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Buildings predict their own faults
New Scientist, 2017Imagine a building that tells people that the heating is about to fail--a week before it happens. Some companies are using machine learning to do just that. It's called predictive maintenance. Software firm CGnal, based in Milan Italy, recently analyzed a year's worth of data from the heating and ventilation units in an Italian hospital.
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Types of Software Fault Prediction
2018A large number of researchers have presented various fault prediction studies to predict the fault-proneness of the given software system. These fault prediction studies reported the results in term of different–different contexts. Depending upon the context of the results, a fault prediction model can classify a software module into faulty or non ...
Sandeep Kumar, Santosh Singh Rathore
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Early Prediction of System Faults
2016A system will produce massive status data during its runtime, which contains rich status information. In this work, we target at detecting system faults as early as possible based on the system status data sequences. Firstly, we formalized the system fault detection into classification problem, in which different types of status data were integrated to
Li You, Lin Yu-Ming
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A survey on fault prediction and fault detection
AIP Conference Proceedings, 2023Megala Ranjith +3 more
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Vulnerability Prediction Against Fault Attacks
2016Fault-injection exploits hardware weaknesses to perturbate the behaviour of embedded devices. Here, we present new model-based techniques and tools to detect such attacks developed at the High-Security Laboratory at Inria.
Jafri, Nisrine +2 more
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Digital twin enhanced fault prediction for the autoclave with insufficient data
Journal of Manufacturing Systems, 2021Fei Tao, Zhang Meng, Lihui Wang
exaly
Machine learning based methods for software fault prediction: A survey
Expert Systems With Applications, 2021Sushant Kumar Pandey
exaly
A survey of fault prediction and location methods in electrical energy distribution networks
Measurement: Journal of the International Measurement Confederation, 2021Rahman Dashti +2 more
exaly

