// ROBOTICS AND SMART FACTORIES TERM
Manufacturing Analytics
The process of collecting, analyzing, and interpreting data from manufacturing operations to gain insights. This helps improve efficiency, quality, and decision-making.
TECHNICAL DEFINITION
Manufacturing analytics involves applying statistical methods, data mining, and machine learning techniques to industrial data (e.g., production, quality, sensor, supply chain) to derive actionable insights, optimize processes, predict outcomes, and enhance overall operational performance and decision-making.
BACKGROUND
Smart manufacturing is a broad category of manufacturing that employs computer-integrated manufacturing, high levels of adaptability and rapid design changes, digital information technology, and more flexible technical workforce training. Other goals sometimes include fast changes in production levels based on demand, optimization of the supply chain, efficient production and recyclability. In this concept, a smart factory has interoperable systems, multi-scale dynamic modelling and simulation, intelligent automation, strong cyber security, and networked sensors.
READ MORE ON WIKIPEDIASYNONYMS & ALIASES
- Production Analytics
- Factory Data Analysis
- Industrial Analytics
- Operational Analytics
USAGE NOTE
Manufacturing analytics helps identify bottlenecks and optimize resource allocation on the shop floor.
DEVELOPERS
Organizations developing technology related to Manufacturing Analytics.
A global technology powerhouse with a significant focus on industrial automation and digitalization, offering solutions like MindSphere (an industrial IoT platform) and Xcelerator portfolio for manufacturing analytics, digital twin, and operational optimization.
Provides industrial IoT software and analytics solutions, including the Predix platform, focusing on asset performance management, operational intelligence, and manufacturing execution systems for various industrial sectors.
Offers a comprehensive suite of industrial automation and information solutions, including FactoryTalk Analytics, which provides real-time manufacturing intelligence, performance monitoring, and quality analytics.
A leading provider of enterprise software, SAP offers solutions for manufacturing operations management, supply chain planning, and embedded analytics capabilities (e.g., SAP Digital Manufacturing, SAP Analytics Cloud) to provide deep insights into production processes.
Through its Azure IoT, AI, and Machine Learning services, Microsoft enables manufacturers to collect, process, and analyze vast amounts of operational data, supporting predictive maintenance, quality control, and smart factory initiatives.
Known for its ThingWorx Industrial IoT platform, PTC enables manufacturers to connect operational technology (OT) and information technology (IT) systems, collect data, and build analytics applications for real-time operational insights and process optimization.
Provides industrial automation and control systems, along with software solutions for operational performance, data analytics, and decision support, helping manufacturers optimize production, energy, and maintenance.
Offers EcoStruxure, an IoT-enabled, open, and interoperable system architecture that delivers end-to-end solutions for smart manufacturing, including industrial automation, energy management, and advanced analytics for improved efficiency and productivity.