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The paper purpose a methods to deal with the Metabolomics data, and analyze the efficacy of Traditional Chinese Medicine based on OSC-OPLS/O2PLS-DA.
The method was proved to be feasible and effective after tested the data which hot natures treat the cold syndrome.
The orthogonal signal correction (OSC) is a power method which dimension reduction and noise reduction.
The data The metabolites sample space’s data source of key laboratory of modern preparation of Traditional Chinese medicine, ministry of education.
The method based on OSC-OPLS/O2PLS-DA was proved to be feasible and effective after tested the data which hot natures treat the cold syndrome.

The combination of Hall effect data with optical and structural results ensured a holistic understanding of how annealing governs defect states, carrier dynamics, and the overall figure of merit.
The data include films in their as-deposited state and those subjected to air annealing at 300 °C and 500 °C.
To obtain a more comprehensive understanding of the annealing effects, the XRD data were further analyzed through Rietveld refinement using the Maud software to extract precise microstructural parameters [26].
In this study, second-derivative plots of the transmission data were produced as a function of photon energy, as depicted in Fig. 8.
Analysis of the data reveals a distinct trend: the FOM increases as the annealing temperature rises from 300 to 500 °C.

There was not a significant further reduction in the amount of retained austenite and residual stress when the tempering temperature was increased from 149°C to 177°C.
Based on the distortion data for 3 parameters (OD, gap width and flatness) for the quenched and tempered specimens, the amount of retained austenite for minimum distortion was approximately 25%.
With increased tempering temperature (149°C to 177°C), there was not a significant further reduction in the amount of retained austenite.
There was not a significant further reduction in the amount of retained austenite and residual stress when the tempering temperature was increased from 149°C to 177°C.
Based on the average distortion data (OD, gap width and flatness) for the tempered specimens, the amount of retained austenite for minimum distortion was approximately 25%.

With respect to data storage and cluster server processing, data aggregation in AMI network for secure transfer of energy user-consumption data must take cognizance of congestion control and user data privacy.
Firstly, aggregated metered noisy or fake data will not amount to exactly the aggregated real metered data due to the added randomness to each SM data.
This scheme is robust to data loss particularly during congestion scenario as it can prevent the leakage of the sensed data during data aggregation.
Once verified, the data image is then sent to the local concentrator for overhead reduction.
Figure 2 illustrates typical data flow in a secure data aggregation RTCA model.

Model validation was performed using pilot plant data developed internally.
Presence of CO is a key obstacle for NOx reduction when using mixtures of H2 and CO.
Among the various kinds of reducing agents for NOx reduction gaseous ammonia shows the best performance [9].
Materials and Methods Catalyst preparation Three LNT Catalysts was prepared for NOx reduction.
Bliek, Mechanism of the selective catalytic reduction of NO with NH3 over MnOx/Al2O3: II.

We recognized that the reduction potential of Fe(III) ions is almost equal to the potential for the reduction of precious metals ions such as Pd(II) and Pt(IV).
Microbial reduction of soluble Pd(II) by S. algae cells at pH 7 and 25ºC.
Figure 1 shows typical kinetic data for the microbial recovery of Pd(II) ions.
This marked decrease in the aqueous Pd(II) concentration reflected the reduction of Pd(II) ions to metallic nanoparticles through microbial reduction by S. algae.
Figure 4 and Figure 5 show typical kinetic data for the microbial recovery of precious metal ions from the leaching solutions.

They may cause many unfavorable effects like: reduction of the machinery and vehicle operational efficiency, increasing exploitation wear or frequently rising risk of breakdowns.
Because of these kinds of reasons, the matter of vibration reduction in electromechanical systems is still an intensively investigated topic.
The experimental investigations for a reduction of torsional vibrations have been performed using the test-rig in the form of a drive system shown in Fig. 1.
Main specifications of applied the data acquisition system (DAQ) is described in Table 3.
Here, the analytical and experimental investigations have been performed by means of the rotary damper with the magneto-rheological fluid for reduction of torsional vibrations in rotating systems.

Possible titanium compound reduction reactions in the blast furnace flow down zone conditions.
In addition, there is the likelihood of hearth sculling, hindering the reduction reaction of iron compounds and hot metal desulfurization.
Reference data for industrial siliceous and ferrous slags were used to develop the model.
Mysen reviewed spectroscopic data of titanium added to glass, drawing conclusions that more than one structural position of Ti4+ is possible in such systems.
Red-gold titanium compounds that precipitated during temperature reduction can be identified a) b) FIGURE 5.

Description of Tests and Data Processing After 28 days of curing, the three cast slabs were tested for static load.
Each excitation and response signals lasted 4.0 secs and had a total of 4,096 data points.
The data was acquired and processed by the spectrum analyzer Dataphysics model Quattro, so as to obtain the frequency response functions (FRFs).
The aim of these tests was to provide additional data to investigate the pattern of changes induced by cracking.
This data provides a strong indication that the changes on modal properties were controlled by the ribs only and the concrete topping had little effect on them.

Schematic of the permanent mould designed to produce hot tears Thermal data of the solidifying casting were recorded using K-type thermocouples inserted into the mould cavity at three locations: in the vicinity of the downsprue, in the middle of the casting bar and by the end restraint (shown in Fig. 1).
It can be observed that the addition of silicon led to the reduction of the UTS and the elongation of AZ91E, while the yield strength remained relatively constant.
Further addition of silicon (up to 1.5 wt.%) resulted in a slight reduction in the hot tearing susceptibility of AZ91E.
Further addition of silicon resulted only in a slight reduction of the grain size (53 ± 10 μm and 38 ± 4 μm for AZ91E with 1.0 and 1.5 wt.% Si respectively).
However, addition of silicon resulted in reduction of the hot tearing susceptibility of AZ91E.