Miao Rui, PH.D., Professor, Doctoral supervisor; Native place: Hohhot City, Inner Mongolia.

Brief Introduction: Has presided over 4 projects funded by the National Natural Science Foundation of China, including 1 general project and 3 sub-projects of key projects of the National Natural Science Foundation of China. I have presided over and completed 8 government decision-making consultation projects, 2 transportation planning projects, and 2 government service projects for the Belt and Road Initiative. I have presided over and completed more than 20 projects entrusted by enterprises such as Baowu Group, Huawei Company, and SAIC Motor. I have published over 120 journal papers, among which 23 high-level journal papers (SCI) were published in the past five years. Seven computer software Copyrights have been registered. Nine scientific and technological books have been published; Served as a communication review expert for the Degree and Graduate Education Development Center of the Ministry of Education, a member of the Industrial Big Data and Intelligent System Branch of the Chinese Mechanical Engineering Society, a senior member of the Chinese Mechanical Engineering Society, and a member of the Digital and Intelligent Transformation Engineering Management Specialized Committee of the Shanghai Engineering Management Society. In 2020, won the second prize of the Eighth Outstanding Scientific Research Achievement Award of the Ministry of Education. As a mentor, I have guided students to participate in national competitions and won over 20 awards. He/She serves as a special member of the Expert Decision-making Consultative Committee of the People's Government of Jiayuguan City, Gansu Province, a member of the Expert Committee of the GJSS Technology Center, and a member of the Expert Committee of the China Metallurgical Group Baosteel Equipment Intelligent Maintenance Technology Research Institute. He/She is also a dual-appointed researcher at the China Urban Governance Research Institute of Shanghai Jiao Tong University.

Intelligent transportation management, management science and engineering, industrial engineering, theories and methods of production system planning and design, quality and reliability management, intelligent manufacturing systems, industrial big data analysis, urban governance and development research, etc.

Served in "Journal of Mechanical Engineering", "China Mechanical Engineering", "Journal of Shanghai Jiao Tong University", "Journal of Tsinghua University", "Journal of Harbin Institute of Technology", "Journal of Dalian University of Technology", "Journal of Chongqing University", "Journal of Donghua University", "Journal of Shanghai Maritime University", "Industrial Engineering", "World Science and Technology Research and Development" "Journal of Engineering Design", "International Journal of Production Research", "International Journal of Production Economics" "Mechanism and Machine Theory", "Journal: "Industrial & Engineering Chemistry Research", "Computers & Industrial Engineering" "International Journal of Computer Integrated Manufacturing", "decision support systems" "Communications in Statistics - Simulation and Computation", "Quality and Reliability Engineering International" Reviewer for the journals "Mechanism and Machine Theory" and "International Journal of Quality and Reliability Management".

(1) From January 2020 to December 2023, I presided over the National Natural Science Foundation of China General Project "Research on the Value-added Mechanism of Big Data-driven Car Time-sharing Rental Services" (Project No. : 71971139), with a project budget of 480,000 yuan. I was the project leader.

(2) From January 2015 to December 2019, participated in the key project of the National Natural Science Foundation of China, "Research on Operation Analysis and Decision-making Methods of Intelligent Workshops Driven by Big Data" (Project No. : 51435009), with a total project budget of 3.2 million yuan. As the sub-project leader, I received 400,000 yuan.

(3) From January 2015 to December 2019, participated in the key project of the National Natural Science Foundation of China, "Integration and Management of the Value Chain in Healthcare and Health" (Project No. : 71432006), with a total project budget of 2.59 million yuan. As the sub-project leader, I received 350,000 yuan.

[1]    Bo Zhang, Zhihua Chen, Linlin Zang, Peng Guo , and Rui Miao* (苗瑞)，Coordinated Battery Charging and Swapping Scheduling of EVs Based on Multilevel Deep Reinforcement Learning for Urban Governance，IEEE Transactions On Intelligent Transportation Systems，2025，Volume: 26（3），3784-3798，(SCI/ JCR Q1/ IF:7.9)，Digital Object Identifier: 10.1109/TITS.2024.3524673

[2]    Zhang, Bo; Yang, Yang; Miao, Rui* (苗瑞)，; Chen, Zhihua. Optimizing BSS Charging Management Considering Renewable Energy by Dynamic Multi-Step Deep RL Approach for Urban Governance,IEEE Transactions On Intelligent Transportation Systems，accepted for publication，(SCI/ JCR Q1/ IF:7.9)

[3]    Jianyun Zhu,Li Chen,Rui Miao* (苗瑞)，Optimization of sail-hybrid electricpower system for ships considering correlated environmental uncertainties，Applied Energy(SCI/ JCR Q1/ IF: 11.446)，391(2025)，125862，https://doi.org/10.1016/j.apenergy.2025.125862

