What we're building. What we're thinking. What the community is learning.

Jeremy, the co-founder and CTO of United Manufacturing Hub, sits down with Bodo Körber from Bain & Company, discussing plant-centric infrastructure, Unified Namespace, and the future of manufacturing.

Learn to change the Node-RED instance timezone in the UMH from 'Europe/Berlin' to your preferred timezone. Find easy step-by-step instructions for using Lens/UMHLens and the Helm Chart for quick updates.

Discover how to install the United Manufacturing Hub (UMH) on Red Hat Enterprise Linux (RHEL). It will be installed as a VM running in Proxmox.

The article delves into the different data requirements of frontline workers and business analysts, the roles of OLTP and OLAP databases, and the concept of Lambda Architecture for managing large volumes of real-time and historical data.

Discover the latest version of United Manufacturing Hub. We've upgraded to Redpanda for seamless Kafka compatibility, optimized resource usage for better performance, and enhanced stability and functionality with backend improvements.

ℹ️This is still work in progress. Feedback is appreciated. In manufacturing, the Unified Namespace (UNS) is a powerful tool for facilitating communication between nodes in a network. This event-driven architecture operates on the principle that all data should be made available for consumption, regardless of whether there is an immediate consumer. This means that any node in the network can act as either a producer or a consumer, depending on the system's needs at a given time. 💡ADR: Adoption

ℹ️This is still work in progress. Feedback is appreciated. Welcome to the Architect's Guide to Data Modeling in Manufacturing in UNS-based Architectures. This guide will provide a comprehensive exploration of data modeling in the manufacturing industry, focusing on the fundamental components of Unified Namespace (UNS) architecture.

ℹ️This is still work in progress. Feedback is appreciated. OT Data Models are the initial point of data generation, and they come in two forms: Specific Operational Models, and Generalized abstracted Data Models. Specific Operational Models Specific Operational Models provide a general understanding of how the process works, and define tags and their possible values. These models are designed to explain how a particular machine or process operates in a manufacturing environment. Here are som

ℹ️This is still work in progress. Feedback is appreciated. The lifeblood of modern manufacturing is data. It fuels insights, drives decisions, and enables smart factories to operate efficiently and innovatively. With the rise of Industry 4.0, understanding the types, structures, and storage of manufacturing data has become more critical than ever. In this chapter, we'll delve into the main archetypes of data commonly found in the manufacturing industry: relational data, time-series data, and se