A control assembly for an aircraft system according to an example of the present disclosure includes a multi-core processor that has a plurality of cores coupled to a communications module and to an arbitration module. The communications module is operable to communicate information between the plurality of cores and one or more aircraft modules. The plurality of cores include first and second cores operable to concurrently execute a first discrete set of software instructions to generate respective instances of an output. The arbitration module is operable to communicate each and every one of the respective instances to control the one or more aircraft modules. A method of operating an aircraft system is also disclosed.

A machine learning system that includes one or more machine learning models implemented in one or more hardware processors, a first-level feature creation module, and a combination module provides an output based on one or more channel inputs. Each of the one or more machine learning models receives the channel inputs and additional feature inputs based on the channel inputs to produce the output. The first-level feature creation module receives the channel inputs, performs a feature creation operation, creates the additional feature inputs, and provides the additional feature inputs to at least one of the machine learning models. The first-level feature creation operation performs a calculation on one or more aspects of the channel inputs, and the combination module receives the one or more machine learning model outputs and produce a machine learning channel output.

A computer controls voltage supply for a system that includes a plurality of active cables. The computer determines that a first voltage source included in a first cable has failed to provide a required amount of voltage to the first cable. The computer switches the first cable to a second voltage source included in a second cable. The second voltage source provides voltage to the first cable.

A sequencer system for an ejection assembly may comprise a first A-side controller and a second A-side controller in operable communication with the first A-side controller. A first B-side controller may be in operable communication with the first A-side controller. A second B-side controller may be in operable communication with the first B-side controller and the second A-side controller. The controllers may be configured to each make an initial ejection sequence determination and a verified ejection sequence determination. The controllers may make the verified ejection seat determination based on a two of three voting scheme.

Examples of techniques for configuring and parameterizing an energy control system are disclosed. In one example implementation according to aspects of the present disclosure, a computer-implemented method includes receiving, by a processing device, a plurality of digital twins. Each digital twin of the plurality of digital twins is associated with a component of a plurality of components. The method further includes computing, by the processing device, configuration and parameterization information for each of the plurality of components based at least in part on the plurality of digital twins. The method further includes transmitting, by the processing device, the configuration and parameterization information to respective components of the plurality of components to enable the plurality of components to implement the configuration and parameterization information.

A method for creating a redundant automation system, a computer program and a computer-readable medium, wherein the redundant automation system includes at least one automation installation to be controlled that is installed at an installation location and two control applications that are communicatively interconnected via a synchronization path, and includes a plurality of communication hubs and communication paths connecting these to one another, where one of the control applications operates as the master and the other control application operates as a reserve, such that when the control application operating as the master fails, the control application operating as the reserve function as the master, and where the locations of the computing resources for the control applications are selected such that the control applications are connected to the at least one automation installation via two different communication paths preferably having no or a minimal number of common communication hubs.

A sticking detection device for detecting the presence or absence of sticking of a welding wire disposed in an arc welding robot to a workpiece includes a first sticking detection unit and a second sticking detection unit. The first sticking detection unit detects the presence or absence of sticking based on a voltage value detected with respect to voltage being applied to the welding wire and the workpiece. The second sticking detection unit determines the presence or absence of sticking based on the voltage value and a result of the detection by the first sticking detection unit.

An apparatus of a System on Chip (SoC) to implement a one out of two diagnostics (1oo2D) safety system comprises a memory comprising firmware to provide monitoring of the SoC and a second SoC, and a communication interface to provide cross-monitoring between the SoC and the second SoC. The firmware and the communication interface enable the SoC and the second SoC to implement the 1oo2D safety system without significant hardware or software external to the SoC.

A control unit and method for operating an industrial automation system communication network that includes a plurality of communication devices, wherein a plurality of control units redundant with respect to each other controls functions of a plurality of associated communication devices, where the communication devices transmit communication-specific input variables to all associated redundant control units, output variables (produced by the control units redundant with respect to each other are checked for deviations from each other, and where if there are deviations, then a switchover is made to reserve control units or control units having output variables that deviate with respect to a majority of control units redundant to each other are deactivated.

A method for operating a mobile platform includes selecting a first sensor associated with a higher weight as a selected sensor among at least two sensors, the weight is among a plurality of weights assigned to the sensors associated with a statistical weight function; detecting a malfunction in the first sensor communicating with a sensor controller associated with the mobile platform, and switching to a second sensor associated with a lower weight as the selected sensor to communicate with the sensor controller based upon the detecting.