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Flexible manufacturing technologies, shrinking lot sizes and shorter development cycles (”mass customisation”) further compound this situation as they require ever more frequent process reconfigurations [4].
This work aims to illustrate the effect of different databases on prediction accuracy of an image-based ML-assessment of component manufacturability.
Thus, when aiming for full generalisation, carefully selecting the training geometries classes is far more important than the sheer number of samples per class.
Chinese Journal of Mechanical Engineering 30, 22–36, 2017 [13] J.
Foster, A new design guideline development strategy for aluminium alloy corners formed through cold and hot stamping processes, Materials & Design 207, 2021,109856 [17] C.

Hydrochloric acid solutions are used in industrial processes during pickling and cleaning of metals and alloys that causes significant metal loss.
The corrosion inhibitor is the chemical compound that, when it added in corrosion system as a small concentration, it adsorbs on the metal surface, connects with metal ions and decreases the corrosion rate.
The main aim of this research work is that the studying the polarization resistance parameters of cucurbit[n]urils and thioglycolurils based corrosion inhibitors in aggressive alkaline contain chloride ions and acid mediums at the different temperature and concentration. 2.
The inhibitory action of expired asthalin drug on the corrosion of mild steel in acidic media: A comparative study, Journal of the Taiwan Institute of Chemical Engineers 000 (2016) 1–10
Ben Lamine, Physicochemical and thermodynamic investigation of Ni(II) biosorption on various materials using the statistical physics modeling, Journal of Molecular Liquids 220 (2016) 129–135

Although the random orientation of crystals in polycrystalline diamond increased the strength and toughness on a certain scale, with the development of the machining and drilling industries, there has been the increasing demand and hopes that the PCD tool manufacturers are expected to eventually develop products with higher toughness, more shock resistant and less thermal degradation, so that it can prevent chip formation at the cutting edge while cutting hard materials like Al-20%Si alloy or can suffer higher impact strength and thermal degradation while drilling hard rock like granite.
Therefore CNTs are predicted to be the only highest modulus material which can form strong covalent bond to diamond [16] and the compounding between diamond and CNTs would impart this material with both high hardness and high toughness.
This paper aimed at investigating the unique structure and mechanical properties of the sintered diamond reinforced by diamond -MWCNTs composite fibers.
Tang: Chinese Journal of High Pressure Physics (3)(1992), pp.192-197 [9] M.V.
Jing: Chinese Journal of High Pressure Physics Vol.15(1)(2001), pp.1-3 [15] B.

Introduction The misorientation angle between adjacent grains of steels, has become one of the major concerns for the study of some mechanical and toughness properties of irons [1-5], carbon steel [3, 6], stainless steel [7-8], other types of steels [8-10] and different alloys [11-12].
Hwa Hong, Characterization of boundaries and determination of effective grain size in Mn-Mo-Ni low alloy steel from the view of misorientation, Scr.
Kacher, Influence of misorientation angle and local dislocation density on β-phase distribution in Al 5xxx alloys, Sci.
Zhu, Advances in the mechanism of cleavage fracture of low alloy steel at low temperature.
Tyson, Crack arrest toughness of a heat-affected zone containing local brittle zones, Journal of Offshore Mechanics and Arctic Engineering 118 (1996) 292–299

Phase change materials (PCMs) have been employed in latent heat storage applications using both organic and inorganic compounds.
The metallic PCM containers have been fabricated using a 4-mm thick sheet of aluminum alloy (1050A).
Journal of Energy Engineering 147.6 (2021): 04021052
Journal of Energy Storage 27 (2020): 101083
International journal of refrigeration 32 (2009): 596-606

Further, it was reported that bismuth compounds are biodegradable and biocompatible with a long history in biomedicine [14].
It is obvious that Bi and/or its binary compounds have many applications in the field of technology and medicine [16-21].
The aim is to investigate what kinds of collisions take place for each steps of the growth mechanism and what kind of nano/microstructure occurs upon chemical reaction continues.
Zhao, Thermoelectric materials: Energy conversion between heat and electricity, Journal of Materiomics. 1 (2015) 92-105. https://doi.org/10.1016/j.jmat.2015.01.001 [17] H.
Alloys Compd. 498 (2010) L8-L11. https://doi.org/10.1016/j.jallcom.2010.03.165 [26] F.

The present work is mainly aimed to introduce the characterization methods and potential applications of graphene modified anticorrosive coating for tubing.
These studies are focused on the evolution of the microstructure of graphene coating during the experiment was determined by the variety of element compound before and after the modification of graphene and solidification of graphene coating at the marine environment simulating condition.
Acknowledgements This work received the support of the Basic research and Strategic reserve Technology Fund of CNPC (2017Z-04): Applied basic research on the application of graphene technology on the surface treatment of tubing ,Major science and technology projects of Petro China Co Ltd (2018E-11-06): Key technologies for improving development level in complex fault block oilfield at high water cut stage, and The scientific research and technology development project of CNPC(2018D-5010-08): Development of 720MPa titanium alloy drill pipe.
Journal of the Graduate School of Sun Yat-sen University. 29 (2008) 54-61
The Chinese Journal of Nonferrous Metals. 21 (2011) 165-70

Chromium compounds are contained in wastewater from electroplating industries formed during chromium plating, during chemical etching and surface passivation of parts made of ordinary, galvanized and cadmium steel, copper alloys during electro-polishing of steel parts, and during electrochemical anodizing of aluminum parts.
Journal of chemistry,(2020)
Journal Water Processing Engineering, 10(2016) 56–66
Journal of Hazardous materials, 112(2004) 207 – 213
Journal of Water Process Engineering, 33(2020)

When smelting of these ores that are mined for their metals , arsenic and arsenical compounds could enter the effluent in the dissolved form through industrial discharges from metallurgical industries[2].
The new substances on the surfaces of iron chips might be alloy, elemental metal , metal oxides and arsenates, it could be presumed.
Seen from Fig.13, it confirmed that many Cu(II) were displaced and removed from the copper smelting effluent, which had new states of element metal, alloy and oxides.
Table.2 Removal rate under optimal conditions of the combined process Species Total arsenic COD Cu2+ Pb2+ Ni2+ Fe2+ Fe3+ Initial content (mg·L-1) 153.0 146.4 104.5 74.8 15.5 391.3 97.4 Residual content(mg·L-1) 0.43 10.98 1.24 1.32 0.08 1.72 0.94 Efficiency (%) 99.7 92.5 98.8 98.2 99.5 99.6 99.0 Conclusions The current study aimed at evaluate the efficiency of arsenic removal from copper smelting effluent.
Hu: Journal of Tianjin Polytechnic University Vol. 28(2009), p.62 [6] H.

Clearly, in the development of new electronic packages, the aim is to lower the cost, increase the packaging density, and to improve the performance while still maintaining or even improving the reliability of the components.
The results of these reactions by diffusion are intermetallic compounds (e.g., Cu6Sn5 or Cu3Sn, [4]), which form in a characteristic scallop-like shape and ripen to become relatively thick intermetallic layers: right inset of Fig. 3.
Moreover it represents a nonlinear partial differential equation (PDE) of 4th order which describes the temporal development of α- and β-phases in a binary alloy A-B [5,6].
Rather there is a supply of grain material due to the interfacial reactions between the solder alloy and the copper.
Müller: International Journal of Solids and Structures, Vol. 37 (2000), pp. 3841-3871