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For the Inventor, By the Inventor

Liaoning, China

Yanhua Ma

USPTO Granted Patents = 12 

Average Co-Inventor Count = 4.3

ph-index = 1

Forward Citations = 2(Granted Patents)


Location History:

  • Dalian, CN (2020 - 2022)
  • Liaoning, CN (2021 - 2023)

Company Filing History:

goldMedal12 out of 522 
 
Dalian University of Technology
 patents

Years Active: 2020-2025

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12 patents (USPTO):Explore Patents
1. 12288164 - Prediction method for stall and surge of axial compressor based on deep learning (2025-04-29),
2. 11823057 - Intelligent control method for dynamic neural network-based variable cycle engine (2023-11-21),
3. 11788473 - Adaptive boosting algorithm-based turbofan engine direct data-driven control method (2023-10-17),
4. 11635734 - Interval error observer-based aircraft engine active fault tolerant control method (2023-04-25),
5. 11492980 - Bumpless transfer fault tolerant control method for aero-engine under actuator fault (2022-11-08),
6. 11454177 - Method of aero-engine on-line optimization and multivariable control based on model prediction (2022-09-27),
7. 11392094 - Steady state and transition state multi-variable control method of a turbofan engine based on an active disturbance rejection control theory (ADRC) (2022-07-19),
8. 11203446 - Method for fault diagnosis of aero-engine sensor and actuator based on LFT (2021-12-21),
9. 11022524 - Stochastic configuration network based turbofan engine health parameter estimation method (2021-06-01),
10. 11002212 - Simulink modeling method for mechanical hydraulic device of aeroengine fuel regulator (2021-05-11),
11. 10934944 - Method for optimization of transient control law of aero-engine (2021-03-02),
12. 10870471 - Submarine optical positioning beacon system with self-generating capability (2020-12-22),

Title: Yanhua Ma: Innovator in Deep Learning and Intelligent Control

Introduction

Yanhua Ma is a prominent inventor based in Liaoning, China. He has made significant contributions to the fields of deep learning and intelligent control systems. With a total of 12 patents, his work focuses on enhancing the performance and reliability of various engineering applications.

Latest Patents

One of Yanhua Ma's latest patents is a "Prediction method for stall and surge of axial compressor based on deep learning." This invention involves a systematic approach to preprocess data related to stall and surge in aeroengines. It includes constructing a prediction model that utilizes both LR and WaveNet branch network modules to provide real-time predictions. The model is designed to test its anti-interference performance, ensuring reliability in dynamic conditions.

Another notable patent is the "Intelligent control method for dynamic neural network-based variable cycle engine." This invention introduces a grey relation analysis method to adjust the structure of a dynamic neural network. By doing so, it effectively addresses the challenges posed by nonlinear variables in variable cycle engines, enhancing their control and performance.

Career Highlights

Yanhua Ma is affiliated with Dalian University of Technology, where he continues to advance research in his field. His innovative approaches have garnered attention and recognition within the academic and engineering communities.

Collaborations

Yanhua Ma has collaborated with notable colleagues, including Ximing Sun and Xian Du. These partnerships have contributed to the development of cutting-edge technologies and methodologies in their respective areas of expertise.

Conclusion

Yanhua Ma's contributions to deep learning and intelligent control systems exemplify the impact of innovation in engineering. His patents reflect a commitment to advancing technology and improving system performance.

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