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TIA ProcessHealth consists of applications that analyze data using algorithms focused on monitoring and optimization, conduct real-time data analysis on cluster or streaming data, and utilize anomaly detection algorithms. In addition to condition monitoring and anomaly detection, TIA ProcessHealth allows the use of intelligent algorithms to optimize the production process. It provides a decision support mechanism within the scope of production planning. It is ensured that the most effective productions that can be realized in different combinations are selected and thus energy and material consumption is minimized.
TIA ProcessHealth has the ability to transfer the domain information of the production planning process to the software. It is a decision support system that can make accurate decisions even in new situations by using machine learning algorithms. It provides the estimated consumption results of the production plan.
TIA ProcessHealth provides a process optimization capability that enables processes to optimize their parameters. It is a system that supports decision making of users at various levels, from operators to senior managers. In doing so, TIA ProcessHealth uses process data and TEKNOPAR's artificial intelligence libraries. Data driven models are pre-trained and tested to get the best solutions to the problems. Different machine learning and deep learning algorithms are used according to the type of process and the decision to be taken.
With the condition monitoring platform developed for decision support, operational data acquired from different processes and sensors are analyzed and monitored with metrics.
TIA PLC can directly connect to the PLC installed in the enterprise without any intermediate software and initial data collection. The received data is transferred to different modules with multiple communication protocols such as MQTT, and TCP/IP.
TIA STORAGE enables the users to store data received from components such as sensors, PLCs, actuators, devices, MES, or machines. Compatible with automation technologies, it can be easily integrated with all kinds of equipment and data sources thanks to its modular structure.
TIA OPTIMIZE aims at determining the optimum parameter set in production. Using the data compiled about the system subject to optimization, and the states of the parameters together with the relevant models, the optimum values of the parameters are calculated for the target.
TIA DASHBOARD is a data visualization module developed with the involvement of real users. The module integrates directly with other modules in the TIA PLATFORM, enabling easy and understandable visualization of data and the use of modules.
