AWS IoT FleetWise FAQs

AWS IoT FleetWise is a managed service that allows you to collect vehicle data, transform it, and then transfer it to the cloud to gain insights about your fleet(s) of vehicles. You can use the data transferred by AWS IoT FleetWise to help you analyze vehicle fleet health to quickly identify potential maintenance issues, make in-vehicle infotainment systems smarter, or use analytics and machine learning (ML) to improve models for autonomous driving and advanced driver assistance systems (ADAS).

AWS IoT FleetWise removes the complexities of collecting data from vehicle fleets at scale. Using virtual vehicle modeling, you can create a common data format across vehicle brands, models, and components, allowing for streamlined fleet-wide data analysis in the cloud.

AWS IoT FleetWise also helps you more intelligently collect vehicle data, which provides you access to more useful data in the cloud. You can improve data relevance by creating time- and event-based data collection campaigns that send the exact data you need to the cloud.

First, log in to the AWS Management Console. Next, check out the documentation for getting started on the resources page. Finally, start building with AWS IoT FleetWise by modeling your vehicle and defining data collection campaigns.

The Edge Agent Reference Implementation for AWS IoT FleetWise can run on most embedded Linux-based platforms. To see examples of reference hardware the Edge Agent Reference Implementation has been ported to, visit the Partners page. Instead of procuring hardware, the Developer Guide contains instructions for setting up a virtual environment using an Amazon Elastic Compute Cloud (EC2) instance powered by AWS Graviton2.

Porting your Edge Agent to your target hardware is a straightforward process. To get started, you can find porting information on the Edge Agent GitHub page, which includes source code access, platform support, build dependency information, and other resources. To learn more, see the Edge Agent guide available within the console.

Data collected and ingested through AWS IoT FleetWise goes directly into your storage repository, such as Amazon Timestream or Amazon Simple Storage Service (Amazon S3). You own and control data collected by AWS IoT FleetWise.

• Amazon Timestream is a fast, scalable, and serverless time series database. You might use Amazon Timestream when you need to feed near real time data into a dashboard to reflect current vehicle health status.
• Amazon S3 is an object storage service offering industry-leading scalability, data availability, security, and performance. You might use it when you have a scenario that requires batch processing and analysis of vehicle data over a period of time. For example, when monitoring driving behaviors, tracking infotainment interactions, or creating better long-term maintenance plans for electric vehicle fleets.

No. To change the storage destination, you must create a new campaign and choose Amazon S3.

AWS IoT FleetWise collects and transports traditional CAN-based automotive sensors (forinstance, engine temperature or fuel pressure). In 2023, we plan to support data collection from advanced sensors such as camera or radar.

A vehicle model is a digital representation of your vehicle’s sensors and signals. You can make these models as simple or as detailed as you wish. Using the virtual vehicle model as a blueprint for AWS IoT FleetWise allows you to organize vehicles by common attributes (such as number of doors) into campaigns and then set uniform collection parameters across your diverse fleet of vehicles. Vehicle models can help you create and share sensor and signal definitions across multiple providers. For detailed information, see the AWS IoT FleetWise Developer Guide.

Define the vehicle data you wish to collect by writing straight forward, rules-based statements from the AWS IoT FleetWise console. AWS IoT FleetWise sends these statements to your vehicles from the cloud, and your Edge Agent collects and transfers data according to the statements. For detailed information, see the AWS IoT FleetWise Developer Guide.

You can integrate AWS IoT FleetWise with your existing implementations of AWS services, such as AWS IoT Core and Amazon Timestream. To discuss integration with your specific architecture, or other integration options with AWS IoT FleetWise, contact our sales team.