The importance of Analytics for business
Knowing how to manage and process data, information, is an asset of the digital enterprise. That's why analytics tools are becoming increasingly important in the manufacturing sector. As highlighted by Gartner in one of its Magic Quadrant for Analytics and Business
Artificial intelligence: instructions for use
Artificial intelligence does not have an unambiguously accepted definition. This is because AI is not a stand-alone technology but a combination of different technologies that, properly orchestrated with each other, allow machines to act, almost, autonomously. Unlike automation, AI doesn't
SPE, Single Pair Ethernet
With SPE, for the first time, it is possible to speak the language of the cloud with every sensor, even the thinnest and miniaturized ones. The field level and all its participants become capable in real time, intelligent and therefore
Coding free Gateways for IIoT
From the first models for internet working between different local networks, to devices for IoT and IIoT environments, up to IoT Gateways, fundamental resources for the future development of Internet of Things. The importance of IoT Gateways is absolutely evident if
Ensemble Modeling: How to Improve Machine Learning
What is Ensemble Modeling? Ensemble Modeling is a technique used to improve the results of Machine Learning projects. This Ensemble Modeling technique allows to obtain a better predictive performance compared to the models from which it is made up, thanks to
Human-in-the-loop: humans and machine learning
Machine Learning is a subset of artificial intelligence (AI) that deals with creating systems that learn or improve performance based on the data they use: it has unprecedented computational capacity, but on its own it cannot be perfect. It always requires
Augmented Reality for the energy assessment of production systems
Industry 4.0 has always been synonymous with recovery and efficiency, which is also declined in terms of energy efficiency: Augmented Reality provides tools that enable the energy assessment of production systems and plants. The current industrial situation sees companies in a
Difference Between AI and Cognitive Computing
Artificial Intelligence and Cognitive Computing are often used as interchangeable terms, and as much as both refer to machines with human-like capabilities, there are some big and important differences. AI, some basic notes AI is talked about abundantly, and equally abundant are
How AR systems guide industrial operators in preventive maintenance activities
Efficiency, safety, remote control: augmented reality systems guide industrial operators in preventive maintenance activities. The advantages of augmented and virtual reality in industry 4.0 are considerable. In new construction projects, augmented reality makes it possible to intervene in the early stages