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Each group of data sampling points is 2048 points, working condition of each collection 60 sets of data, the sampling frequency 2 kHz.
SVM signal extension is researched for reduction endpoint effect. related pseudo components eliminating is used for reduction modal aliasing.
Data sample of each group is 2048 points, frequency 2000 Hz.
Selected the impact data of 400 point from the data length find out a set of feature vectors as a sample.
Advances in Adaptive Data Analysis，Vol.1(2009),p1-41 [7]Zhang Meijun ,Sichen Han,Chuang Wang and Shuguang Li.

PCA and LDA play a significant role in dimensional reduction and have attracted attentions in intelligent data analysis.
PCA and LDA are optimal only if data of each class follows normal distribution.
Based on a tradeoff between PCA and LDA, HDA is proposed to adapt to more complex data.
Denote the number of input data dimension as,, , It is clear that when appears.
Yan, Feature extraction and uncorrelated discriminant analysis for high-dimensional data, IEEE Trans.Knowledge and Data Engineering. 8 (2007) 1-14

It was found that the substitution of PMC material reinforced by an X-shaped steel frame resulted in a weight reduction effect with equivalent strength, impact characteristics and fracture property. 1.
In this paper, a 3-D stress analysis has been performed in details in the viewpoint of safe design with maximum weight reduction.
This study utilizes mechanical property data provided by Dupont.
Fabricated aspect of car seat frame before and after impact test, (a) proto type model before impact test (splitted view), (b) proto type model after impact test (down view) for automotive seat structure in order to bring weight reduction.
Weight reduction effects, as well as additional effects due to material substitution and design modification, are evaluated.

In a metal casting environment, teams of total Quality Management collect isolate problem areas, quality related problem data and establish the need for corrective actions.
In addition, improvements translate into cost reductions.
When a production card is being maintained, there is no need to relay on the memories of supervisors and operators for important data All rejected castings, wherever they are arise, should be collected and segregated into marked scrap enclosures.
They should analyze the rejection data with any analyzing tool like Statistical Quality Control, Failure Mode Effect Analysis, Fault Tree Analysis, etc.
Yasin, Gregory S.Little, A Systematic Approach to Understanding Cost of Quality: A Field Study, Industrial & Data Systems, Vol.99, No.8, pp.362-366, 1999

Offered services in this network include a guaranteed real-time service and other services for parallel and distributed processing such as barrier synchronization and global reduction.
Transmission stage (1) Get data from applications, and save the data in buffer queue.
When receiving the data from applications, we add a data header which shows the size of the data, and cache the data with header to buffer queue, and waits for the sending pre-treatment
(10) Combine data blocks into an integrated data pack.
The process decompresses the data pack, and recovers the original data pack

Green textile has become a favorite of market, a sustainable textiles benefit for human safety, energy saving and emission reduction.
With cases and data, BASF will introduce its contribution to safe and ecological textile manufacturing as a chemical supplier focusing on 3 key areas: consumer safety, resource saving and climate protection.

Experimental Design and Data Analysis.
USA) was used to performed Analysis of Variance (ANOVA) on collected data.
The data from the four genotypes showed a correlation between stomatal conductance and value of net photosynthesis during drought stress.
Reduction of Pn Reduction of gs Drought period and recovery Drought period and recovery Fig. 2 and 3.
Stomatal conductance reduction occured during drought conditions. genotype T186 had the highest level of stomatal conductance reduction on days 4, 7, and recovery day 1.

And the digital data is temporarily stored in buffer of FEE and transferred to center control board.
The center control electronics gets spectra data by serial ports and analyze data.
A large amount of data can be stored in the electronics.
Data processing.Detection result will be interfered by the noise of instrument, which will finally influence the resolution.
(2) Actually, the result is much closer to real data [Fig. 3].

Power data were gathered for one month to establish the baseline consumption.
The data collected for the base line was from July 29, 2008 to August 21, 2008 after the meters were installed.
Updated data for the total HVAC system electricity consumption were gathered after the implementation, from August 21 to September 6, 2009 and monitored for another two years after project completion.
Figure 2 HVAC system demand The 15 minutes interval data for electricity generation by the solar panel were collected for a whole year in 2010.
However, the reduction on the peak demand reduction is moderate and a big proportion is contributed by TES.

Carbon reduction is not only aimed to save the Earth but also create a direct way to decrease personal and national loss in finance.
Every government starts to regulate more severe economic policies in carbon reduction.
Additionally, we must pay close attention to the items of carbon reduction and the stability of long-term energy supply.
National greenhouse gas reduction goals in 2020.
However, there is an inconsistent conclusion in the literature with different estimation procedures and data.