What Is Supervisory Control and Data Acquisition (SCADA)?
Blog post from Roboflow
Supervisory Control and Data Acquisition (SCADA) is a distributed control architecture employed to manage large-scale industrial operations such as power grids, pipelines, and factories by centralizing observability and control. It collects data from thousands of remote sensors and presents it on a central dashboard, enabling operators to monitor and manage infrastructure from a single location. SCADA systems consist of multiple layers, including sensors and actuators, PLCs and RTUs, a communication network, a SCADA server with a Human-Machine Interface, and a historian database for long-term data retention. These systems have evolved from custom-built solutions in the 1950s to modern platforms that integrate with cloud technologies and machine learning, incorporating computer vision to enhance data gathering and operational control. The increasing connectivity of SCADA systems poses security challenges, prompting the implementation of measures like network segmentation and encrypted protocols to protect critical infrastructure. SCADA remains an essential framework for transforming complex physical operations into manageable data streams, thereby ensuring safety and efficiency in industrial environments.