{"id":3897,"date":"2019-08-30T19:00:00","date_gmt":"2019-08-30T10:00:00","guid":{"rendered":"https:\/\/afdex.com\/effect-of-friction-laws-on-metal-forming-simulations-a-summary-1-2\/"},"modified":"2025-11-07T12:00:36","modified_gmt":"2025-11-07T03:00:36","slug":"effect-of-friction-laws-on-metal-forming-simulations-a-summary-1-2","status":"publish","type":"post","link":"https:\/\/afdex.com\/ko\/effect-of-friction-laws-on-metal-forming-simulations-a-summary-1-2\/","title":{"rendered":"Effect of friction laws on metal forming simulations \u2013 A summary \u2013 [1\/2]"},"content":{"rendered":"\r\n<p class=\"has-text-align-center has-medium-font-size\"><strong>Effect of friction laws on metal forming simulations \u2013 A summary \u2013 [1\/2]<\/strong><\/p>\r\n\r\n\r\n\r\n<div class=\"wp-block-spacer\" style=\"height: 30px;\" aria-hidden=\"true\">\u00a0<\/div>\r\n\r\n\r\n\r\n<p>The series of two articles, to be published in the coming weeks will be based on the effect offrictionformulation on the prediction of metal forming processes.<\/p>\r\n\r\n\r\n\r\n<div class=\"wp-block-spacer\" style=\"height: 30px;\" aria-hidden=\"true\">\u00a0<\/div>\r\n\r\n\r\n\r\n<p>In this article, effect of two friction formulations on three processes namely cylinder compression process with low aspect and contact ratio, cylinder compression process with high aspect and contact ratio and the hot strip rolling process will be presented.<\/p>\r\n\r\n\r\n\r\n<div class=\"wp-block-spacer\" style=\"height: 30px;\" aria-hidden=\"true\">\u00a0<\/div>\r\n\r\n\r\n\r\n<p>Friction is an important factor influencing the outcome of metal forming simulations. The major factors affecting friction are<\/p>\r\n\r\n\r\n\r\n<div class=\"wp-block-spacer\" style=\"height: 30px;\" aria-hidden=\"true\">\u00a0<\/div>\r\n\r\n\r\n\r\n<ul class=\"wp-block-list\">\r\n<li>Normal stress along the die-material interface<\/li>\r\n\r\n\r\n\r\n<li>Lubrication conditions<\/li>\r\n\r\n\r\n\r\n<li>Relative velocity<\/li>\r\n\r\n\r\n\r\n<li>Temperature<\/li>\r\n\r\n\r\n\r\n<li>Roughness<\/li>\r\n\r\n\r\n\r\n<li>Mechanical properties of the material \/ die<\/li>\r\n<\/ul>\r\n\r\n\r\n\r\n<div class=\"wp-block-spacer\" style=\"height: 30px;\" aria-hidden=\"true\">\u00a0<\/div>\r\n\r\n\r\n\r\n<p>As the die-material interface is usually under high pressure and temperature, a detailed investigation of above factors remains a challenge.Traditionally, the Coulomb friction law and the constant shear friction law are used in formulating the friction conditions in metal forming simulation.<\/p>\r\n\r\n\r\n\r\n<div class=\"wp-block-spacer\" style=\"height: 30px;\" aria-hidden=\"true\">\u00a0<\/div>\r\n\r\n\r\n\r\n<p>According to the Coulomb friction law, the frictional stress is proportional to the normal stress or force, while the constant shear friction law states that the frictional stress is a certain fraction of the shear yield stress of the material and does not reflect the effects of the normal stress on the frictional stress.