基于重法和响应表面法优化高压滚筒机的工作参数
Fang Yang1,2, Runze Li3, Xiao Wang3,4
1School of Mechatronics Engineering, Henan University of Science and Technology, Luoyang, 471003, China. yangfanghkd@163.com.
优化高压滚筒机参数可以提高压缩效率并降低能源消耗. 该研究确定了滚筒速度,间隙和料大小的最佳设置,从而显著提高了性能.
科学领域:
- 机械工程 机械工程
- 材料科学 材料科学 材料科学
- 过程优化 过程优化
背景情况:
- 高压滚筒机对于各种行业的缩小尺寸至关重要.
- 提高粉碎效率和降低能源消耗是关键的挑战.
- 现有的优化方法可能无法保证全局最佳性.
研究的目的:
- 为了确定GM160-140高压滚筒机的最佳参数组合.
- 为了提高压碎效率并最大限度地降低能源消耗.
- 为了验证工业机械的优化方法.
主要方法:
- 为粉碎过程模拟而建立的离散元件模拟模型.
- 基于滚面压力,生产率和排放颗粒大小的性能评估.
- 权衡和极端差异分析用于初始优化.
- 响应表面方法 (RSM) 使用 Minitab 软件进行实验设计和优化.
主要成果:
- 模拟数据分析以了解参数对性能的影响.
- 值加权和极端差异分析确定了一个参数组合.
- RSM产生了一个全球最佳参数组合:滚筒速度2.50rad/s,滚筒间隙28.87mm,料尺寸31.97mm.
- 最佳参数导致滚面压力为150450.00N,生产率为1268.00t/h,58.14%的材料<6mm.
结论:
- 响应表面方法优化为高压滚筒机参数提供了全球最佳值.
- 鉴定到的最佳参数显著提高了生产率和粉碎效率.
- 这种优化有助于资源保护,并与绿色和智能发展倡议保持一致.
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