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The results are used as input data for the production planning and control (e.g. to create work plans or to allocate jobs to machines).
The focus was laid on the consistency of the data collected and the validity of the simulation model.
Regarding the validation of the simulation model, separate parts were checked isolated for validity using real production data from the MRO company.
Conclusively, the entire simulation model was validated by a comparison of the simulation results, such as cycle times, with real production data.
Nyhuis, Validation of data fusion as a method for forecasting the regeneration workload for complex capital goods, J.

Unfortunately the data are classified and quite sensitive.
Before presenting the results here data were de-sensitised and the results correspond with the reality in modified way.
Real data were recorded while performing live experiments.
The FPT distribution was modelled based on the real test data and above mentioned principles.
Chapman, Modelling Task Completion Data with Inverse Gaussian Mixtures.

Optimization results and frame improving design.With the ANSYS topology optimization module, we select OC optimization calculation method and the convergence error of optimization iteration is set to 0.0001 and the number of optimization iteration assigned for 10 times. 50% of the reduction volume is set as the optimization goal.
Comparing to the intensity analysis data between the original and improved designs, the carrying capacity of sub-frame is improved 10.1%.

All samples were subjected to different grades of work-hardening with the use of cold-rolling (0%, 5%, 10%, 13%, 15%, 20%, 26% and 34% reduction of initial thickness of their cross-section).
The Barkhausen noise analysis equipment arrangements, in short, consisted of an electromagnet that produced the magnetic field, a spool wrapped around its core in order to serve as an indicator of the proper conjunction between the surface of the samples and the censor, a second spool containing a ferritic cylinder in its centre, positioned between the two far ends of the electromagnet, that serves as the receiver/censor, an AC generator and DAC data collecting card that is connected to a PC, receives, amplifies, processes the input of the censor and gives us measurements: the counts (number of jumps of the Bloch walls occurred at a given voltage threshold), the power of the signal of the BHN (rms) and a qualitative indication of the magnetic permeability of the samples.

The detail understanding of the statistical nature of magnetic properties’ response and their attribution to certain structure changes in microscopic level, is essential in order to commercially exploit a reliable, high sensitivity Magnetic NDE method and fill the gap of a simple, first principles derived equation of state, which quantitatively interprets the actual magnetization data.
The misorientation distribution functions reveal a critical value of reduction ratio, where plane misorientations start to distribute in space without an evident preferred orientation (magnetic degradation), an effect that becomes more intensive with increasing cold rolling deformation.

It should be noted that such way of reduction of coefficient of heat transmission is effective for new producible panels and cannot be recommended for already existing objects.
We will illustrate the received results for the panel with continuous "the cold bridge" with experimental conditions and the data of its processing provided in [2]: Results of calculation for active thermal action on joint are summarized in Tables 1 and 2.

And the global reduction of greenhouse gases is dependent on the adoption of energy conservation technologies at industrial level as well as this clean energy generation.
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Data were collected at a scanning speed of 0.02° and at a sampling angle interval of 0.02° min-1 using a Vitec 300 Confocal Raman spectrometer with a 532 nm laser at a power of 1 mW using a 10x objective.
Ruoff, Synthesis of graphene-based nanosheets via chemical reduction of exfoliated graphite oxide, Carbon, vol. 45, pp. 1558-1565, 2007

In addition these particulate materials have the advantage of reduction in weight and size.
The hall sensor SS94A1 General Perpose Sensitivity Ratiometric Linear Sensor purchased by Honeywell and is connected to a high accuracy multimeter/data acquisition device.

(Eq.1) (Eq.2) (Eq.3) If fs is the fraction of electrons used for cell synthesis and fe the fraction of electrons used for sulfate reduction, then the overall biochemical reaction R can be written as follows [2]: (Eq.4) where (Eq.5) By combining equations - , the overall biochemical reaction is written as follows: (Eq.6) Ignoring biomass formation (i.e. fs=0) leads to the simple chemical reaction: (Eq.7) In the absence of experimental data, maximum values of fs denoted as fs0 can be estimated by thermodynamic analysis [1].