Insights Hub Quality Prediction for Manufacturing and Connected Shopfloors is part of Siemens Xcelerator portfolio. Insights Hub empowers industries to generate actionable insights from assets and operations data, driving manufacturing excellence by improving operational efficiency and quality. Insights Hub Quality Prediction is an easy-to-use industry solution to predict quality metrics with machine learning technologies for goods while they are manufactured. Thereby it continuously improves quality inspection and rework processes. This solution also indicates which machine and process parameters influence quality outcome, ranks them by importance and provides insights such that processes can be tuned for optimal quality outcome.

Insights Hub Quality Prediction offers the following capabilities for automatic prediction of the quality metrics by production data analytics

• Exploration of data identifying influence factors and correlations
• Pre-processing, aggregation and feature extraction for machine and quality data
• Use of machine learning to solve regression and classification problems for quality prediction
• Visualization of prediction results (incl. virtual experiments)

Along with Insights Hub Quality Prediction, you will receive:

• Dedicated Industrial IoT environment which provides you access to key industrial IoT capabilities in form of a Premium Capability Package
• 10,000 Asset Attributes to configure your industrial IoT data model. Asset Attributes represent the field variables to read and configure
• IIoT Data Package Medium

Insights Hub unleashes the full capability of Siemens Industrial IoT at scale. Transform your entire business, processes and products with deep, actionable insights into your enterprise. Discover the semantics of data on a large scale and, on top of that, enhance the production lifecycle, product maintenance and engineering with the fast set up of digital twins for connected products and shop floors. This is all built on top of a seamless integration of Industrial IoT into any enterprise ecosystem through a powerful Identity Provider Federation tool. This package comes with a production and operator environment, a development environment and two test environments.

For end users, the Premium capability package allows you to:

• take control of authentication and kick-start into Industrial IoT with Identity Provider federation
• use powerful Digital Twin applications for IoT enabled product diagnosis and design improvements or simulation backed production analytics and optimization - connect your downstream and upstream processes across product or factory lifecycle to simulate, predict and optimize the product and production systems
• benefit from advanced data contextualization by querying semantically contextualized data from multiple data sources.

For developers or solution providers, Premium capability package aligns to needs of mission critical use cases with selling capabilities, such as providing apps to others, publishing them in the Digital Exchanage Marketplace or multiple environments for testing of e.g. multitenancy:

• Build a simple IoT app or digital service which leverages advanced analytics capabilities
• Sell your app or digital service directly to your end customers
• Sell your app or in the global market via the Digital Exchange Marketplace at-scale