[4]     Peng Guo, Zhihua Chen,Yang Yang, Rui Miao*(苗瑞). A multistage simulation-optimization-integrated methodology framework for user-oriented electric vehicle carsharing reallocation under dynamic price subsidy. Energy, 2024, 290: 130207. https://www.sciencedirect.com/science/article/abs/pii/S0360544223036010 ，(SCI/ JCR Q1/ IF:9)

[5]    Lewen Bao, Zonglin Liu, Rui Miao*(苗瑞), Zhihua Chen, Bo Zhang, Peng Guo, Yuze Ma. Spatiotemporal clustering analysis of shared electric vehicles based on trajectory data for sustainable urban governance，Journal of Cleaner Production，412 (2023) ，137373，https://doi.org/10.1016/j.jclepro.2023.137373， https://www.sciencedirect.com/science/article/abs/pii/S0959652623015317，(SCI/ JCR Q1/ IF:11.1)

[6]    Bo Zhang, Rui Miao*(苗瑞), Zhihua Chen，Spatial-temporal Traffic Data Imputation Based on Dynamic Multi-level Generative Adversarial Networks for Urban Governance，Applied Soft Computing，151 (2024) 111128 , https://www.sciencedirect.com/science/article/abs/pii/S1568494623011468， (SCI/ JCR Q1/ IF:8.7)

[7]    Yutong Ding, Tangbin Xia, Mengdie Huang, Yu Zheng, Rui Miao & Lifeng Xi.Predictive Maintenance and Upgrade Scheduling for Production Line under Multi-period Product service Paradigm ,Engineering Optimization,2023, VOL. 55, NO. 10,1723–1741, https://doi.org/10.1080/0305215X.2022.2122457

[8]     Yuze Ma, Rui Miao*(苗瑞), Zhihua Chen, Bo Zhang, Lewen Bao，An interpretable analytic framework of the relationship between carsharing station development patterns and built environment for sustainable urban transportation,Journal of Cleaner Production, 377 (2022) 134445，https://www.sciencedirect.com/science/article/pii/S0959652622040173，(SCI/ JCR Q1/ IF:11.1)

[9]    Rui Miao*(苗瑞), Peng Guo, Wenjie Huang, Qi Li, Bo Zhang, Profit model for electric vehicle rental service: Sensitive analysis and differential pricing strategy, Energy,249 (2022) 123736，https://doi.org/10.1016/j.energy.2022.123736，(SCI/ JCR Q1/ IF:9)

[10]  Rui Miao*(苗瑞)，Zhangtuo Shan，Qingye Zhou，Yizhou Wu，Liang Ge，Jie Zhang，Hao Hu. Real-time defect identification of narrow overlap welds and application based on convolutional neural networks. Journal of Manufacturing Systems, Volume 62, January 2022, PP.800-810，DOI: https://doi.org/10.1016/j.jmsy.2021.01.012

[11] Rui Miao*(苗瑞)，Zihang Jiang，Qinye Zhou，Yizhou Wu， Yuntian Gao， Jie Zhang， Zhibin Jiang.Online inspection of narrow overlap weld quality using two-stage convolution neural network image recognition. Machine Vision and Applications , 32, Article number: 27 (2021)，https://doi.org/10.1007/s00138-020-01158-2

[12] Rui Miao*(苗瑞), Qi Li, Wenjie Huang, Peng Guo, Leiyu Mi, Zhiqi Zhang, Jie Zhang , and Zhibin Jiang. Profit Optimization for Mileage-based Pricing of Electric Vehicle Lease[J], IEEE Transactions on Engineering Management, 2022, 69(4): 951-962., DOI：10.109/TEM.2020.2966649，SCI/JCR:Q1,IF:8.702

[13] Rui Miao*(苗瑞), Hui Zhang, Qi Wu, Jie Zhang & Zhibin Jiang，Using structural equation modeling to analyze patient value, satisfaction, and loyalty: a case study of healthcare in China, International Journal of Production Research, 2020，Vol. 58, No. 2, 577–596, https://doi.org/10.1080/00207543.2019.1598595

[14] Miao Rui*(苗瑞), Gao Yuntian, Ge Liang, Jiang Zihang, Zhang Jie, Online defect recognition of narrow overlap weld based on two-stage recognition model combining continuous wavelet transform and convolutional neural network，Computers in Industry, Volume 112, November 2019, Article 103115, DOI：10.1016/j.compind.2019.07.005

[15] Rui Miao*(苗瑞), Qi Wu , Zheng Wang, Xilin Zhang, Yuqin Song, Hui Zhang, Qingfang Sun, and Zhibin Jiang,Factors that influence users’ adoption intention of mobile health: a structural equation modeling approach,International Journal of Production Research, 2017.Vol. 55, No. 19, 5801–5815.