<\/p>\r\n\r\n\r\n\r\n<div class=\"wp-block-spacer\" style=\"height: 30px;\" aria-hidden=\"true\">\u00a0<\/div>\r\n\r\n\r\n\r\n<p>It is clear that frictional stress is related to the normal stress, and that the Coulomb friction law or its variants can describe the real behavior of friction better than the constant shear friction law. However, the constant shear friction law has been widely used in simulations of bulk metal forming due to its theoretical simplicity and numerical rigidity. At room temperature, the two laws give nearly the same results for ring compression because the normal stress distribution in this case is relatively uniform over the contact area even though ring compression itself is very friction- sensitive.<\/p>\r\n\r\n\r\n\r\n<div class=\"wp-block-spacer\" style=\"height: 30px;\" aria-hidden=\"true\">\u00a0<\/div>\r\n\r\n\r\n\r\n<p>In this study, the two friction laws are applied on several friction-sensitive metal forming processes using the rigid-viscoplastic FEM based AFDEX \u2013 the intelligent metal forming simulator.<\/p>\r\n\r\n\r\n\r\n<div class=\"wp-block-spacer\" style=\"height: 30px;\" aria-hidden=\"true\">\u00a0<\/div>\r\n\r\n\r\n\r\n<p><strong><u>Friction evaluation curve:<\/u><\/strong><\/p>\r\n\r\n\r\n\r\n<div class=\"wp-block-spacer\" style=\"height: 30px;\" aria-hidden=\"true\">\u00a0<\/div>\r\n\r\n\r\n\r\n<p>Ring compression has been widely used to evaluate friction because the ring is very sensitive to deformation under friction conditions. Specifically, the inner and outer radib of the deformed ring vary with respect to its height, and the deformation pattern is highly dependent on the friction conditions. Through finite element analysis, one can construct the friction evaluation curves by plotting the minimum ring radius versus height. For example, Fig. 1 shows the friction evaluation curves for a material with a flow stress of<\/p>\r\n\r\n\r\n\r\n<div class=\"wp-block-spacer\" style=\"height: 30px;\" aria-hidden=\"true\">\u00a0<\/div>\r\n\r\n\r\n\r\n<figure class=\"wp-block-image\"><img decoding=\"async\" src=\"https:\/\/cdn.imweb.me\/upload\/S20240930629d3fc27940c\/385ec87ec97d0.png\" alt=\"\" \/><\/figure>\r\n\r\n\r\n\r\n<div class=\"wp-block-spacer\" style=\"height: 30px;\" aria-hidden=\"true\">\u00a0<\/div>\r\n\r\n\r\n\r\n<p>Thus, ring compression tests can be used to estimate the Coulomb friction coefficient or friction factor by comparing the experimental curve of the minimum ring radius versus height to the theoretical friction evaluation curves. Note that the initial ratio of the outer diameter to the inner diameter to the height of the ring is 6:3:2.<\/p>\r\n\r\n\r\n\r\n<div class=\"wp-block-spacer\" style=\"height: 30px;\" aria-hidden=\"true\">\u00a0<\/div>\r\n\r\n\r\n<div class=\"wp-block-image\">\r\n<figure class=\"aligncenter size-full\"><img loading=\"lazy\" decoding=\"async\" width=\"856\" height=\"884\" class=\"wp-image-1151\" src=\"https:\/\/afdex.com\/wp-content\/uploads\/2025\/06\/7eb6eebad25c9.png\" alt=\"\" srcset=\"https:\/\/afdex.com\/wp-content\/uploads\/2025\/06\/7eb6eebad25c9.png 856w, https:\/\/afdex.com\/wp-content\/uploads\/2025\/06\/7eb6eebad25c9-290x300.png 290w, https:\/\/afdex.com\/wp-content\/uploads\/2025\/06\/7eb6eebad25c9-768x793.png 768w\" sizes=\"auto, (max-width: 856px) 100vw, 856px\" \/><\/figure>\r\n<\/div>\r\n\r\n\r\n<p class=\"has-text-align-center\"><strong>Figure 1: Friction evaluation curves for a material at the room temperature, obtained by ring compression simulation. a) Ring