AIoT Non-intrusive Connect
Non-intrusive data extraction with AIoT
Non-intrusive data extraction refers to a method of collecting information from a system or process without physically disrupting or altering the operation of that system. In the context of industrial processes, such as manufacturing or automation, data extraction is essential for monitoring and optimizing performance. Traditional methods of data extraction often involve intrusive measures, such as installing additional sensors or modules with wiring, which can be time-consuming and may interrupt the normal functioning of the system.
In the non-intrusive approach, the data is collected without the need for physical interference or modifications to the existing infrastructure. Instead, visual data or images from the system's indicators or displays are used. These visual inputs are then processed using artificial intelligence (AI) and other technologies to extract relevant information. This method eliminates the need for additional cabling, termination, or the installation of extra sensors.
Non-intrusive data extraction is often considered more cost-effective and efficient compared to intrusive methods, as it minimizes...