[16]  Miao Rui*(苗瑞);HuangWenjie;Pei Donghao; Gu Xiyao; Li Zefeng; Zhang Jie; Jiang Zhibin.Research on lease and sale of electric vehicles based on value engineering, International Journal of Production Research, 2016 Vol. 54, No. 18, 5361–5380 , http://dx.doi.org/10.1080/00207543.2015.1081709

[17] Yuze Ma, Rui Miao*(苗瑞), Zhihua Chen, Bo Zhang, Lewen Bao，An interpretable analytic framework of the relationship between carsharing station development patterns and built environment for sustainable urban transportation,Journal of Cleaner Production, 377 (2022) 134445，https://www.sciencedirect.com/science/article/pii/S0959652622040173

[18] Xianyu Zhang, Xinguo Ming, Yuguang Bao,Xiaoqiang Liao, Rui Miao(苗瑞) ，Networking-enabled product service system (N-PSS) in collaborative manufacturing platform for mass personalization model, Computers & Industrial Engineering, Volume 163, January 2022, 107805

[19] Tongtong Zhou,Zhihua Chen,Yong Cao,Rui Miao*(苗瑞),Xinguo Ming，An integrated framework of user experience-oriented smart service requirement analysis for smart product service system development, Advanced Engineering Informatics 51 (2022) 101458

[20] Tongtong Zhou,Zhihua Chen, Xinguo Ming, Rui Miao*(苗瑞), Selecting industrial IoT platform for digital servitization:A framework integrating platform leverage practices and cloud HBWM-TOPSIS approach. International Journal of Production Research, 21 Nov 2021, https://doi.org/10.1080/00207543.2021.2002458

[21]  Zhihua Chen, Tongtong Zhou, Xinguo Ming,Xianyu Zhang, Rui Miao*(苗瑞),Configuration optimization of service solution for smart product service system under hybrid uncertain environments, Advanced Engineering Informatics 52 (2022) 101632,1-15. SCI/JCR:Q1,F:8.8

[22]  Rui Miao*(苗瑞), Jintao Cao, Kai Zhang, Boxiao Chen, Zhibin Jiang & Liya Wang.Value-added path of service-oriented manufacturing based on structural equation model: the case of electric car rental for instance, International Journal of Production Research, 2014,Vol. 52, No. 18, 5502–5513,SCI

[23]  Rui Miao*(苗瑞), Fasheng Xu, Kai Zhang, Zhibin Jiang.Development of a Multi-scale Model for Customer Perceived Value of Electric Vehicles,International Journal of Production Research, 2014,Vol.52,No.16,4820–4834

[24] Rui Miao*(苗瑞), Xinyi Zhang, Sike Li and Zhibin Jiang.Part dimension deviation control in batch manufacturing process for monitoring error sources,International Journal of Production Research, 2013, Vol. 51, No. 8, 2518–2526

[25] Xiaosong Wu,Rui Miao*(苗瑞),Xinyi Zhang,Zhibin Jiang,Xuening Chu,A conjugate Bayesian approach to control chart for multi-batch and low volume production, International Journal of Production Research, 2015,Vol. 53, No. 7, 2179–2185

[26] Xiaosong Wu, Rui Miao*(苗瑞), Zefeng Li, Jie Ren, Jie Zhang,Zhibin Jiang,Xuening Chu.Process monitoring research with various estimator based MEWMA control charts, International Journal of Production Research, 2015, Vol.53 No. 14,4337-4350,SCI

[27]  Rui Miao*(苗瑞),Xinyi Zhang,Dong Yang,Yanzheng Zhao, Zhibin Jiang.A Conjugate Bayesian approach for calculating Process Capability Indices. Expert Systems with Applications，Volume 38, Issue 7, 2011, PP.8099–8104,SCI

Undergraduate teaching work:

(1) "Engineering Statistics", 48 class hours;

(2) "Prediction and Decision-making", 32 class hours;

(3) "Transportation Engineering Professional Course Design", 16 class hours;

(4) "Production Internship", 32 class hours.

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(1) Teaching "Advanced Statistics" to academic master's degree students, 48 class hours;

(2) Teaching "Transportation and Reliability Engineering" to academic master's degree students, 32 class hours;

(3) Teach "Quality and Reliability Management" (an excellent course) to part-time master's students in engineering management for 32 class hours;

(4) Teaching "Project Quality Management" to part-time master's degree students in engineering management for 32 class hours

(5) Teaching "Quality and Reliability Engineering" to doctoral students, 32 class hours;

(6) Teaching "Innovative Practice Engineering" to doctoral students, 32;