compression b) Calibration curves<\/strong><\/p>\r\n\r\n\r\n\r\n<div class=\"wp-block-spacer\" style=\"height: 30px;\" aria-hidden=\"true\">\u00a0<\/div>\r\n\r\n\r\n\r\n<p>Fig. 1 shows a set of friction evaluation curves at room temperature and Fig. 2 shows the same curves for a material at an elevated temperature, where the flow stress is<\/p>\r\n\r\n\r\n\r\n<div class=\"wp-block-spacer\" style=\"height: 30px;\" aria-hidden=\"true\">\u00a0<\/div>\r\n\r\n\r\n\r\n<figure class=\"wp-block-image\"><img decoding=\"async\" src=\"https:\/\/cdn.imweb.me\/upload\/S20240930629d3fc27940c\/9f6c220548940.png\" alt=\"\" \/><\/figure>\r\n\r\n\r\n\r\n<div class=\"wp-block-spacer\" style=\"height: 30px;\" aria-hidden=\"true\">\u00a0<\/div>\r\n\r\n\r\n\r\n<p>To obtain Fig 2, the following conditions were used:<\/p>\r\n\r\n\r\n\r\n<ul class=\"wp-block-list\">\r\n<li>Initial outer ring diameter: 60 mm<\/li>\r\n\r\n\r\n\r\n<li>Ring height: 40 mm<\/li>\r\n\r\n\r\n\r\n<li>Punch velocity: -200 mm\/s<\/li>\r\n\r\n\r\n\r\n<li>Reduction ratio: 60%<\/li>\r\n<\/ul>\r\n\r\n\r\n\r\n<div class=\"wp-block-spacer\" style=\"height: 30px;\" aria-hidden=\"true\">\u00a0<\/div>\r\n\r\n\r\n\r\n<p>Comparing the slopes of the curves in Figs. 1 and 2 show that the Coulomb friction law and the constant shear friction law produce nearly the same results, especially for a smaller reduction and lower friction. However, as friction and reduction increase, the difference in the slope of the friction evaluation curves increases. This is because the Coulomb friction law reflects the normal stress variation at high friction and high reduction, while the constant shear friction law does not.<\/p>\r\n\r\n\r\n\r\n<div class=\"wp-block-spacer\" style=\"height: 30px;\" aria-hidden=\"true\">\u00a0<\/div>\r\n\r\n\r\n<div class=\"wp-block-image\">\r\n<figure class=\"aligncenter size-full\"><img loading=\"lazy\" decoding=\"async\" width=\"599\" height=\"575\" class=\"wp-image-1152\" src=\"https:\/\/afdex.com\/wp-content\/uploads\/2025\/06\/dd856c4d8331d.png\" alt=\"\" srcset=\"https:\/\/afdex.com\/wp-content\/uploads\/2025\/06\/dd856c4d8331d.png 599w, https:\/\/afdex.com\/wp-content\/uploads\/2025\/06\/dd856c4d8331d-300x288.png 300w\" sizes=\"auto, (max-width: 599px) 100vw, 599px\" \/><\/figure>\r\n<\/div>\r\n\r\n\r\n<p class=\"has-text-align-center\"><strong>Figure 2: Friction evaluation curves for a material at the elevated temperature, obtained by ring compression simulation<\/strong><\/p>\r\n\r\n\r\n\r\n<div class=\"wp-block-spacer\" style=\"height: 30px;\" aria-hidden=\"true\">\u00a0<\/div>\r\n\r\n\r\n\r\n<p>Before we move forward, you need to know the following definitions.<\/p>\r\n\r\n\r\n\r\n<div class=\"wp-block-spacer\" style=\"height: 30px;\" aria-hidden=\"true\">\u00a0<\/div>\r\n\r\n\r\n\r\n<ul class=\"wp-block-list\">\r\n<li>Aspect ratio of the process is defined as the width of the material divided by its height.<\/li>\r\n\r\n\r\n\r\n<li>The ratio of the contact region is the area of the die material interface divided by the entire surface area of the material.<\/li>\r\n<\/ul>\r\n\r\n\r\n\r\n<div class=\"wp-block-spacer\" style=\"height: 30px;\" aria-hidden=\"true\">\u00a0<\/div>\r\n\r\n\r\n\r\n<p>The process information that was used to obtain results shown in Figure 2 will be used henceforth for the rest of the processes, unless specified explicitly.