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It can be implemented effectively by online monitoring and data records of the large power consumers.
It can store at least one week’s data.
The signal after the conversion of A/D chip and which is in the forms of 12 digital signal and output to the data read and write unit of DSP data analysis chip, CH376 chip and human-computer interaction CPLD module, and respectively, achieve data processing analysis, data read and write, and data display.
The operation data of motor is derived from the database to the table, among them, the stator and rotor resistance, active power loss, and efficiency are both derived by back calculation; then, the resulting data is generated into corresponding voltage trend chart, loss trend chart, and efficiency trend chart.
The replacement of high efficiency energy-saving motor is in order to achieve energy-saving and reduction of loss.

These coefficients were compared to the wind tunnel data [2].
Wind Tunnel Test In terms of experimental data for comparison with the results of wind load provisions, the data by University of Western Ontario (UWO) [1] have been used.
Fig.1 Schematic of Experimental Model (All dimensions are in full-scale metres) Wind load provisions Experimental data.
Table 1 shows the equivalent external pressure coefficients of all building codes including experimental data and difference ratio based on the wind tunnel data at 4.9m and 12.2m of eave height Conclusions To compare the external pressure coefficients of 6 wind load provisions with that of wind tunnel data, (GCpf)eq which was been re-normalized against all building codes based on GCpf of ASCE7-10 has been estimated.
Archiving format and basic aerodynamic data, Journal of Wind Engineering and Industrial Aerodynamics, Vol. 93 (2005), p.1-30

In dealing with data, we assume the carbon emission factors of different fuels remain unchanged due to their annual changes are very small.
Data Set In this paper, the above–designated-size industries refer to all state-owned and non-state-owned industrial legal enterprises which annual prime operating revenue reach 5 million yuan and more.
The data of economy, energy consumption and population for Dalian are all from Dalian Statistical Yearbook (2000-2009).
The energy data are in ten thousand tons of coal equivalent (104 tce) in electrothermal value calculation.
Strengthen the education of energy saving and emission reduction to people to save the energy consumption of residents living.

Such data could be mapped by the a smooth embedding mapping into the observation space and could be set as .
Simply put, when a global projection matrix A is established as well as the mapping relationship between high-dimensional data and the low -dimensional data, the process can then be as simple as a traditional dimensionality reduction method.
This database including face data between 1992 and 1994, which was constituted by 400 Grayscale pictures of 40 people, 10 images each.
Imitate geometric manifold coverage method for one-class classification of remote sensing data [J].
Niyogi, Laplacian eigenmaps for dimensionality reduction and data representation [J].

In surface shape measurement the phase data are needed and then reliability of the data increases if authentic phase data are chosen.
To determine a pixel value, the surrounding data are also collected and all nine data are sorted by intensity.
A given number of the higher data are chosen and averaged to take the value (Fig. 2).
The number of chosen data is experimentally determined which has caused good result.
Yoshimura, Fast acquisition system for digital holograms and image processing for three-dimensional display with data manipulation, Appl.

Sufficient number of experiments was conducted based on the small central composite design (CCD) concept of RSM to generate tool life data for the selected machining variables.
Meanwhile, a time trend was observed in residual values between model predictions and experimental data, reflecting little deviations in tool life prediction.
A very good performance of the RSM model, in terms of agreement with experimental data, was achieved.
Table 5: Percentage reduction of tool wear in preheated machining at a temperature of 335 0C during end milling using TiAlN coated carbide insert.
The reduction of tool wear was found to fall in the range of 35 to 56%.

The fixed interface mode synthesis dimension reduction method was adopted to to save the computing time.The Newmark-β method was employed to solve the reduced model numerically.
Literature [1,2] has studied the dimension reduction method of the multi-degree of freedom local nonlinear rotor-bearing system and also illustrated its feasibility.
This paper will make the dimension reduction analysis on the existing experiment model to verify the effectiveness of the dimension reduction process.
50 100 x/µm y/µm -80 -40 0 40 80 120 -100 -50 0 50 x/µm y/µm -0.8 -0.4 0 0.4 0.8 -1 -0.5 0 0.5 x/mm y/mm -0.4 0 0.4 0.8 -0.8 -0.4 0 0.4 x/mm y/mm (a) Axis trajectories (b) Poincare section plane (c) Axis trajectories (d) Poincare section plane Fig.5 Steady-state response diagram at the speed of 7353r/min -80 -40 0 40 80100 -100 -80 -40 0 40 80 x/� m y/� m 10 30 50 70 -85 -65 40 x/µm y/� m -0.4 -0.2 0 0.2 0.4 -0.7 -0.5 -0.3 -0.1 0.1 x/mm y/mm -0.2 0 0.2 0.4 -0.6 -0.4 -0.2 0 0.1 x/mm y/mm (a) Axis trajectories (b) Poincare section plane (c) Axis trajectories (d) Poincare section plane Fig.6 Steady-state response diagram at the speed of 10504r/min Experimental results and comparison analysis Four eddy current displacement sensors are applied in this experiment to measure vibration in the direction of vertical and horizontal, and DASP2005 is the data
The result shows that solving the high dimensional system with dimensional reduction method can assure the precision, and it can also save the computing time for more complex system.

The aim of this study is to acquire more quantitative data on the cold-deformed state, in order to determine the key parameters for nucleation (like orientation gradient, dislocation density, degree of fragmentation…) and to correlate these to parameters which can be predicted by a mean field deformation model.
The degree of banding seems unaffected by rolling temperature in IF material and affects one third of the grains after 65% reduction, as seen by Barnett [5].
The hot band with an average grain size of 20µm had been deformed by cold-rolling with different thickness reductions in a laboratory rolling mill.
The first stages will be studied here, corresponding to 15%, 29%, 42% and 51% in thickness reduction.
Fig. 4: Proportion of grains belonging to αfibre, γ-fibre (±15°) and grains of all other orientations depending on the section reduction.

As VLF-EM data is bivariate data, in order to decompose bivariate data, bivariate EMD (BEMD) is generally applied [2].
These data are noisy and NA-MEMD is applied to improve the data.
The 10% WGN of synthetic data variance and two tones complex sinusoidal data was added to the data.
It is shown that a significant reduction of low resistivity artifacts were resulted by noise-free and filtered data based on NA-MEMD (comparison between Figs. 2.
(a)) data.

A further weight reduction could be achieved by the substitution of aluminum alloys by magnesium alloys.
To combine the advantages of weight reduction by the use of magnesium alloys and tailored welded blanks (TWBs), an effective joining technique is required.
Using TWBs a strong reduction of the number of the parts can be reached by an optimized distribution of the material’s mechanical characteristics in the final stamped part together with the desired weight distribution and thus a significant reduction of the components mass can be realized.
A great potential for further weight reduction offers the substitution of steel and aluminum alloys by magnesium [1].
Mordike, Magnesium Technology - Metallurgy, Design Data, Applications, Springer, Berlin, 2006