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The goal of this work is the study of mechanical behavior and ferrule deformability under the heat effect, for a cement plant's rotary kiln. This study is within the scope of preventive maintenance for these kilns more specification precisely. It's about the finite element model validation, which simulates the kiln's elastoplastic behavior. This work is based on the case study of a cement plant's rotary kiln of a Moroccan industrial group. First, we take experimental measurements for the kilndoi:10.9790/1684-1401071422 fatcat:5f7d5qa73vb7tjppvsmzd3iho4