<\/p>\r\n\r\n\r\n\r\n<div class=\"wp-block-spacer\" style=\"height: 30px;\" aria-hidden=\"true\">\u00a0<\/div>\r\n\r\n\r\n\r\n<p>Now let\u2019s have a look at the application of these friction laws for several metal forming processes.<\/p>\r\n\r\n\r\n\r\n<div class=\"wp-block-spacer\" style=\"height: 30px;\" aria-hidden=\"true\">\u00a0<\/div>\r\n\r\n\r\n\r\n<p><strong><u>1. Low aspect ratio cylinder compression<\/u><\/strong><\/p>\r\n\r\n\r\n\r\n<div class=\"wp-block-spacer\" style=\"height: 30px;\" aria-hidden=\"true\">\u00a0<\/div>\r\n\r\n\r\n\r\n<p>Fig. 3 shows the predicted results of metal flow lines formed by compressing a cylinder with a relatively low aspect ratio and a low contact ratio.<\/p>\r\n\r\n\r\n\r\n<div class=\"wp-block-spacer\" style=\"height: 30px;\" aria-hidden=\"true\">\u00a0<\/div>\r\n\r\n\r\n\r\n<p>Fig. 3(a) shows the results obtained with \u00b5 = 0.2, while Fig. 3(b) gives the results for m = 0.48.<\/p>\r\n\r\n\r\n\r\n<div class=\"wp-block-spacer\" style=\"height: 30px;\" aria-hidden=\"true\">\u00a0<\/div>\r\n\r\n\r\n\r\n<p>It can be observed from Figure 4 that the forming load curves also do not have much of a difference.<\/p>\r\n\r\n\r\n\r\n<div class=\"wp-block-spacer\" style=\"height: 30px;\" aria-hidden=\"true\">\u00a0<\/div>\r\n\r\n\r\n<div class=\"wp-block-image\">\r\n<figure class=\"aligncenter size-full\"><img loading=\"lazy\" decoding=\"async\" width=\"505\" height=\"737\" class=\"wp-image-1154\" src=\"https:\/\/afdex.com\/wp-content\/uploads\/2025\/06\/18c967a0eaa98.png\" alt=\"\" srcset=\"https:\/\/afdex.com\/wp-content\/uploads\/2025\/06\/18c967a0eaa98.png 505w, https:\/\/afdex.com\/wp-content\/uploads\/2025\/06\/18c967a0eaa98-206x300.png 206w\" sizes=\"auto, (max-width: 505px) 100vw, 505px\" \/><\/figure>\r\n<\/div>\r\n\r\n\r\n<p class=\"has-text-align-center\"><strong>Figure 3: Comparison of metal flow lines formed from compression of the ring with small aspect ratio and small ratio of contact region:(a)Coulomb friction law and (b) constant shear frictional law.<\/strong><\/p>\r\n\r\n\r\n\r\n<div class=\"wp-block-spacer\" style=\"height: 30px;\" aria-hidden=\"true\">\u00a0<\/div>\r\n\r\n\r\n<div class=\"wp-block-image\">\r\n<figure class=\"aligncenter size-full\"><img loading=\"lazy\" decoding=\"async\" width=\"498\" height=\"448\" class=\"wp-image-1155\" src=\"https:\/\/afdex.com\/wp-content\/uploads\/2025\/06\/fb17d9c98b276.png\" alt=\"\" srcset=\"https:\/\/afdex.com\/wp-content\/uploads\/2025\/06\/fb17d9c98b276.png 498w, https:\/\/afdex.com\/wp-content\/uploads\/2025\/06\/fb17d9c98b276-300x270.png 300w\" sizes=\"auto, (max-width: 498px) 100vw, 498px\" \/><\/figure>\r\n<\/div>\r\n\r\n\r\n<p class=\"has-text-align-center\"><strong>Figure 4: Stroke-forming load curves of the ring compression with small aspect ratio and small ratio of contact region.<\/strong><\/p>\r\n\r\n\r\n\r\n<div class=\"wp-block-spacer\" style=\"height: 30px;\" aria-hidden=\"true\">\u00a0<\/div>\r\n\r\n\r\n\r\n<p>In the case of cylinder compression with low aspect ratio and contact ratio, there seems to be not much of a big difference between Coulomb and constant shear friction law model.