DSDP140B ABB 数字量扩展模块 卡件备件
可以使用TwinCAT TcCOM对象直接实时执行推理,即执行经过训练的ML模型。对于较小的网络,支持小于100 s的系统响应时间,相当于50 s的TwinCAT周期时间。可以通过PLC、C/C++ TcCOM接口或循环任务调用模型。
通过与控制技术的无缝集成,TwinCAT 3提供的多核支持也可用于机器学习应用。这意味着,例如,不同的任务上下文可以访问特定的TwinCAT 3推理引擎,而不会相互限制。TwinCAT中所有可用的现场总线接口和数据也可以完全访问。这使得ML解决方案可以使用大量数据,例如,用于复杂的传感器数据融合(数据合并),这也意味着执行器的实时接口可用于实现zui佳控制等。
新自动化技术
Beckhoff实施基于PC控制技术的开放式自动化系统。产品范围涵盖工业电脑、I/O和现场总线组件、驱动技术和自动化软件。
DSDP140B ABB 数字量扩展模块 卡件备件
Inference can be performed directly in real time using TwinCAT TcCOM objects, that is, executing a trained ML model. For smaller networks, system response times of less than 100 s are supported, which corresponds to a TwinCAT cycle time of 50 s. The model can be invoked through a PLC, C/C++ TcCOM interface, or a circular task.
Through seamless integration with control technology, the multi-core support provided by TwinCAT 3 can also be used for machine learning applications. This means, for example, that different task contexts can access a particular TwinCAT 3 inference engine without limiting each other. All available fieldbus interfaces and data in TwinCAT are also fully accessible. This allows ML solutions to use large amounts of data, for example, for complex sensor data fusion (data merging), which also means that the real-time interface of the actuator can be used to achieve optimal control, etc.
New automation technology
Beckhoff implements open automation systems based on PC control technology. The product range includes industrial computers, I/O and fieldbus components, drive technology and automation software.
DSDP140B ABB 数字量扩展模块 卡件备件
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