A non-transitory computer-readable medium includes instructions that, when executed, cause one or more processors to perform operations. The operations include receiving a first request to access a digital representation that is assigned to an asset of an industrial automation system and includes code specific to operating, maintaining, or diagnosing the asset. The operations also include verifying a security access for the first request, providing the computing device access to the digital representation, receiving an input to modify the code from the computing device and, performing one or more simulations based on the modified code by utilizing the digital representation. Additionally, the operations include sending one or more simulation results to the computing device, receiving, from the computing device, a second request for pushing the modified code to the asset, and in response to receiving the second request, causing the modified code to be sent to the asset.

A diagnosis device includes a first acquiring unit acquires, from a target device, context information corresponding to a current operation; a second acquiring unit acquires detection information output from a detecting unit that detects a physical quantity that changes according to operations performed by the target device; a first transmitting unit transmits the acquired context information to a learning device; a second transmitting unit transmits the acquired detection information to the learning device; a third acquiring unit acquires a model corresponding to the transmitted context information, from the learning device that determines whether any pieces of context information are identical or similar to each other and combines models generated from pieces of the detection information corresponding to the pieces of identical or similar context information; and a first determining unit determines whether an operation performed by the target device is normal by using the detection information and the model.

An onsite computer system can be located at a material production facility and used to generate tickets associated with the transfer of bulk materials such as asphalt or concrete. A remote computer system can communicate with the onsite computer system and can be used to generate ticket templates and configuration files that may be uploaded to the onsite computer system. In addition, the remote computer system can access the onsite computer system to edit system software or perform other corrective actions in the event there are any errors with the onsite computer system.

A non-transitory computer-readable medium includes instructions that, when executed, cause one or more processors to perform operations. The operations include receiving a first request to access a digital representation that is assigned to an asset of an industrial automation system and includes code specific to operating, maintaining, or diagnosing the asset. The operations also include verifying a security access for the first request, providing the computing device access to the digital representation, receiving an input to modify the code from the computing device and, performing one or more simulations based on the modified code by utilizing the digital representation. Additionally, the operations include sending one or more simulation results to the computing device, receiving, from the computing device, a second request for pushing the modified code to the asset, and in response to receiving the second request, causing the modified code to be sent to the asset.

Systems and methods for controlling chlorinators for pools and spas are provided. A controller communicates with a processor positioned within a replaceable cell cartridge of a chlorinator, to allow for remote control and diagnosis of the chlorinator and/or cell cartridge. The cell cartridge stores, in non-volatile memory on board the cartridge, one or more parameters associated with the cartridge. The controller can obtain this information from the processor of the cell cartridge, and can use same to configure operation of the chlorinator. Information relating to remaining cell life can be updated by the controller and stored in the non-volatile memory of the cell cartridge. Electrical and software-based mechanisms are provided for ensuring operation of only compatible cell cartridges with the chlorinator. A system for remotely diagnosing errors associated with the chlorinator is also provided.

An onsite computer system can be located at a material production facility and used to generate tickets associated with the transfer of bulk materials such as asphalt or concrete. A remote computer system can communicate with the onsite computer system and can be used to generate ticket templates and configuration files that may be uploaded to the onsite computer system. In addition, the remote computer system can access the onsite computer system to edit system software or perform other corrective actions in the event there are any errors with the onsite computer system.

In the technical field of industrial automation, a fault diagnosis method and apparatus for a numerical control machine tool are disclosed which can improve the efficiency of diagnosing faults of numerical control machine tools by utilizing feedback information provided by users. In a fault diagnosis method of an embodiment, the fault diagnosis apparatus receives a fault symptom to be diagnosed from a user terminal, diagnoses the fault for the fault symptom to be diagnosed, returns a fault diagnosis result to the user terminal, receives feedback on the fault diagnosis result from the user terminal, and adjusts the diagnosis policy for the fault symptom to be diagnosed according to the fault diagnosis result if the feedback of the user on the fault diagnosis result indicates that the fault has been cleared.

A computer implemented method of operating a diagnostic instrument such that maintenance processes do not conflict with operator activity is presented. A maintenance process conflicts with operator activity if the probability of use of the diagnostic instrument is above a usage probability threshold. The probability of use of the diagnostic instrument is determined based on detected presence and/or movement of an operator in the proximity of the diagnostic instrument and/or operation of the diagnostic instrument.

A machine control device includes: a diagnostic test time calculation unit that calculates a scheduled execution time of a diagnostic test; a program execution time prediction unit that predicts a predicted ending time of a program before executing the program; a diagnostic test execution determination unit that determines whether to execute the diagnostic test at a predetermined time, by determining whether the predicted ending time of the program exceeds the scheduled execution time of the diagnostic test, and a diagnostic test execution unit that executes the diagnostic test, in which, in a case in which the predicted ending time of the program exceeds the scheduled execution time of the diagnostic test, the diagnostic test execution determination unit instructs the diagnostic test execution unit to execute the diagnostic test prior to the scheduled execution time of the diagnostic test before executing the program.

The present disclosure is directed toward a diagnostic method for a spindle arm of a machine. The method includes rotating the spindle arm of the machine at a first rotational speed, and acquiring, from an accelerometer, data indicative of a vibrational response of the spindle arm operating at the first rotational speed. The accelerometer is disposed along the spindle arm. The method further includes converting the vibrational response to a frequency based response to obtain a first frequency response, determining whether an amplitude of the first frequency response exceeds a diagnostic threshold, and performing a designated correction on the machine in response to the frequency response exceeding the diagnostic threshold.