<\/p>\r\n\r\n\r\n\r\n<div class=\"wp-block-spacer\" style=\"height: 30px;\" aria-hidden=\"true\">\u00a0<\/div>\r\n\r\n\r\n\r\n<p><strong><u>2. High aspect ratio cylinder compression<\/u><\/strong><\/p>\r\n\r\n\r\n\r\n<div class=\"wp-block-spacer\" style=\"height: 30px;\" aria-hidden=\"true\">\u00a0<\/div>\r\n\r\n\r\n\r\n<p>Figures. 5 and 6 show the analysis results of a cylinder compression process when the aspect ratio of the cylinder is relatively large. Together, these figures indicate that the results are nearly the same in the beginning stroke but that differences in both metal flow lines and forming loads become more pronounced as the stroke proceeds. This implies that the difference between the two friction laws increases as the aspect ratio of the material and the contact ratio of the region increase.<\/p>\r\n\r\n\r\n\r\n<div class=\"wp-block-spacer\" style=\"height: 30px;\" aria-hidden=\"true\">\u00a0<\/div>\r\n\r\n\r\n<div class=\"wp-block-image\">\r\n<figure class=\"aligncenter size-full\"><img loading=\"lazy\" decoding=\"async\" width=\"326\" height=\"879\" class=\"wp-image-1153\" src=\"https:\/\/afdex.com\/wp-content\/uploads\/2025\/06\/b6594ce10926b.png\" alt=\"\" srcset=\"https:\/\/afdex.com\/wp-content\/uploads\/2025\/06\/b6594ce10926b.png 326w, https:\/\/afdex.com\/wp-content\/uploads\/2025\/06\/b6594ce10926b-111x300.png 111w\" sizes=\"auto, (max-width: 326px) 100vw, 326px\" \/><\/figure>\r\n<\/div>\r\n\r\n\r\n<p class=\"has-text-align-center\"><strong>Figure 5: Comparison of metal flow lines formed from compression of the ring with large aspect ratio and large ratio of contact region (a) Coulomb friction law (b) Constant shear friction law<\/strong><\/p>\r\n\r\n\r\n\r\n<div class=\"wp-block-spacer\" style=\"height: 30px;\" aria-hidden=\"true\">\u00a0<\/div>\r\n\r\n\r\n<div class=\"wp-block-image\">\r\n<figure class=\"aligncenter size-full\"><img loading=\"lazy\" decoding=\"async\" width=\"784\" height=\"703\" class=\"wp-image-1156\" src=\"https:\/\/afdex.com\/wp-content\/uploads\/2025\/06\/1c8806862ffc3.png\" alt=\"\" srcset=\"https:\/\/afdex.com\/wp-content\/uploads\/2025\/06\/1c8806862ffc3.png 784w, https:\/\/afdex.com\/wp-content\/uploads\/2025\/06\/1c8806862ffc3-300x269.png 300w, https:\/\/afdex.com\/wp-content\/uploads\/2025\/06\/1c8806862ffc3-768x689.png 768w\" sizes=\"auto, (max-width: 784px) 100vw, 784px\" \/><\/figure>\r\n<\/div>\r\n\r\n\r\n<p class=\"has-text-align-center\"><strong>Figure 6: Stroke \u2013 forming load curves of the ring compression with large aspect ratio and large ratio of the contact region<\/strong><\/p>\r\n\r\n\r\n\r\n<div class=\"wp-block-spacer\" style=\"height: 30px;\" aria-hidden=\"true\">\u00a0<\/div>\r\n\r\n\r\n\r\n<p><strong><u>3. Hot strip rolling<\/u><\/strong><\/p>\r\n\r\n\r\n\r\n<div class=\"wp-block-spacer\" style=\"height: 30px;\" aria-hidden=\"true\">\u00a0<\/div>\r\n\r\n\r\n\r\n<p>Hot strip rolling is a representative example of a process with a large aspect ratio and a large contact ratio. Thus, it is the extreme case in studying the two friction laws. The parameters used for the hot strip rolling process were as follows:<\/p>\r\n\r\n\r\n\r\n<div class=\"wp-block-spacer\" style=\"height: 30px;\" aria-hidden=\"true\">\u00a0<\/div>\r\n\r\n\r\n\r\n<ul class=\"wp-block-list\">\r\n<li>Roll