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An Automatic Guided Vehicle (AGV) is a kind of battery-powered and unmanned material handling equipment that automatically transports goods along predefined or dynamically generated paths without manual intervention. In metallurgy, heavy-duty AGVs (also called heavy-load AGVs) are engineered to carry heavy loads from tens to hundreds of tons, operating reliably in extreme environments such as high temperature, dust, electromagnetic interference, and uneven floors.