Author's Latest Posts

Trusted Sensor Technology For The Internet Of Things

“Data is the new oil” — Clive Humby, 2006 While this prediction relates to the value that can be generated from data, the focus here is on the tools at the oil well. Just as oil drilling platforms are expected to reliably produce crude oil around the clock, sensors are expected to reliably and continuously deliver high-quality data. But sensors have long since evolved from simple me... » read more

Enhancing Datasets For Artificial Intelligence Through Model-Based Methods

By Dirk Mayer and Ulf Wetzker Industrial plants and processes are now digitized and networked, and AI can be used to evaluate the data generated by those facilities to increase productivity and quality. Machine learning (ML) methods can be applied to: Product quality classification in complex production processes. Condition monitoring of technical systems, which is used, for examp... » read more

Development Of Distributed Intelligent Systems With The Robot Operating System

Networked robotic systems are increasingly prevalent. In addition to industrial robotics now firmly ensconced in manufacturing, applications are also being developed in the areas of logistics, medical technology, and even unmanned aerial vehicles (UAV) and unmanned underwater vehicles (UUV). In general, robotic systems are still centrally controlled by a PLC based on statically planned tasks... » read more

Design Support For A Green IoT

By Dirk Mayer and Roland Jancke The Internet of Things (IoT) is growing rapidly all around the world. New devices are continually being added, all collecting a variety of data and transmitting them (often wirelessly) to edge devices, which in turn relay the data to the cloud for further processing. It is estimated that in a few years IoT devices will be responsible for over 20% of global ene... » read more

Artificial Intelligence For Industrial Applications

By Dirk Mayer and Olaf Enge-Rosenblatt Due to digitalization, modern machines and systems provide massive quantities of data, which form a significant basis for the optimization of production processes, operations and safety. These data sets, however, grow more and more complex, which renders the simple analysis methods typically used in the past often ineffective. This is one factor driv... » read more

IoT For Building Energy Systems In Zero-Emission Buildings

By Dirk Mayer and Olaf Enge-Rosenblatt How can buildings contribute to a significant reduction in global primary energy consumption? Due to the global trend toward reducing CO2 emissions and resource conservation, the demands are increasing with regard to the efficiency of heating, ventilation and air-conditioning (HVAC) systems operated in buildings. In conflict with calls for fas... » read more