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The changes in crystallographic texture are investigated during recrystallization in 5182 and 6016 aluminum alloys, which were subjected to various cold rolling reductions.
The development of recrystallization textures is discussed based on experimental data and results of crystal plasticity simulations.
To the purpose of comparison between measured and predicted textures, the orientation data were post-processed with the MTM-FHM software developed by Van Houtte [2].
In the current investigation, the intensity of the rolling texture, which already pre-exists in the hot band materials A and B, increases considerably after the conventional cold rolling reduction.
A non-conventional type of recrystallization texture is observed in severely deformed material C (~94% rolling reduction), i.e. a relatively strong 20° rotated cube orientation has evolved.

Its goal is to reduce dimension while maintaining internal geometry relationship and internal structure of the data.
If the characteristic dimension is still very high, dimension reduction is needed
Nonlinear dimensionality reduction by locally linear embedding.
A global geometric framework for nonlinear dimensionality reduction.
Laplacian eigenmaps for dimensionality reduction and data representation.

The results demonstrated when the slope stability in the seasonal frozen regions was analyzed using shear strength reduction method, the two deterioration modals can provide the data reference for the analysis.
So study on the damage degree of shear strength parameters of c and φ, which can provide data reference for slope stability analysis.
It can provide data reference for soil slope stability analysis in seasonal frozen regions.
The basic parameters of the soil Basic parameters Natural water content Maximum dry density Optimum water content（w） Data 3.4% 1.65g/cm3 21.0% The simulated specimens with mold on the basis of determination the optimum water content of slope soil were made.
The affect to data c and φ by different F-T cycles When the F-T cycle times increases, the shear strength parameters c and φ of the F-T surface all reduces (Figure1).

A subspace which can represent the key feature of the ensemble of data by extracting the eigenfunctions from the data will be founded.
But the function can be estimated by the set of emulational data or experimental data.
Fig. 2 The set of data and the results of approximative calucation. 2.a Original sample data, 2.b Approximative funciton, 2.c Error between the original data and approximative results.
Kothare, Entropy of spatiotemporal data as a dynamic truncation indicator for model reduction applications, 2005 American Control Conference, (2005), p.3145-3150 [4] A.
Alonso, Proper orthogonal decomposition of direct numberical simulation data: Data reduction and observer construction.

Implementation of Lean Tools-Value Stream Mapping & SMED for Lead time reduction in Industrial Valve Manufacturing Company Mohammad Ashif, a *, Sanjay Goyal,b and Ashish shastri ,c a M.E.
From the current data analysis find out the problems and give some recommendations to improve the production lead time and provide a future state value stream map, we reduced the lead time through VSM, from 46.63 days to 43.03 day.
Lean manufacturing target the reduction of set up time and change over time[2,9].
In this context the work proceeded to find the each elemental values of the product and will minimize it by waste reduction approaches through VSM along with SMED techniques.
Current State Value Stream Map (CVSM) According to collected data and information; Current state map drawn as shown in Fig-3, that showing position of material and inventory at various stage of processing.

Protection device dependent on local time benchmark, the use of MU inherent latency and link to reside the total delay ΔT reduction received multiple interval sampling data of the moment, on the basis of implementing protection control function.
Switches use a store-and-forward mechanism, after receive the complete data packet to forward data packets, and to support different rates port between the exchange of data message, keep high speed between the port and low-speed port work together.
Store and forward the data packet delay caused by the TSM related to data packet length, data rate r L, can be said for the TSM = L/r. 3）Message transmission delay of tp.
Delay calculation "Network mining network jump" mode, the sampling data packet transmission depend on the switch, and the message transmission delay is uncertain in the switch, so when the external clock loses, protective device cannot judge whether the sampling data synchronization.
Protection device dependent on local time benchmark, the use of MU inherent latency and link to reside the total delay Δ T reduction received multiple interval sampling data of the moment, on the basis of implementing protection control function.

Nanocontacts between fibrils and charge currents scattering features in strongly disordered polymers lead to essential change of character of low-temperature electric conductivity that allow from the data on electric conductivity to take the information on parameters of materials on the basis of conductive polymers.
The MIL matrix structure consists of two types of cages of 2.9 and 3.4 nanometer size, connected through a smaller windows (ca. 1.4 nm).[6] Our data confirms that the polyaniline is confined within MIL structure so the size of the conducting phase is limited to an order of several nanometers.
The powder X-ray diffraction data of MIL-101 (green), polyaniline (blue), aniline-impregnated MIL (pink), polyaniline@MIL composite (black).
The gas adsorption data and the pore size distribution analysis also confirm that the polyaniline in the composite sample is entrapped inside the MIL pores as we found the noticeable reduction of the pores sizes after the aniline polymerization, compared to the starting MIL-101 compound.
As can be seen from the data, the dependence of resistivity from current for all materials was observed.

There is huge potential advancement of energy conservation, emission reduction and consumption reduction in the construction of asphalt pavement.
Relevant data show that allowed rolling temperature of mixture can be lower by improving roller’s compaction power.
Related research data show that discharge temperature of mixing plant can even range from -15°C to +15°C and temperature segregation in construction makes temperature in different zones difference of 70-80°C.
Reduction of mixing plant’s delivery temperature.
It indicates that there is huge potential and advancement in energy conservation, emission reduction and consumption reduction in the construction of asphalt pavement

Due to early of energy management system (EMS) is focus on energy data acquisition and centralized monitoring, and the deep analysis of the energy system is not enough, so it can't use the useful information from energy data mining effectively, especially the optimization of energy use, and can not meet the requirements of it.
The energy center management system above basically achieved in a variety of energy data acquisition and monitoring,and the control of the important energy medium.
The defect of previous energy flow detection technology are as follows: Quality of energy flow of real-time data,Flow distribution of real-time data,Network running state data collection is not complete, and cannot complete traceability or monitoring of energy medium to flow in the process of production process, can not meet the real-time monitoring and energy management scheduling requirements.
l In the different production processes of different types of energy, such as the department distributed management and real-time data sharing.
Then use industrial sensing technology and wireless sensor network (WSN) technology to solve bad energy flow under the condition of real-time data acquisition and transmission; Secondly, in view of the different production processes, such as department of production monitoring and control network protocol, to carry on the multiple network fusion, realizing the communication and interoperability; Then, establish various types of energy in the different production processes, such as department of distributed management mode and real-time data sharing mechanism; Eventually build a ideal energy center for integrated data platform (logical model), build energy monitoring information perception based on industrial and the Internet of things technology platform..

The floor impact sound reduction amount of lightweight impact increases with a decrease in the dynamic stiffness.
The decrease in reduction amount implies a decrease in the floor impact sound insulation performance.
Examination of the characteristics for each frequency showed that the changes in the reduction amount were not significant with time at 125 Hz, whereas the changes in the reduction amount were significant at 2000 Hz.
The results of EPS-1 at 500 Hz in Fig. 2 indicate that the data between the initial two months exceeds -10 dB, and that the reduction amount increased with the elapse of time.
Sohn, Correlation between dynamic stiffness of resilient materials and heavyweight impact sound reduction level.