鄭善仁

	最高學歷	國防大學理工學院國防科學所博士
	職稱	副教授
	研究室	教研室-實習大樓60112A 電話：(02)7738-8000 分機3118
	實驗室
	Email	cheng5721@gmail.com sjcheng@mail.aeust.edu.tw
鄭善仁	專長	燃料電池、人工智慧、最佳化設計、數值計算

經歷

1.亞東科技大學，機械工程系，副教授 (2022/02~)。

2.龍華科技大學，機械工程系，副教授 (2021/08~2022/01)。

4.陸軍專科學校，飛機工程科，副教授 (2015/11～2021/07)。

5.陸軍專科學校，動力機械工程科，助理教授 (2010/08~2015/10)。

證照

1.「遙控無人機操作證」證照，交通部民航局，2021年。

2.「電動車機電整合工程師」證照，經濟部工業局，2021年。

3.「丙種職業安全衛生業務主管」，中國勞工安全衛生管理學會，勞安管丙業字第 80933號，2017年。

4.「堆高機操作人員」合格證照，勞動部勞動力發展署，證號151-037036，2012年。

學術著作

期刊論文

1.T-J Chang, Shan-Jen Cheng, C-H Hsu, J-M Miao, S-F Chen .Prognostics for remaining useful life estimation in proton exchange membrane fuel cell by dynamic recurrent neural networks. Energy Reports, (8) 9441–9452,2022. (SCI)

2.Shan-Jen Cheng, W-K Li, T-J Chang, C-H Hsu. Data-Driven Prognostics of the SOFC System Based on Dynamic Neural Network Models. Energies, 14(18):5841, 2021. (SCI)

3.Shan-Jen Cheng and J-K Lin. Performance Prediction Model of Solid Oxide Fuel Cell System Based on Neural Network Autoregressive with External Input Method. Processes, 8(7), 828, 2020. (SCI).

4.Shan-Jen Cheng, T-J Chang, K-H Tan, S-L Kuo. NNARX Model of the PEMFC Used Neural Network Pruning Model Structure. International Journal of Electrical Energy, Vol. 4, No. 1. (2016, Mar). (EI)

5.Shan-Jen Cheng, J-J Liu. Nonlinear modeling and identification of proton exchange membrane fuel cell (PEMFC). International Journal of Hydrogen Energy, Vol. 40 Issue 30, 9452-9461, 2015. (SCI)

6.Shan-Jen Cheng, J-J Liu, Y-H Chang, C-M Fu, C-H Hsu, C-Y Lee, and C-W Chang. Correlation of magnetostriction variation on magnetic loss and noise for power transformer. Journal of Applied Physics, Vol. 117, 17E716, 2015. (SCI)

7.Shan-Jen Cheng, T-J Chang, K-H Tan, S-L Kuo. Nonlinear Modeling of the PEMFC Based On NNARX Approach. World Academy of Science, Engineering and Technology International Journal of Computer, Control, Quantum and Information Engineering, Vol. 9, No.5, 2015. (EI)

8.C-H Hsu, J-J Liu, Shan-Jen Cheng, C-Y Lee, C-M Fu, C-W Chang. Fe-based Composited Cores for Single-Phase Transformers Fabricated with High Induction Amorphous Material. Journal of Applied Physics, Vol. 117, 049904, 2015. (SCI)

9.C-H Hsu, J-J Liu, Shan-Jen Cheng, C-Y Lee, C-M Fu, and C-W Chang. Effects of Magnetostriction and Magnetic Reluctances on Magnetic Properties of Distribution Transformers. Journal of Applied Physics, Vol. 117, 049904, 2015. (SCI)

10. Shan-Jen Cheng, J-M Miao, S-J Wu. Use of metamodeling optimal approach promotes the performance of proton exchange membrane fuel cell (PEMFC). Applied Energy, Vol. 105, 161-169, 2013. (SCI)

11. Shan-Jen Cheng, J-M Miao, S-J Wu. Investigating the Effects of Operational Factors on Proton Exchange Membrane Fuel Cell Performance based on Computational Fluid Dynamic Simulations using a Three-Level Full-Factorial Design. Renewable Energy, Vol. 39, Issue 1, 250-260, 2012. (SCI)

12.Shan-Jen Cheng, J-M Miao, C-H Tai. Numerical simulation applied to study the effects of fractal tree-liked network channel designs on PEMFC performance. Advanced Materials Research, Vol. 488-489, 1219-1223. 2012. (EI)

13.Y. C. Liou, J. M. Miao, T. L. Liu, Shan-Jen Cheng. Flow Mechanism of a Novel Active Micro-Rotor Mixer. Advanced Materials Research, Vols. 488-489, 1177-1183, 2012. (EI)

14.J-M Miao, Shan-Jen Cheng, S-J Wu. Metamodel Based Design Optimization approach in promoting the performance of Proton Exchange Membrane Fuel Cells. International Journal of Hydrogen Energy, Vol. 36, Issue 23, pp. 15283-15294, 2011. (SCI)

15.Y-C Hsiao, Shan-Jen Cheng, K-Y Chang, C-H Hsu, C-Y Lu and C-H Liu. Control of a small windmill coupled a generator having two windings. International Symposium on Computer, Consumer and Control (IS3C) 2014, 1133-1136.

16C-H Liu, C-Y Lu, Shan-Jen Cheng, K-Y Chang, Y-C Hsiao and Ｗ-M Chu. Capture-Replay Testing for Android Applications. International Symposium on Computer, Consumer and Control (IS3C) 2014, 1129-1132.

17. C-Y Lu, Y-C Hsiao, C-H Liu, C-H Hsu, K-Y Chang , Shan-Jen Cheng. Robust stability for discrete-time uncertain genetic regulatory networks with infinite-distributed delays. International Symposium on Computer, Consumer and Control (IS3C) 2014, 395-398.

18.C-H Hsu, C-H Liu, Y-C Hsiao, W-M Chu, C-Y Lu, Shan-Jen Cheng.High Frequency Characteristics of Magnetostriction on Vibration and Noise for Single-Phase Transformer dependence of Magnetic Circuit Method. International Symposium on Computer, Consumer and Control (IS3C) 2014, 399-402.

19.T-J Chang, P-S Huang, Shan-Ten Cheng, C-L Lin, I-H Pan, T- H Lin. Using the Cluster Computing to Improve the Computational Speed of the Modular Exponentiation in RSA Cryptography System. ICISET 2014: International Conference on Information Science, Engineering and Technology, Singapore.

研究計畫

1.「提升仿生型流道質子交換燃料電池輸出效率之優化設計」，科技部/計畫主持人(20110801~20120731)。

2.「質子交換膜燃料電池多目標最佳化設計與非線性動態行為監控診斷之研究」，科技部/計畫主持人(20140801~20151031)。

3.「戰車火砲穩定設計與性能提升研究」，科技部/計畫主持人 (20160101~20170331)。

4.「植基混合模式與數據驅動融合法於故障預測與健康管理之研究：以質子交換膜燃料電池例」，科技部/計畫主持人 (20190801~20201031)。

5. 「人工智慧物聯網技術於數據中心故障診斷與能源管理之運用」，科技部/計畫主持人 (2022/08/01~2023/10/31) 。

6. 「基於成果導向模式運用於機械自動化課程之教學實踐 (智慧機械)」，112年教育部教學實踐研究計畫 (2023/08/01~2024/07/31) 。

7. 「基於成果導向模式運用於機械自動化課程之教學實踐 (II)」，113年教育部教學實踐研究計畫 (2024/08/01~2025/07/31) 。

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