Abstract: A method and a network node for applying machine learning for training a communication policy controlling radio resources for communication of messages between the network node and a control node operating a remotely controlled device is provided. The network node obtains said messages during one or more communication phases communicated when an initial first communication policy is applied for controlling a Quality of Service, QoS, mode. The network node trains a machine learning model based on said messages and the first communication policy. The network node produces a second communication policy including at least one adjusted QoS mode for at least one communication phase. The network node determines a performance score for the second communication policy in the communication phase(s) based on the radio resources used when communicating using the second communication policy.

Abstract: A laundry machine (1) having cabinet (2) housing a chamber (3) for treating laundry having a rotation axis (RR), a porthole (8) for providing access to and tightly closing the chamber (3), a hinge (11) to pivot the porthole (8) to the cabinet (2), an electromechanical lock (12) having a first member (13) on the porthole (8) and a matching member (14) on the cabinet (2), and a grip-only handle (15). The porthole (8) has at least one frame (30, 30a, 31), and a glass (32) secured to the at least one frame (30, 30a, 31). The electromechanical lock (12) is configured to be released by applying a force beyond a threshold onto the porthole (8) away from the cabinet (2).

Abstract: The present invention relates to a laundry machine (1) comprising a cabinet (2) housing a chamber (3) for treating laundry having a rotation axis (RR), a porthole (8) for providing access to and tightly closing the chamber (3), a hinge (11) to pivot the porthole (8) to the cabinet (2), an electromechanical lock (12) comprising a first member (13) on the porthole (8) and a matching member (14) on the cabinet (2), and a grip-only handle (15), wherein said porthole (8) comprises at least one frame (30, 30a, 31), and a glass (32) secured to the at least one frame (30, 30a, 31), wherein said electromechanical lock (12) is configured to be released by applying a force beyond a threshold onto the porthole (8) away from the cabinet (2).

Abstract: A drum for a laundry washing machine (W) has side walls (50, 51, 52, 53; 110, 111, 112, 113) defining a laundry receiving space (53, 113). At least one of the side walls is circular and comprises a plurality of openings (41, 61) for the passage of a liquid therethrough. The drum comprises at least a circular member (55, 65, 115) circumferentially associated to an inner portion (50a, 110a) of the circular side wall. The circular member defines a chamber (59, 119) for receiving the liquid from at least one receiving opening (43, 163) of the openings and comprises at least one aperture (66, 126, 266) facing the laundry receiving space suitable to modify the flow of the liquid from the at least one receiving opening to the laundry receiving space.