roadside assistance.
Enhancing User Experience for Automotive Manufacturer with Augmented Reality User Manuals
Audax Labs developed an AR solution using Unity, Vuforia, and native iOS for a US-based automotive manufacturer, enabling bike owners to access paperless user manuals integrated into their mobile app, enhancing user experience, saving costs and time, and allowing seamless updates.