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In this research work, the actual production data of the manufacturer is gathered, arranged, formatted and quantified to build a resource and environment attribute database for the conventional manufacturing process.
The operation details for data gathering refer to the article [8].
Comparing with the simulation data of the demonstration workshop accomplished before and after, as shown in Fig.3, the optimal effects on the logistics intensity and the production rhythm are obvious.
Via gathering the basic data for motor power and machining noise in standard machining parameters, the optimal solution of machine scheduling for energy conservation and noise reduction is obtained in viewpoint of the machine tool-workshop system.
The production data in 2004 is compared with the situation in operational year due to the production scale is the maximum in 2004.

Table 1 is all kinds of neuron corresponding space form data.
Feature extraction is the principle of simple calculation and separation between data of large data as sample characteristics.
And fuzzy logic can be a very good solves this problem, fuzzy logic classifier for overlap more characteristic data classification effect is very good.
Blurred logic classification implement is kind with graver overlapping data characteristic classification effect. 
The Elements of Statistical Learning: Data Mining, Inference and Prediction.

Initial data for calculation of elastic strain were: rolling force, strip width, length and diameters of work rolls and back-up rolls of finishing stand 12 of hot rolling mill 1700 of ArcelorMittal Temirtau JSC.
Statistical sampling of measurement results was also considering data from technology parameters measurement for each steel grade and profile dimension.
As per data of calculations there were trends built for dependence of bend deflection on width of rolled strips for steel grade 3sp (killed) (Fig. 1 & 2), where it is visible that after the decreasing of strip width down to 1268mm work roll bend deflection is reducing (as the intra-roll pressure along the rolls contact is reducing) and the compression deformation of contacting rolls is decreasing.
At the rolling of wide strips for roll of design LPHNd-63 the bending value was 0.03mm, for roll of design HiCr – 0.019mm (reduction by 0.011mm – 36.7%), for roll of design AS1180xx – 0.012mm (reduction by 0.007mm – 36.8%).
At the rolling of wide strips for roll of design LPHNd-74 the bending value was 0.025mm, for roll of design ICPD – 0.021mm (reduction by 0.004mm – 16%), for roll of design HVS80 – 0.009mm (reduction by 0.012mm – 56.1%).

Further, statistics is provided for timber, masonry, and aluminum, despite the fact that wood data is much less required as contemporary design techniques generally do no longer require temperature-based belongings information.
General data on the creeps of steels is in Fig. (5) (Enderberg, 1988).
It is a common in the analysis of the creep data using a time-point approach to compensating for the mandrel's temperature with the secondary creep.
Fig. (13) Ultimate strength reduction factor kσu, for 1312 elevated temp.
Fig. (14) Ultimate strain reduction factor kεu, for 1312 elevated temp. 4.

Topchiev Institute of Petrochemical Synthesis, RAS, 29, Leninskiy prospect, 119991, Moscow, Russia aebmarkova@gmail.com Keywords: Propane cracking, propane dehydrogenation, vanadate, vanadite, temperature-programmed reduction, energy of activation, propylene, ethylene Abstract.
The structure of the catalyst is stable under the conditions of preferential C3H8 reduction.
Gadolinium vanadite GdVO3 was prepared from GdVO4 via high-temperature reduction.
The results obtained during the catalytic conversion were compared with the thermal cracking data.
These results agree with the data on the selectivity of product formation.

Temperature-Programmed Reduction (TPR) analysis was carried out in a Micromeritics 2900 TPD/TPR instrument.
Temperature-programmed reduction In order to assess the effect of the microwave ageing on the reducibility of the synthesized hydrotalcite-like compounds, a temperature-programmed reduction (TPR) study was carried out.
On the whole, the reduction of Ni2+ into Ni0 takes place in the 375-750 ºC range; the complex curve suggests that more than one reduction process occur simultaneously.
TPR profiles of the samples are against reduction and sintering by the matrix, requiring higher reduction temperatures and resulting in a better dispersion of the nickel particles [21].
Rives in Layered Double Hydroxides: Present and Future (Nova Science Publishers, Inc., New York, 2001) p. 115 [12] Joint Committee on Powder Diffraction Standards, International Centre for Diffraction Data, Pennsylvania, 1977 [13] P.

In fact point defects introduce deep levels in the semiconductor gap which affect the electrical properties of diodes and a simple interpretation of data is difficult: Schottky barrier and carrier concentration result completely modified; the concentration of vacancy, as calculated by TRIM simulation (using version STRIM2000) [7], is rather uniform in the measured layer (1.2 - 3.5 µm) and for this fluence is 5×10 15 cm-3.
The slope of the data allows to determine the efficiency of carrier reduction (compensation/vacancy).
The obtained results are shown in Fig.3 versus the nitrogen concentration, together with the data reported by Aberg et al. [8, 9].
The literature data are also reported.
Indeed these point defects cause also a change in the I-V characteristics of the diodes mainly related to the strong reduction of carrier concentration around the end ion range.

With respect to precedent work [5], the experimental protocol and the data analysis of X-ray micro-diffraction have been improved and validated to get reliable results.
Following a data collection strategy, a 20 x 30 µm area of the electrolyte surface has been scanned in white beam mode with a 1 µm step.
Thanks to an in-line data analysis, monochromatic measurements have been performed at the center of the grains studied with a scan step of 1 eV.
To ensure stable and reliable data processing, a specific process with different check points has been developed.
The measurement protocol and the data analysis have been validated using two test samples: a stress-free single crystal of germanium that allows calibrating white beam measurements and a stress-free 8YSZ poly-crystal.

Each modification is calibrated based on the survey data, and mainly applied in the evaluation of influence factors which can't be tested
Table 1 Reduction Coefficient of Traffic Volume V/C Reduction（km/h） Full-size cars Passenger cars 0.14 0 0 0.37 -5 -10 0.54 -8 -15 1.00 — — (2) Modification of mixed rate of full-size car The influence coefficient of full-size cars on passenger cars is calculated based on the percentage（Phv）and reduction coefficient （Ehv）of full-size cars in traffic.
Table 5 Reduction of lateral interference Vj（km/h） Level of lateral interference Reduction of speed（km/h） no 0 ordinary -5.0 serious -10.0 （7）Interference modification of exits and entrances Exits and entrances are relative to the sections in mountainous area.
Visibility function of programmed interface data is strong, which can show plane and vertical alignment chart, index cartogram, highlight of overrun section and so on.
In accordance with the collected measured data to evaluate the application of these systems; the results are shown in Table (abbreviated); running speed and the measured results are very close, as is shown in Fig.2.

Once complete and almost defects free layers were obtained, partial reduction was found to lead to the creation of almost circular nano sized holes in the SAMs; which can be used as nano-electrodes.
Once the maximum blockage is obtained, a partial reduction is conducted by holding the potential at a given position regarding the SAM reduction peak which leads to a drastic change in the blocking properties.
Cyclic voltammetry (CV) was conducted by using a potentiostat (Solartron SI 1287), and the data acquisition with the CorrWare-Electrochemistry software.
Figure. 4 AFM Phase Images for a dodecanethiol (C12) SAM after a partial reduction showing nano-holes homogeneously distributed on gold polycrystalline films.
Conclusion Our results show that cycling (reduction-redeposition) of electrodeposited thiol SAMs improves the blocking properties.