Abstract: An industrial monitoring system comprises a monitoring device attached to an industrial device by a bond. Sensor data collected by the monitoring device during a commissioning period is received and used to train a machine learning model. Subsequent to the commissioning period, additional sensor data is collected by the monitoring device. An abnormal state of the bond between the monitoring device and industrial device is determined based on the additional sensor data and a characteristic inferred by the trained machine learning model. A notification of the abnormal state is generated.

Abstract: An industrial monitoring system comprises monitoring devices that are enabled for debugging by a component comprising a first microcontroller unit and a second microcontroller unit. The monitoring device receives a debugging command based on a subscription, on a publish-subscribe communications channel, to events indicative of requests to perform debugging operation. The second microcontroller unit causes the first microcontroller unit to perform the command. Results of performing the command are returned by publishing an event to the publish-subscribe communications channel.

Abstract: An apparatus, method and computer program for performing an at least partially automated commissioning of a lighting device at installation. The apparatus comprises: a wireless interface for communicating over a pre-existing public wireless network, pre-existing at said installation; a positioning module for determining a location of the lighting device; and a local control module. As part of said commissioning, the local control module determines the location of the lighting device using the positioning module, and transmits commissioning information to a register of a lighting management system by transmitting the commissioning information over the pre-existing public wireless network via the wireless interface. The commissioning information comprises an identifier of the apparatus along with the location of the lighting device as determined using the positioning system.

Abstract: An apparatus, method and computer program for performing an at least partially automated commissioning of a lighting device at installation. The apparatus comprises: a wireless interface for communicating over a pre-existing public wireless network, pre-existing at said installation; a positioning module for determining a location of the lighting device; and a local control module. As part of said commissioning, the local control module determines the location of the lighting device using the positioning module, and transmits commissioning information to a register of a lighting management system by transmitting the commissioning information over the pre-existing public wireless network via the wireless interface. The commissioning information comprises an identifier of the apparatus along with the location of the lighting device as determined using the positioning system.