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Upon perceiving a problem, the agent works its way through the tree, performing tests that discriminate among successively smaller subsets of potential faults.
To better understand the binary classification problem, let Ω be the population of a training dataset, X 1,X 2,…,X q be the set of q selected KPIs and C be the target attribute that indicates the root cause and takes only a finite number of different values, i.e., C={c 1,c 2,…,c q+1}, where c 1 represents the normal behavior and q is the number of potential faults.
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This scratch analysis is complemented by a series of triaxial experiments designed to measure poroelastic properties and also assess the rate and state frictional parameters of potential fault gouge materials.
It was shown that microseismic monitoring along with the coupled geomechanics, fluid flow models and statistical analysis of the microseismic data can provide a good lead for prediction of potential fault reactivation and induced seismicity generation in association with oil and gas production, EOR and EGS fluid injection and waste disposal operations.
The behavior of induction arrows indicates the presence of a potential fault zone conductor in the middle of the profile (dashed lines in Fig. 2c).
Marussia, the makers of the car De Villotta was driving in the accident, were cleared last year of any potential fault.
Such things as the frozen shaft thickness and the excavated section height should be chosen to assure the rationality of the design and to avoid potential faults and accidents.
Another goal of the study was to discover any potential faults and to determine power level for in vivo testing.
Financial problems at its French design partner, Areva, have not helped the sense of uncertainty surrounding EDF's nuclear ambitions, while EDF was forced to suspend operations at two British plants last year because of potential technical faults.
It investigates potential faults by trying all the accessible paths of a program.
They also know where potential faults in the experiment still lie and, so far, they have ruled out one potential source of systematic error.
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Justyna Jupowicz-Kozak
CEO of Professional Science Editing for Scientists @ prosciediting.com