diameter: 400 mm<\/li>\r\n\r\n\r\n\r\n<li>Initial strip thickness: 2 mm<\/li>\r\n\r\n\r\n\r\n<li>Reduction ratio: 40%<\/li>\r\n\r\n\r\n\r\n<li>Strain rate hardening exponent: 0.195<\/li>\r\n\r\n\r\n\r\n<li>Roll speed: 1256.64 mm\/s<\/li>\r\n<\/ul>\r\n\r\n\r\n\r\n<div class=\"wp-block-spacer\" style=\"height: 30px;\" aria-hidden=\"true\">\u00a0<\/div>\r\n\r\n\r\n\r\n<p>Figure 7 shows the relative velocity of the material with respect to the roll along the roll-material interface. It can be seen that results obtained for m=1.0 are nearly the same as for \u00b5 = 0.2. This can also be observed in Figure 8, which shows the roll pressure distribution or the friction hill.<\/p>\r\n\r\n\r\n\r\n<div class=\"wp-block-spacer\" style=\"height: 30px;\" aria-hidden=\"true\">\u00a0<\/div>\r\n\r\n\r\n<div class=\"wp-block-image\">\r\n<figure class=\"aligncenter size-full\"><img loading=\"lazy\" decoding=\"async\" width=\"800\" height=\"688\" class=\"wp-image-1157\" src=\"https:\/\/afdex.com\/wp-content\/uploads\/2025\/06\/88f081419f591.png\" alt=\"\" srcset=\"https:\/\/afdex.com\/wp-content\/uploads\/2025\/06\/88f081419f591.png 800w, https:\/\/afdex.com\/wp-content\/uploads\/2025\/06\/88f081419f591-300x258.png 300w, https:\/\/afdex.com\/wp-content\/uploads\/2025\/06\/88f081419f591-768x660.png 768w\" sizes=\"auto, (max-width: 800px) 100vw, 800px\" \/><\/figure>\r\n<\/div>\r\n\r\n\r\n<p class=\"has-text-align-center\"><strong>Figure 7: Variation of sticking region with frictional conditions<\/strong><\/p>\r\n\r\n\r\n\r\n<div class=\"wp-block-spacer\" style=\"height: 30px;\" aria-hidden=\"true\">\u00a0<\/div>\r\n\r\n\r\n<div class=\"wp-block-image\">\r\n<figure class=\"aligncenter size-full\"><img loading=\"lazy\" decoding=\"async\" width=\"789\" height=\"703\" class=\"wp-image-1158\" src=\"https:\/\/afdex.com\/wp-content\/uploads\/2025\/06\/41056769e3cf8.png\" alt=\"\" srcset=\"https:\/\/afdex.com\/wp-content\/uploads\/2025\/06\/41056769e3cf8.png 789w, https:\/\/afdex.com\/wp-content\/uploads\/2025\/06\/41056769e3cf8-300x267.png 300w, https:\/\/afdex.com\/wp-content\/uploads\/2025\/06\/41056769e3cf8-768x684.png 768w\" sizes=\"auto, (max-width: 789px) 100vw, 789px\" \/><\/figure>\r\n<\/div>\r\n\r\n\r\n<p class=\"has-text-align-center\"><strong>Figure 8: Variation of roll pressure with frictional conditions<\/strong><\/p>\r\n\r\n\r\n\r\n<div class=\"wp-block-spacer\" style=\"height: 30px;\" aria-hidden=\"true\">\u00a0<\/div>\r\n\r\n\r\n\r\n<p>The predicted results demonstrate that the sticking region increases as the Coulomb friction coefficient increases but that the constant shear friction law cannot predict the distinct sticking phenomena even with the maximum value of m = 1.0. Figure 8 shows that the constant shear friction law imposes excessive friction around the exit and entry but that it reduces the friction in the middle region near the neutral point. Therefore, it was concluded that the friction evaluation curves are irrelevant to hot strip rolling.<\/p>\r\n\r\n\r\n\r\n<div class=\"wp-block-spacer\" style=\"height: 30px;\" aria-hidden=\"true\">\u00a0<\/div>\r\n\r\n\r\n\r\n<p>This brings us to the end of the first article of the friction series. In the next article, the following three processes will be discussed.