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Radio Frequency Identification (RFID) technology introduces the way of automated data collection, and processing to improve accuracy of processed data.
It can bring the return of initial investment and cost reduction.
Measured data stored in memory can be further analysis.
The captured data are collected and transfer via middleware to central computer unit for following processing.
The computer unit evaluates collected data and signalizes failure visually or in terms of sound if any.

It has significant meaning to CO2 emission reduction, so it has gradually been the research emphasis in the energy clean utilization areas.
(7) Results and Analysis The Initial Parameter Table.Table 1 is calculated initial model parameters table, the following data from the existing data and experimental data.
F., Reduction kinetics of Cu-, Ni-, and Fe-Based oxygen carriers using syngas (CO + H2) for chemical-looping combustion[J].
[6] Zafar Q., Abad A., Mattisson T, Reduction and oxidation kinetics of Mn3O4/Mg-ZrO2 oxygen carrier particles for chemical-looping combustion [J].

The first model suggests that flashover is due to the reduction in air insulation strength caused by a reduced air density that results from the thermal effect of the fire.
These works promote our understanding of FIF, however, there is no consensus about the relative importance of three models, which is because that there is relatively lack of quantitative evaluation of the reduction extent of air insulation strength under fire.
The present paper seeks to present some experimental results of gap breakdown under fire and provide some data on the reduction extent of air insulation strength under fire.
The last four data points indicate the value is about 0.3KV/cm.
The value of the first data point is lowest, maybe because the distance is shortest and the positive electrode is close to fire center, where the temperature is highest.

Then the measurement data are record with the laser scanner software (Polygon Editing Tool, version 1.03; Minolta Co)
- 3D Digital Image Data processing--reverse engineering Once the measurement data of the human buttock are recorded, the data are imported into Geomagic Studio 10.0 software (Raindrop Geomagic Inc.) as point-cloud for surface reconstruction.
The next step is to align a set of partial scans, registration for unifying the coordinate systems for multiple sets of scan data and merging of multiple sets of scan data (different clouds) into a single model (fig.1b).
Reduction of sitting pressures with custom contoured cushions.
Reduction of sitting pressures with custom contoured cushions.

To ensure the reliability data, collecting data begins after 35 minutes with the showcases running stably.
Comparative Analysis on Two Kinds Outlets Respectively, experiment on sheet metal deflectors and hexagonal honeycomb outlets, obtain experiment data under two different operating conditions.
Through data to the outlet and inlet throughout temperature, to get real load temperature control loop each measurement point transient temperature, and statistically derived the maximum, minimum and average of transient temperature, as is shown in Table 1.
Through data to the outlet and inlet throughout temperature, to get real load temperature control loop each measurement point transient temperature, and statistically derived the maximum, minimum and average of transient temperature, as is shown in Table 2.
From the table data, regular hexagonal honeycomb air curtain can make temperature reduce different degrees near outlet and return air inlet in cabinet, temperature reduction percentage range is 1.34% ~ 45.62%, considering the reliability data, excluding individual point with large or small lower rate and two rising point, concluded that the average temperature of most of the measurement point reduced the range of 11% ~ 27.28%.

In particular the larger stresses under the weld tool on the AA5186 side compared to the AA2024 side are related to a transient reduction in yield stress due to dissolution of the hardening precipitates during welding prior to natural aging after welding.
However, in FSW welding of AA 5086, softening is occurred due to reduction of dislocation density and recrystallization during the process.
The data show more elongation for sample number 4 compares with sample No. 1.
Thus, all values contrast with tensile data of AA 5186.

Radial basis function neural network method was used for compressed data research, 40 groups of experimental data were trained for each strain, based on which 30 groups of unknown data were identified.
Data Compression by Wavelet Transform.
The data of 168 points for each group were obtained after the compression of original mass data (1341 data points).
Fig. 2 showed the data curve after compression.
It can be found from the comparison with Fig. 1 that, the compressed data retained the characteristic peak in the original spectrum, but there was a substantial reduction in compressed data, which could facilitate the subsequent processing [19, 22, 23].

Range analysis is adopted to analyze orthogonal experiment data later.
Data show that, DF spatial harmonic can be suppressed effectively by changing PM and cogging structures.
Table 3 Orthogonal factors table Consider factor Air-gap thickness PM thickness Primary thickness Secondary thickness Pole-arc coefficient Level1 2.0 4.5 6.0 4.0 0.818 Level2 2.5 5.0 7.0 6.0 0.867 Level3 3.0 5.5 8.0 8.0 0.882 Level4 3.5 6.0 9.0 10.0 0.889 There aretest data based on Table 3.
Orthogonal experiment method is adopted to obtain representative data combination.
Firstly, orthogonal design assistant is introduced to analyze data in Table 4 and then intuitive analysis table is obtained.

To model the random nature of EV, the traffic survey data from National Household Travel Survey [10] is used as a reference.
Scenarios Generation and Reduction.
Fig.2: Forecasted PV and WT power production, load and day-ahead price data Deterministic Method.
[10] National Household Travel Survey Pre- and Post-9/11 Data Documentation.
Available: National Household Travel SurveyPre- and Post-9/11 Data Documentation | Bureau of Transportation Statistics

But, in case of the Carbon/PEEK composites, objective data is still very lacking.
The average of the result data from 5 specimens, except the highest and lowest data from the measurement data, was taken.
Generally, the graphs of tensile strength and bending strength were decreased according to the elapse of the immersion time, and especially the sharp reduction was shown in the graph before 20 days.
Also, the reduction of the bending strength according to the immersion time indicated the aspect which is similar to the tensile strength.
The following results can be obtained from these data