Optimization of manufacturing process effects on brake friction material wear
Abstract
Manufacturing parameters of brake friction materials have a crucial impact on its friction and wear behavior. The effects of manufacturing parameters on wear have been modeled aiming at the optimization of facing behaviors. The influences of the five most important manufacturing parameters, such as molding pressure, molding time, molding temperature, heat-treatment temperature, and heat-treatment time, have been investigated. Their effects have been investigated on different formulations of the friction material and under different brake interface temperatures. The neuro-genetic optimization model was developed to be able to predict and optimize the effects of manufacturing parameters on the brake friction material wear.
Keywords:
wear / Optimization / manufacturing process / friction materialSource:
Journal of Composite Materials, 2012, 46, 22, 2777-2791Publisher:
- Sage Publications Ltd, London
Funding / projects:
- Cultural and Scientific Agreement between University of Salerno and University of Belgrade
- Scientific-technological support to enhancing the safety of special road and rail vehicles (RS-MESTD-Technological Development (TD or TR)-35045)
- Development, design and implementation of modern strategies of integrated management of operations and vehicle and mechanization maintenance in auto transport, mining and energy (RS-MESTD-Technological Development (TD or TR)-35030)
DOI: 10.1177/0021998311432489
ISSN: 0021-9983
WoS: 000311318000002
Scopus: 2-s2.0-84868330109
Collections
Institution/Community
Mašinski fakultetTY - JOUR AU - Aleksendrić, Dragan AU - Senatore, Adolfo PY - 2012 UR - https://machinery.mas.bg.ac.rs/handle/123456789/1514 AB - Manufacturing parameters of brake friction materials have a crucial impact on its friction and wear behavior. The effects of manufacturing parameters on wear have been modeled aiming at the optimization of facing behaviors. The influences of the five most important manufacturing parameters, such as molding pressure, molding time, molding temperature, heat-treatment temperature, and heat-treatment time, have been investigated. Their effects have been investigated on different formulations of the friction material and under different brake interface temperatures. The neuro-genetic optimization model was developed to be able to predict and optimize the effects of manufacturing parameters on the brake friction material wear. PB - Sage Publications Ltd, London T2 - Journal of Composite Materials T1 - Optimization of manufacturing process effects on brake friction material wear EP - 2791 IS - 22 SP - 2777 VL - 46 DO - 10.1177/0021998311432489 ER -
@article{ author = "Aleksendrić, Dragan and Senatore, Adolfo", year = "2012", abstract = "Manufacturing parameters of brake friction materials have a crucial impact on its friction and wear behavior. The effects of manufacturing parameters on wear have been modeled aiming at the optimization of facing behaviors. The influences of the five most important manufacturing parameters, such as molding pressure, molding time, molding temperature, heat-treatment temperature, and heat-treatment time, have been investigated. Their effects have been investigated on different formulations of the friction material and under different brake interface temperatures. The neuro-genetic optimization model was developed to be able to predict and optimize the effects of manufacturing parameters on the brake friction material wear.", publisher = "Sage Publications Ltd, London", journal = "Journal of Composite Materials", title = "Optimization of manufacturing process effects on brake friction material wear", pages = "2791-2777", number = "22", volume = "46", doi = "10.1177/0021998311432489" }
Aleksendrić, D.,& Senatore, A.. (2012). Optimization of manufacturing process effects on brake friction material wear. in Journal of Composite Materials Sage Publications Ltd, London., 46(22), 2777-2791. https://doi.org/10.1177/0021998311432489
Aleksendrić D, Senatore A. Optimization of manufacturing process effects on brake friction material wear. in Journal of Composite Materials. 2012;46(22):2777-2791. doi:10.1177/0021998311432489 .
Aleksendrić, Dragan, Senatore, Adolfo, "Optimization of manufacturing process effects on brake friction material wear" in Journal of Composite Materials, 46, no. 22 (2012):2777-2791, https://doi.org/10.1177/0021998311432489 . .