The linear axis is a mechanical axis, typically used in packaging machines. The experiment was aiming at testing and comparing the capability of several algorithms to early detect faults or anomalies. The two similar axis had cyclic movements: back & forward (same starting/ending points), very fast & dynamic. One of the axis had additional torque. The data span from 06-03-2017 until the 12-03-2017.