<\/p>\r\n\r\n\r\n\r\n<div class=\"wp-block-spacer\" style=\"height: 30px;\" aria-hidden=\"true\">\u00a0<\/div>\r\n\r\n\r\n\r\n<ul class=\"wp-block-list\">\r\n<li>Ring gear forging<\/li>\r\n\r\n\r\n\r\n<li>Cold extrusion of long billet<\/li>\r\n\r\n\r\n\r\n<li>Simultaneous expansion and shrinkage of a long pipe<\/li>\r\n<\/ul>\r\n\r\n\r\n\r\n<div class=\"wp-block-spacer\" style=\"height: 30px;\" aria-hidden=\"true\">\u00a0<\/div>\r\n\r\n\r\n\r\n<p>Hope you like reading this article. If you find this useful, please do share it and spread the word.<\/p>\r\n\r\n\r\n\r\n<div class=\"wp-block-spacer\" style=\"height: 30px;\" aria-hidden=\"true\">\u00a0<\/div>\r\n\r\n\r\n\r\n<p>See you soon in the next article.<\/p>\r\n\r\n\r\n\r\n<div class=\"wp-block-spacer\" style=\"height: 30px;\" aria-hidden=\"true\">\u00a0<\/div>\r\n\r\n\r\n\r\n<p><strong><u>Note:<\/u><\/strong>\u00a0The series of two articles are a summary of the paper titled \u201cEffect of friction laws on metal forming simulations\u201d published on Tribology International 42 (2009) 311-319.<\/p>\r\n\r\n\r\n\r\n<p>&nbsp;<\/p>\r\n","protected":false},"excerpt":{"rendered":"<p>Effect of friction laws on metal forming simulations \u2013 A summary \u2013 [1\/2] The series of two articles, to be published in the coming weeks will be based on the effect offrictionformulation on the prediction of metal forming processes. In this article, effect of two friction formulations on three processes namely cylinder compression process with&hellip;<\/p>\n","protected":false},"author":1,"featured_media":2811,"comment_status":"open","ping_status":"open","sticky":false,"template":"","format":"standard","meta":{"_acf_changed":false,"footnotes":""},"categories":[124,134],"tags":[],"class_list":["post-3897","post","type-post","status-publish","format-standard","has-post-thumbnail","hentry","category-article-ko","category-blog-ko"],"acf":[],"featured_image_src":"https:\/\/afdex.com\/wp-content\/uploads\/2025\/06\/7eb6eebad25c9.png","author_info":{"display_name":"afdex_usr","author_link":"https:\/\/afdex.com\/ko\/author\/afdex_usr\/"},"_links":{"self":[{"href":"https:\/\/afdex.com\/ko\/wp-json\/wp\/v2\/posts\/3897","targetHints":{"allow":["GET"]}}],"collection":[{"href":"https:\/\/afdex.com\/ko\/wp-json\/wp\/v2\/posts"}],"about":[{"href":"https:\/\/afdex.com\/ko\/wp-json\/wp\/v2\/types\/post"}],"author":[{"embeddable":true,"href":"https:\/\/afdex.com\/ko\/wp-json\/wp\/v2\/users\/1"}],"replies":[{"embeddable":true,"href":"https:\/\/afdex.com\/ko\/wp-json\/wp\/v2\/comments?post=3897"}],"version-history":[{"count":1,"href":"https:\/\/afdex.com\/ko\/wp-json\/wp\/v2\/posts\/3897\/revisions"}],"predecessor-version":[{"id":4806,"href":"https:\/\/afdex.com\/ko\/wp-json\/wp\/v2\/posts\/3897\/revisions\/4806"}],"wp:featuredmedia":[{"embeddable":true,"href":"https:\/\/afdex.com\/ko\/wp-json\/wp\/v2\/media\/2811"}],"wp:attachment":[{"href":"https:\/\/afdex.com\/ko\/wp-json\/wp\/v2\/media?parent=3897"}],"wp:term":[{"taxonomy":"category","embeddable":true,"href":"https:\/\/afdex.com\/ko\/wp-json\/wp\/v2\/categories?post=3897"},{"taxonomy":"post_tag","embeddable":true,"href":"https:\/\/afdex.com\/ko\/wp-json\/wp\/v2\/tags?post=3897"}],"curies":[{"name":"wp","href":"https:\/\/api.w.org\/{rel}","templated":true}]}}