Prediction and sensitivity analysis of pressure pulsation in a LDI combustor based on a fully connected neural network
This paper presents a pressure pulsation prediction model and conducts sensitivity analysis on pressure pulsation. Experiments are performed on a multi-swirl lean direct injection (LDI) combustor under varied operating conditions to establish a comprehensive dataset. The raw data undergo fast Fourie...
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| Main Authors: | Qian Yao, Shize Tian, Wei Pan, Wu Jin, Jianzhong Li, Li Yuan |
|---|---|
| Format: | Article |
| Language: | English |
| Published: |
Elsevier
2025-07-01
|
| Series: | Case Studies in Thermal Engineering |
| Subjects: | |
| Online Access: | http://www.sciencedirect.com/science/article/pii/S2214157X25004113 |
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