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Schematic illustration and specification of residential SOFC-CGS Building data and input loads.
The input load data at 1-minute intervals of the SOFC-CGSs simulation programs [4] includes occupant-related electricity, thermal load by air-conditioning, and the domestic hot water demand for the winter calculation period (from November to next March).
Finally, input load data by power and heat (at one minute intervals) was created based on obtained data for calculating period of winter.
Result and discussion The output data of the SOFC-CGS simulation program is energy demand of electricity and natural gas bought from the company, which can be converted to primary energy by conversion factors.
It claims that primary energy demand reduction is increased with air temperature decrease.

Analyzing the clock timing of the ILX511, which is a reduction-type linear image sensor, the CCD driving circuit, analog-to-digital conversion(ADC) circuit and data storage circuit were designed.
Fig.1 The system overall diagram Hardware Design The designed circuits are composed of the core chip CPLD, data acquisition based CCD, analog-to-digital conversion and data storage.
Data Storage Module.
The data storage circuit is shown as Fig.4.
Fig. 6 The driving timing Summary Based on the analysis of the ILX511 clock timing, using the ILX511 to capture spectrum, the AD9220 to convert analog to digital and the IDT7283 to store data, the spectral data acquisition, conversion and storage circuit were designed.

Each pair of tracks are installed with a data collector and all data collectors carry out a two-way data exchange with the same measurement controller.
The measurement controller is used to receive and deal with both the weight data from the data collector and the video data from video server.
The equipments required reduce a lot which lead to a greatly reduction of investment costs.
Fig. 1 Traditional data acquisition system Fig. 2 Improved data acquisition system The Improved Data Acquisition System Structure of the Improved System.
● Fast data transmission, the maximum rate is 10Mbps

It follows from the obtained data that the hot working with the following accelerate cooling under industrial conditions does not develop a tendency toward corrosion cracking in 3% agueous NaCl solution.
This is confirmed by experimental data for the effect of steel chemical composition and heat-treatment schedules on its tendency toward ICC.
With an increase in dislocation density a tendency is observed toward a reduction in corrosion rate (Table 2).
In contrast to data obtained in [9] for a similar steel given TMP, the grain size and overall amount of carbide phase in this case has almost no effect on ICC.
It follows from data in Table 2 that steel TMP-worked under industrial conditions practically does not develop a tendency toward corrosion cracking in 3% aqueous NaCl solution.

In that sense model reduction based simulation appears to be a very promising alternative.
Indeed, by no more considering the initial condition of a transient problem as a static input data but as an extra- coordinate similarly to space and time, we demonstrate that it is possible to parallelize efficiently the computation and even reach real-time in some cases.
More details regarding the PGD method and other model reduction methods are given in [1, 2, 5, 7].
Instead of considering it as a static input data, it can be introduced as an extra-coordinate of the model, similarly to space and time.
Boust, Alleviating mesh constraints: model reduction, parallel time integration and high resolution homogenization, Computer Methods in Applied Mechanics and Engineering, 197 (2008) 400-413

The data reveal that LAH could effectively reduce terpene maleic anhydride to corresponding alcohol, and the conversion rate of raw material could reach 84%.
To date, few studies have been reported on the reduction of dicarboxylic acid anhydrides using lithium aluminium hydride as reductant for the production of diols2-3.
Results and discussion The influence factors of reduction reaction As shown in Figure 1, the synthesis started with a highly efficient Diels–Alder reaction between dipentene and maleic anhydride to produce TMA, followed by a reduction reaction using the aid of lithium aluminium hydride as reductant.
Control of lithium aluminium hydride reduction of Cyclic Dicarboxylic Acid anhydrides to produce γ-Lactones or Diols.
Efficient one-pot selective reduction of esters in β-ketoesters using LiHMDS and lithium aluminium hydride.

The Preparation and Characterization of LiFe0.98Ni0.01Nb0.01PO4/C by Carbon Reduction Route Jia-feng, ZHANG1, a, Bao ZHANG1,b , Xue-yi GUO1,c, Jian-long WANG1,d, He-zhang CHEN1, Chao SHEN1 and Jun-chao ZHENG1 1School of Metallurgical Science and Engineering, Central South University, Changsha 410083, Hunan, China acsuzjf@163.com,bcsuzb@vip.163.com,cxyguo@mail.csu.edu.cn,dcsuwjl@163.com Keywords: LiFePO4/C, Ni and Nb co-doping, Carbon reduction Abstract: The LiFe0.98Ni0.01Nb0.01PO4/C was synthesized by carbon reduction route using FePO4·2H2O as precursor.
Except to enhance the conductivity and the mean operation voltage, a high capacity was also expected for the LiFePO4-based Li ion batteries. 2 Experimental The LiFe0.98Ni0.01Nb0.01PO4/C was synthesized by means of carbon reduction route using FePO4·2H2O as precursor.
The data were collected in the range between 10 and 90° in steps of 10°/min.
Conclusions The LiFe0.98Ni0.01Nb0.01PO4/C composite was synthesized carbon reduction route using FePO4·2H2O as precursor.

Clustering can not only be applied to data segmentation but also to outlier detection.
The establishment of model and realization of algorithm 1) The establishment of semantic web data model The data objects this paper studies come from Movielens database which is a noncommercial practical website for research.
Possessing 1000000 marking data given by 6040 users regarding 3900 films, Movielens data set is widely used as experiment material.
After dimensionality reduction of vector space we will get a new matrix.
In experiments, data from six types of films each of which has 100~200 pieces of markings given by users is taken as the usage data set of improved ontology- based semantic web K-means algorithm.

This approach can also be used to target recognition based on radar data.
Moreover, without dimension reduction, the model’s complexity is high and the learning speed is low.
Assume the original input data has been normalized.
The spectral data come from http://www.ucl.ac.be.
The dimension of the mass-spectrometric data for building mode is 1000.

And assessment data acquisition difficulties, the assessment field dependence and confidentiality are strong; Assess needs more and more.
Node conditional probability can be determined by learning a large number of sample data or the knowledge of experts in the field.
Attribute Reduction Algorithm attribute dependence progressive genetic reduction based design method.
For building assessment model, we compare SASR with CTR data table in literature [5], setting that fitness function is calculated based on the dependence and genetic algorithm takes optimal preservation strategy.
When the number of instances of the data sets and the number of original attributes are less, the advantage of SASR on the time complexity is not yet clear, but when increasing the number of instances of the data sets and the original number of attributes, the advantage of SASR on the time complexity gradually shows up.