全文总字数：2065字
1. 毕业设计（论文）主要内容：
应用合适的机器学习算法预测渐进成形零件的表面粗糙度，通过查阅相关资料调研及总结当前存在的问题；多方面论证确定机器学习算法设计方案；合理设计实验来验证算法的准确性。
2. 毕业设计（论文）主要任务及要求
1.完成上述设计主要内容并撰写12，000字以上的毕业论文；
2.完成相关系统设计并调试；
3.参考文献不低于15篇，包括3篇以上的外文文献；
3. 毕业设计（论文）完成任务的计划与安排
第1-4周：查阅相关文献资料，明确研究内容，初步确定技术方案，并完成外文翻译和开题报告。
第5-8周：完善技术方案，确定智能控制算法及硬件选型，设计系统各模块的硬件电路。
第9-13周：完成硬件模块的组建，调试，分模块实现控制算法的功能。
4. 主要参考文献
1.Liu ZB, Li YL, Meehan PA. Vertical Wall Formation and Material Flow Control for Incremental Sheet Forming by Revisiting Multistage Deformation Path Strategies [J]. Materials and Manufacturing Processes, 2013, 28(5):562-571.2.Liu ZB, Li YL, Meehan PA. Experimental investigation of mechanical properties, formability and force measurement for AA7075-O aluminum alloy sheets formed by incremental forming [J]. International Journal of Precision Engineering and Manufacturing, 2013, 14(11):1891-1899. 3.Liu, Z.B., Daniel, W.J.T., Li, Y.L., Liu, S., Meehan, P.A., 2014. Multi-pass deformation design for incremental sheet forming: Analytical modeling, finite element analysis and experimental validation. Journal of Materials Processing Technology 214(3), 620-634.4.Liu ZB, Liu S, Li YL, Meehan PA. Modeling and Optimization of Surface Roughness in Incremental Sheet Forming using a Multi-objective Function [J]. Materials and Manufacturing Processes, 2014, 29(7):808-818. 5.Liu ZB. Heat-assisted incremental sheet forming: a state-of-the-art review [J]. The International Journal of Advanced Manufacturing Technology, 2018. 98(9-12), 2987–3003.6.Liu ZB, Li GH. Single point incremental forming of Cu-Al composite sheets: A comprehensive study on deformation behaviors. Archives of Civil and Mechanical Engineering, 2019, 19(2):484-502.
7. arko ojbai, Dalibor Petkovi, Shahaboddin Shamshirband. Surface roughness prediction by extreme learning machine constructed with abrasive water jet. Precision Engineering, Volume 43, January 2016, Pages 86-92.
以上是毕业论文任务书，课题毕业论文、开题报告、外文翻译、程序设计、图纸设计等资料可联系客服协助查找。
