Amazon Web Services

The Bosch Phantom Device is a non-intrusive energy monitoring solution based on AIoT (Artificial Intelligence of Things). To acquire power signatures, the sensor gadget taps into the asset's electrical supply in a non-intrusive manner. The signatures are analysed by an intelligent AI algorithm, which provides vital insights on asset level energy consumption and other pertinent operational parameters. These metrics can then be used to optimize energy usage, asset performance, and user behaviour, resulting in improved performance, reduced energy use, and ongoing improvement. The solution is enabled by several AWS services. AWS CloudFront, along with Simple Storage Service (S3) and Elastic Compute Cloud (EC2), enables storage, analysis of energy usage and delivery of insights to the end user at low latency and high speed, with enhanced security. The routing to APIs is taken care by AWS Load Balancer (ALB) and AWS Simple Notification Service (SNS) is used to alert and notify users in case of any breaches or abnormalities in energy usage. Data is stored on fully managed, flexible databases on AWS with MongoDB Atlas. The AWS IoT Core also allows connecting of multiple Phantom devices to ensure smooth communication and coherent data collection

Intelligent Connected Batteries is an AIoT platform specifically for battery OEMs to orchestrate their battery ecosystems. It consists of the Bosch manufactured Connected Battery Unit at the hardware level coupled with related software and integration services on the cloud or on-premises. With assets, competencies and a whole Bosch ecosystem across software, hardware, and AI, we enable battery OEMs to become AIoT-ready. On top of design of customized solutions in line with target use cases of our clients, we also support the OEM in implementing this solution end-to-end, thereby being their key technology partner

Intelligent Connected Tyres is an AIoT platform specifically for tyre OEMs to orchestrate their tyre ecosystems. It consists of the tyre monitoring unit at the hardware level coupled with related software and integration services on the cloud or on-premises. With assets, competencies and a whole Bosch ecosystem across software, hardware, and AI, we enable tyre OEMs to become AIoT-ready. On top of design of customized solutions in line with target use cases of our clients, we also support the OEM in implementing this solution end-to-end, thereby being their key technology partner

The Bosch Digital Twin - IAPM (Integrated Asset Performance Management) is an AI-powered integrated asset performance management system built based on natural intelligence and first principles. It is a cyber physical system that involves modelling industrial assets with all their geometrical data, kinematic functionality and logical behavior permitting business operations to be simulated, controlled and improved. A digital prediction machine that generates physics, engineering and business insights enhanced by virtual sensors and 3D interactive immersive environment. The solution is enabled by a host of AWS services. The standard Docker containers sourced from AWS Elastic Container Registry (ECR) are hosted on Elastic Kubernetes Service (EKS). It stores data and 3D files for visualization on AWS Document DB, and AWS S3. The routing to APIs is taken care by AWS Load Balancer (ALB). Both API and Frontend have custom Bosch domains. The frontend is Angular SPA app, which is protected by Cognito and created inside its User Pool. The solution authorization process is handled by OIDC flow. The solution handles all the routing matters by Route 53 in comparison to CloudFront, which provides CDN globally.

SVENTA (Sound & Vibration based Engineering Test data Analytics) platform is an AI powered sound engineering & diagnostic platform for acoustic or NVH (Noise, Vibration & Harshness) assessments. Users can record sound or vibrations (with measurement grade plug and play digital sensors & a smart phone), perform up to 8 automated analysis (in under 2 mins for 60s data sampled at 48KHz) and enable prediction of probable root-causes of NVH issues. Experts can visualize elaborate analysis results and a smart summary on the SVENTA webapp portal. This has enabled field engineers & NVH experts to reduce over 98% lead time for field problem investigation. SVENTA uses serverless architecture with key AWS cloud components (such as Lambda Step-functions, S3, DynamoDB, API gateway, Cognito, SQS) which helps to maintain performance, optimize the resource utilization and enable further scalability. To enable seamless content delivery, Cloud-front, together with Route 53 is also used. Potential application areas include field problem investigation or service center NVH diagnostics for vehicles and i4.0 applications such machine diagnostics or audit/100% End of Line testing in the product manufacturing lines.