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Finally CO2 emission reduction and recycle methods are proposed to achieve effective environmental protection and high economic efficiency.
Feasibility analysis of safety production by CO2 injection (1) CH4 concentration reduction by CO2 injection CO2 has better adsorption ability than CH4[7].
Meanwhile CH4 in coalbeds is diluted by free CO2 (free CO2 is injected to coalbeds but is not adsorbed), which also leads to CH4 concentration reduction.
Parameters for modeling are given in Table 1(sorption data of CH4 and CO2 are from Ren’s experimental results[8]).Then we utilize 300m×300m well pattern to study CO2 injection rate.
Finally suggestions for CO2 emission reduction during coal minning were proposed.

Neuron for Unsupervised Learning Data Preparation.
Outages are simply handled by a percentage reduction coefficient, defined from historical data.
Classically 30% of data are used for validation.
In every case the networks trained on both providers’ data are better for any weather data type.
Cascaded ensembles are specified not only from weather data types but also from clusters of historical data.

Annealing nitridated interfaces in hydrogen results in a further reduction of trap density (from ~10 12 cm-2 eV -1 to ~5 x 10 11 cm-2 eV -1 at EC-E ~0.1 eV).
In a previous work, it has been shown that the trap density reduction is dependent only on the amount of interfacial N, and not on the anneal time or temperature [15].
It has been shown previously that the N induced trap reduction saturates after a critical amount of interfacial N uptake [15].
The data are an average of ~10 capacitors.
Comparison with the 'NO only' data reveals a ~ 30 % lower Dit at EC-E ~0.1 eV and deeper in the band-gap, i.e. from EC - E = 0.6 eV to 1.6 eV.

However, there is a practical limitation in the amount of deformation that may be imparted during conventional cold rolling due to the continuous reduction in the thickness of the strips.
In each ARB cycle 50% reduction in thickness was imparted corresponding to an equivalent strain (εeq) value of 0.8.
TSL-OIMTM software was used for the analysis of the microtexture data.
It may be noted that 4 cycle of ARB processing corresponds to ~95% reduction in thickness by conventional rolling.
Deformation beyond this level becomes increasingly difficult due to the continuous reduction in thickness of the strip. 8 cycle of ARB processing corresponding to a reduction in thickness of ~99.7% has a marked effect on the strength and sharpness of cube texture.

Combined extrusion experiment was conducted with the temperature of 440 o C, and with a reduction of 70% for the thickness of the billet.
EBSD micrograph of 7050 Al alloy: (a) after solution treatment, b) ahead of filling, (c) filling reduction of 25%, and (d) filling reduction of 85%.
Table.1 shows the fraction evolution of characteristic microstructure by EBSD data.
As a kind of dynamic softening behavior, the generation of recrystallization will be considered to give a reduction of hardness.
EBSD images for microstructure evolution during indirect extrusion: (a) ahead of filling, (b) reduction of 60%, (c) reduction of 85%.

Experimental Results Experimental Data.
The KDDCUP99 data set contains many continuous attributes.
Pawlak: Rough sets: Theoretical Aspects of Reasoning about Data.
Data Mining, Rough Sets and Granular Computing, T.Y.
Liu: Feature Selection of the Intrusion Detection Data Based on Particle Swarm Optimization and Neighborhood Reduction.

Fig. 9 the hardware structure of the system, mainly through a variety of sensors to complete data acquisition field physical quantity, after signal conditioning into the data acquisition card, and computer communication, real-time transmission of data information.
Test system monitor the working state of the centrifugal pump according to the received instruction, automatic control and test flow, and data collection and real-time display of corresponding parameters and curves, after completion of test data analysis and processing, the output of the corresponding test reports and curves.
Flow control part of the hardware is mainly composed of computer, data acquisition card, servo amplifier, actuator and electric control valve.
After conversion, curve fitting of different flow point of the VC data using the least squares curve fitting module, get the pump performance curve and curve.
The performance experiment of centrifugal pump in accordance with the national standard, the stability of centrifugal pump parameters in the GB of time, collecting 15 flow point data, and in each of the flow data of 9 groups of data averaging, fitting of the centrifugal pump performance curve is shown in figure 11.

Research status of earthquake prevention and disaster reduction of existing concrete frame structure is presented. the existing problems of rescue program and technology is analyzed when earthquake is happened in existing concrete frame structure, it is critical to improve the relevant technology standards and regulations and to implement prevention for to solve the problems, the main content of prevention collapse earthquake is pointed out.
Statistical data of earthquake disaster in recent years indicated that cost of earthquake disaster loss, rebuilding and social assistance and so on increase doubly with social economy development[1-3].
The difficulty lies in defining the structure properties of discriminant index, the index should be based on reasonable consideration of structural ductility, strength, structure importance, collapse mechanism and time, region and other factors according to the test and seismic data to determine the amount of statistics.
Although our government promulgated the "law" of earthquake prevention and disaster reduction in 1998, the law is also very clear that "the work of earthquake prevention and disaster reduction is the general principle, that is implementation of prevention and treatment and prevention of combining principle, but from the experience of the following several earthquake relief, the executive effect is not far to achieve the desired effect.

Experimental results show the proposed method can effectively remove impulse noise from a noisy image, especially from a low signal-to-noise ratio (SNR) image; the noise reduction performance has obvious advantages than the other.
According to Fig.2, noise reduction ability of the extremum morphological filtering algorithm decrease quickly when noise density increases.
Experiment results show that the proposed method can effectively remove impulse noise in the image, especially in low SNR images; the noise reduction performance has obvious advantages than the extremum morphological filtering algorithm.
Sonar Image Denoising Algorithm in Morphological Wavelet Domain, Journal of Data Acquisition & Processing, vol.25, no.3, 2010, pp.324-328

However, the presence of nanoscale ‘separations’ on the thin film annealed over Tm (AN160) suggested high possibility of defects, and hence a reduction in ferroelectric properties of thin films.
SUBSEQUENTLY, FURTHER ANNEALING TO TEMPERATURE OF 160°C CAUSED A REDUCTION IN THE PR FOR AN160 FILMS, WHICH MAY BE ATTRIBUTED TO THE APPARENT DEFECTS OBSERVED EARLIER FROM THE ‘SEPARATION’ BETWEEN THE FIBROUS-LIKE CRYSTALLITES IN THE AN160 FILMS.
The presence of nanoscale “separations” on the thin films annealed above melting temperature (AN160) suggested a high possibility of electrical defects, hence a reduction in ferroelectric properties of the PVDF-TrFE thin films.
[9] Jong Soon Lee, Kap Jin Kim and Arun Anand Prabu, Ferroelectric P(VDF/TrFE) Ultrathin Film for SPM-based Data Storage Devices.