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使用参数估计方法解决重型燃气轮机的特征参数
Jinling Chi1,2, Chang Wang1, Yangxue He1
1School of Mechanical and Electrical Engineering, China University of Mining and Technology (Beijing), Beijing , China.
本研究提出了使用有限数据进行精确性能预测的燃气轮机建模方法. 该方法有效地重建组件特性,使可靠的全条件模拟和分析成为可能.
科学领域:
- 热力学是一种热力学.
- 机械工程 机械工程
- 计算流体动力学的流体动力学.
背景情况:
- 精确的燃气轮机模拟需要精确的组件参数化.
- 制造商通常提供有限的操作数据,阻碍可靠的性能预测.
研究的目的:
- 用有限的操作参数开发一种用于模拟燃气轮机的建模方法.
- 为性能分析,将该框架应用于9FA重型燃气轮机.
主要方法:
- 在反向问题表述中使用了最大概率参数估计.
- 使用模块化方法重建压缩机特征曲线.
- 为燃气轮机建立了一个完整的数学模型.
主要成果:
- 压缩机排放流量和温度的最大相对误差为0.2%.
- 对于压缩机的异热效率 (0.34%) 和燃烧效率 (0.1%) 的相对误差很低.
- 参数预测误差低于0.5%,燃烧压力损失系数误差为2.86%.
结论:
- 拟议的方法可以在有限的数据基础上准确地模拟完全状态的燃气轮机.
- 交叉验证证实了在数据稀缺条件下方法的准确性.
- 这为燃气轮机性能分析和模拟提供了有价值的工具.
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