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Custom Power Devices In order to mitigate the power quality problems, active power line conditioners which are based on leading-edge power electronics technology, has already been recognized as the best solution to provide harmonics elimination, voltage-flicker reduction, power factor correction, voltage regulation and load balancing[3][9].
Nevertheless, improved BP with exclusive connection between hidden layer and output network has demonstrated better performance in term of reduction in computation time and number of iterations.
In addition, this method was not tested on real field data for further verification [30].
RBFNN has a fixed and simple structure of three layers architecture, easy to design, insensitive to input noise, online learning ability as it can perform well even for different data that has been used for training and good generalization.

However, increasingly complex shapes of car bodies and other market requirements necessitate improvements in deep drawability and strength of the IF steel sheet in conjunction with the weight reduction of the panels.
The theoretical investigation by final element simulations in Abaqus is validated qualitatively with the experimental data based on electron-backscatter diffraction analysis and tensile tests.
The rolling was done in three passes with a thickness reduction per pass of 30% for each processing route.
A high-resolution Field-Emission Gun Scanning Electron Microscope (FEG-SEM) FEI Quanta 3D fitted with Hikari EBSD detector and EDAX-TSL OIM software package was used for the EBSD data acquisition and analysis.

The experimental results of this study would provide a fundamental data to determine the optimum PP fiber dosage at the fire design of HSC member.
However, when the PP fiber dosage was over 0.2%, the reduction in spalling of the concrete specimen leveled off.
This is reasoned that not only the cross sectional reduction by the mass loss but also other factors such as the exposure of main re-bars, the spalling pattern and the localized cross sectional damage have influenced the residual axial strength of the reinforced columns. 2.
Thus, it follows that this experimental finding can be used as fundamental data of optimum PP fiber dosage for the fire resistance design.

By analyzing experimental data, the effects of load ratio on performance and emissions of dual-fuel engine can be studied.
Data processing.
Therefore, the specific fuel consumption of dual-fuel increases rapidly with the reduction of load ratio.
At middle and high loads, the reduction of the specific fuel consumption is determined by the mixture concentration and the high temperature in cylinder.

Experimental Study on Site-built Reinforcing Rib Composite Wall under Low Cyclic Loading Weidong Sun1,a, Aimin Wang1,b 1 Faculty of Civil Engineering, Changchun Institute of Technology, Jilin Key Laboratory of Disaster Prevention and Reduction, Changchun, 130012, China aswdccgc@163.com, b785659270@qq.com Keywords: Composite Wall.Low Cyclic Load.Experimental Study.
YHD-300 displacement sensor is used for displacement measurement, and DH3816 static strain tester is used as the data acquisition system.
The data show that the structure has good ductility.
At the same time this experiment is done in Jilin province disaster prevention and reduction key laboratory of Changchun Institute of Technology.

This paper used the finite element software ABAQUS to the bearing capacity and ductility of the steel tube concrete piers for fire performance research, after analysis of steel tube concrete piers in the high temperature changes in the loss of bearing capacity and ductility performance, concrete filled steel tube to reasonable formulation in our country fire prevention design standard and fire after the repair and reinforcement of the structure of the steel tube concrete finite element test data.
As can be seen from the diagram above, with the increase of temperature, pier reaches ultimate bearing capacity of the displacement gradually reduced, specific data as shown in Table 1.
Through the finite element calculation program, the ultimate bearing capacity of the bridge piers are calculated respectively in other temperature after the loss, through the study found that, when the temperature at 500 ˚C, the bearing capacity of the bridge has a tendency to decline with the rise of temperature, but the decline range is not obvious, ultimate bearing capacity loss within 30%, the shape of the load-curve the same as the curve of the normal temperature; when the temperature between 500 ˚C -1000 ˚C, there is a significant reduction for the ultimate bearing capacity of the bridge pier after high temperature, ultimate bearing capacity loss within 80%.
Finally, although the material yield strength and ultimate bearing capacity with the rising of temperature greatly reduced, but it is not hard to see from the curve of concrete filled steel tubular composite performance is still good, its mechanical properties are still superior plastic, no signs of brittle failure; it is because of this characteristic, concrete filled steel tube structure is widely used in civil engineering, significant importance on the structural stability and seismic disaster reduction.

Additionally, wear mechanism and effect of reduction of tool diameter on machine slot geometry was discussed.
A piezoelectric dynamometer (Kistler type 9317B) with charge amplifiers was used to measure and record the cutting forces data during the machining process.
It was connected to the DAQ-Charge B collect the signal and converted it into the data format.
Furthermore, the reduction of spindle speed significantly reduces the total thrust force, Fz because of the effectiveness material removal rate and larger tool contact area at slower rotational speed.

Existing survey data above show that the large number of historical landfills is causing serious damage to the surrounding environment.
Historical landfill leakage pollution will offset the "twelfth five-year" 0.4% of the annual average COD emission reduction targets, NH3-N 1.4% of the annual emission reduction targets.
The relative environmental science and technology development should focus on high-precision data acquisition device, rapid detection technology and mobile devices, and intensify research and engineering demonstration.

Data were collected using CuKa radiation in the range10°≤ 2Ө≤ 120° with a step interval of 0.02°.
The hardness of WM decreased after all heat treatments due to removing of residual stress, reduction of lattice defects generated during welding, grain growth and formation of considerable ferrite in the microstructure [20].
We can explain that by removing the residual stress, reduction of lattice defects generated during welding.
Lars-Eric, Control of Microstructures and Properties in Steel Arc Welds, Library of Congress Cataloging-in Published Data, (1994)

The other was used as master microcontroller, accepted a variety of collected data from sensors, and controlled the air flow rate under the conditions of starting and idling speed [2].
In-cylinder pressure data were acquired by a Kistler-6117BFD piezoelectric high pressure transducer which was integrated with the spark plug.
As a result, the timing of peak cylinder pressure pmax is postponed, which results in the reduction of Ttq.
At the same time, with the increase of λ, heat value of mixture is decreased, which result in the reduction of combustion efficiency and output Ttq.