Optimization and evaluation of simulation model for diesel generator set with pulse load

Shi Meng; Yang Yibin; Yang Dingfu; Huang Kefeng; He Kai; Wu Zhen

doi:10.11884/HPLPB202436.230342

Volume 36 Issue 5

Apr. 2024

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Shi Meng, Yang Yibin, Yang Dingfu, et al. Optimization and evaluation of simulation model for diesel generator set with pulse load[J]. High Power Laser and Particle Beams, 2024, 36: 055022. doi: 10.11884/HPLPB202436.230342

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Shi Meng, Yang Yibin, Yang Dingfu, et al. Optimization and evaluation of simulation model for diesel generator set with pulse load[J]. High Power Laser and Particle Beams, 2024, 36: 055022. doi: 10.11884/HPLPB202436.230342

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Optimization and evaluation of simulation model for diesel generator set with pulse load

doi: 10.11884/HPLPB202436.230342

1.
Unit 32214 of PLA, Nanjing 211113, China
2.
Unit 96784 of PLA, Luoyang 471300, China
3.
College of Defense Engineering, Army Engineering University, Nanjing 210007, China

Received Date: 2023-10-07
Accepted Date: 2024-03-15
Rev Recd Date: 2024-02-08

Available Online: 2024-04-22

Publish Date: 2024-05-15

Abstract

Abstract

Aiming at the output characteristics of diesel generator set with pulse load, an index is proposed to evaluate the consistency of output voltage (current) waveform to judge the simulation degree of the model. Also, a dynamic limiting method for synchronous generator excitation voltage output based on BP neural network algorithm is proposed, and it is applied to the model optimization of diesel generator set. Experimental results show that among the 27 sets of examples, 18 groups’ real-time waveform proximity (RWP) values are less than 90% in the original simulation but in the optimized simulation, the RWP values of all the test groups are higher than 90%, indicating that the optimized simulation model is more effective, and can be applied to further research on diesel generator set with pulse load.
- model optimization,
- pulse load,
- back propagation neural network algorithm,
- real-time waveform proximity,
- dynamic limiting method

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References(14)

References

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