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After decades of development, human reliability analysis (HRA) has become an important subject in industrial security, and has developed lots of HRA methods, such as Technique for Human Error Rate Prediction (THERP) [3], Human Error Assessment and Reduction Technique (HEART) [4], Cognitive Reliability and Error Analysis Method (CREAM) [5], etc.
A data-based method for assessing and reducing human error to improve operational performance.

The grape yield is plentiful and the data are easy to be collected.
Reardon: The Rural Non-farm Economy: Prospects for Growth and Poverty Reduction.

Manifold-Learning-Based Feature Extraction for Classification of Hyperspectral Data: A Review of Advances in Manifold Learning.
Nonlinear dimensionality reduction by locally linear embedding.

DARA can achieve better load balancing and congestion reduction.
Users can draw route planning with the existing lines, rectangular, circle planning in the picture box of software, after successful design software can save track data in a database, and infrared supply can track the path also in directly.

Considering the decline of the mills energy consumption is mainly caused by the weight reduction after worn, this study will try to select the balls weight as the basis to evaluate their probability distribution after worn.
Fig. 1 Load and current change of Mill B Fig. 2 Load and current change of Mill B Motor 1 Motor 2 Fig. 3 Load and current change of Mill D Fig. 4 Load and current change of Mill D Motor 1 Motor 2 The mills add balls and the operation data was collected during the 4 days test.

Rotation and temperature results are obtained via a National Instruments data acquisition system.
In another study by Mitwally and Farag [9] annealing at a temperature of 600oC revealed a surprising increase in the hardness as compared to reductions seen at 400 and 550oC.

It was possible that volatilization of the Al2O3/Er2O3/SiO2 sintered aids and the formation of macro porosity took an important role on reduction of relative density.
The previous reports [5] proved that the sintered aids system, the introduced ways and sintered data would impact the weight loss and dimensional shrinkage rate.

Data was summarized in Table 1.
When the higher of NPM content, it could not completely react with epoxy resin because of the large molecule of the NPM, and hinder the process of the decomposition reaction because of existing as purity in system, thereby lead to the reduction of the flame-retardant effect.

It is clear that the robot obtains a sequence of commands and some sequences of sensor data after a demonstration.
The dependence of the value of L[1] / L[2] from values of L and R 0 < L < 5 4 < L < 10 9 < L < 15 14 < L < 20 0 < R < 3 1.052 1.056 1.079 2.226 2 < R < 6 1.054 1.061 1.084 2.267 5 < R < 10 1.063 1.072 1.116 2.289 9 < R < 16 1.075 1.915 2.337 2.975 15 < R < 20 1.084 1.988 2.905 3.614 It should be noted that for the more difficult trajectories we have obtained a greater reduction in their lengths.

In experiment, three fixed experienced professionals were selected to evaluate the bleaching effect through the handle and the visual ratings, and then the averages of three groups of data were regarded as the final test results.
When the dosage was too high, it increased the reaction of hydrogen peroxide and feather, led to a reduction in strength.