Maintenance has been acknowledged by industrial management as a significant influencing factor of plant performance. Effective plant maintenance can be realized by developing a proper maintenance strategy. However, selecting an appropriate maintenance strategy is difficult because maintenance is a non-repetitive task such as production activity. Maintenance also does not leave a consistent trac...

In this work, a multi-task convolutional neural network with multi-input (MIMT-CNN) is proposed for electromagnetic interference (EMI) signals recognition and environment risk evaluation of the data link unmanned aerial vehicle (UAV). The visualized performance parameters, short-time Fourier transform (STFT) spectrograms, constellation diagrams are obtained by experiment on susceptibility UAV’s...

Abstract: A Data Grid connects a collection of geographically distributed computational and storage resources that enables users to share data and other resources. Data replication, a technique much discussed by Data Grid researchers in recent years creates multiple copies of file and places them in various locations to shorten file access times. In this paper, a dynamic data replication strate...

Two interruption handling strategies were distinguished based on experimental data. Reactive strategy implies an immediate switch from the main task after the onset of interruption. Proactive strategy relies on investing additional processing in the creation of a stable, interference-resistant representation of the main task. It is shown that in the though proactive strategy is associated with ...