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苑嘉航

 


                                                                                                    


苑嘉航,副教授,博士,博士后

研究方向:供应链管理,运营管理,能源经济决策,企业运营决策与规划

主讲课程:最优化理论与方法;python自动化办公;python机器学习

邮箱:yuanjiahangncepu@163.com; yuanjiahang@126.com

招生专业:工商管理,物流工程与管理,工业工程与管理,MBA。欢迎对经济数学、数据科学、博弈论、供应链管理、机器学习等感兴趣的同学报考。

个人简介:本科毕业当年考研政治低于国家线2分遗憾被淘汰,可惜当年数学和英语的成绩都很高,但是依然不能进入初试。于是,一边工作一边又继续复习考研,其中辛苦体会过的人都能共情。好在二战顺利上岸,但是并没有十分明确的目标将来要做什么,期间也考了一些技能证书,不过经历不断探索后发现读书比较适合自己,就考了博士,之后顺利出国,流畅毕业。2018年毕业之后去杭州工作了三年多,开阔了一些视野,了解更多同专业的人的方向,也明白一点点什么才是更好的科研,期间成为了双法会员、运筹学会会员、质量管理学会会员等等。2021年辞职回北京做了博士后,重新学习新的研究方法和研究问题,相当于自废武功,把原来做了七八年的东西都放弃了,但是这个过程中,我对于科学问题、有意思的问题、有价值的问题有了更深的体会。2023年底博士后出站,有幸能回到母校工作,现在我讲授的课程、申请的项目、工作的论文等都是我不断学习新知识开展进行的。希望我不太平顺的经历可以给学生们一点点启示,希望彷徨的学生透过我有点曲折的道路能坚定信心,尽快找到适合自己的学习方向,少走一些弯路。

主要科研项目:

[1] 国家自然科学青年基金项目,72001060,信息物理融合下综合能源系统数据驱动式风险主动防控研究,24万元,2021/01-2023/12,已结题,主持人

[2]浙江省自然科学基金项目,Q20G010014,基于互联网+综合能源风险传递研究,5万元,2020/01-2022/12,已结题,主持人

[3] 国家自然科学基金重点项目,物联网环境下的服务开发与设计优化研究(71831006),201901-202312

[4] 国家自然科学基金委员会,重大项目,72293562,复杂供应链网络风险传播机理和韧性评估,2023-01-01至2027-12-31,225万元,在研,参与

[5] 国家自然科学基金重点项目,面向“一带一路”的企业技术标准联盟创新发展与管理研究(71932005),202001-202412

[6] 国家自然基金项目,能源互联网电力与信息深度融合风险传递(71671065),201701-202112

[7] 国家自然科学基金面上项目,“互联网+”环境下养老服务的质量设计理论与方法(71771070),201801-202112

主要企业合作项目

[1]京东公司合作项目——基于特定品类销售异常数据的自动化归因分析。通过企业数据分析,结合因果推断,自动化寻找销售异常原因,并做出应对决策。

[2]天行健大客车公司合作项目——基于数据驱动驾驶员安全驾驶行为分析预测。通过驾驶员的驾驶数据进行深度学习,对于驾驶进行在线监测,预判危险行为并进行预警

[3]国家电网公司科技项目,含大规模新能源和高压直流输电的电力系统风险评估研究(5204BB1600CN),201701-201912

[4]国家电网公司总部科技项目,电网信息物理融合系统连锁故障与控制策略研究(5204BB1600CP),201701-201912

[5]国家电网公司总部科技项目,基于物联网的重要用户供用电安全及支持技术研究与应用(521820140017),201401-201612

[6]国家电网公司总部科技项目,公司科技发展战略决策关键技术研究(KJGW2015-020),201501-201612

[7]Purdue University  Estimating transportation mode choice from the national household travel survey in US, 2017.01-2017.10

主要论文:

1 Li Wang, Jiahang Yuan, Li Hu. Deterministic and Probabilistic Service Hailing Mode Choice for On-Demand Service Platforms. International Journal of Production Economics, 2024, 269,109156(SCI,IF11,中科院一区)

2 Jiahang Yuan*, Li Wang, Yun Li. “Carbon emission reduction dynamic decision-making in the electricity supply chain with different carbon emission allowance principles”, Energy, 2024, 312:133563(SCI, IF8.857,中科院一区)

3 Yun Li, Jiahang Yuan*, Siyuan Chen, Yanzi Wu. “Optimal wind power capacity decision consider commitment contracts under uncertain power supply and electricity demand in China”, Renewable & Sustainable Energy Reviews, 2024, 201:114629(SCI, IF16.799,中科院一区)

4 Jiahang Yuan*, Li Wang, Yating Li. “Set pair prediction for Chinese natural gas energy security based on higher-order Markov Chain with risk attitude”, Resources Policy, 2022, 77:102741(SSCI, IF8.222,中科院一区)

5 Jiahang Yuan*, Xinggang Luo, Yun Li. “Multi criteria decision-making for distributed energy system based on multi-source heterogeneous data”, Energy, 2022, 239: 122250(SCI, IF8.857,中科院一区)

6 Jiahang Yuan*, Xinggang Luo. “Sustainable development evaluation on wind power compressed air energy storage projects based on multi-source heterogeneous data”, Renewable Energy, 2021, 169:1175-1189(SCI,IF8.634,中科院一区)

7 Jiahang Yuan*, Yun Li, Xinggang Luo, Zhongliang Zhang, Yuanpeng Ruan, Qing Zhou. “A new hybrid multi-criteria decision-making approach for developing integrated energy systems in industrial parks”, Journal of Cleaner Production, 2020, 270(SCI, IF11.072,中科院一区)

8 Jiahang Yuan*, Xinggang Luo, Xianghai Ding, Chunlai Liu, Cunbin Li. “Biomass power generation fuel procurement and storage modes evaluation: A case study in Jilin”, Renewable and Sustainable Energy Reviews, 2019,111:75-86. (SCI, IF16.799,中科院一区)

9 Jiahang Yuan*, Xinggang Luo.“Approach for multi-attribute decision making based on novel intuitionistic fuzzy entropy and evidential reasoning”,Computers & Industrial Engineering,2019,135:643-654. (SCI,IF7.18,中科院一区)

10 Jiahang Yuan*, Xinggang Luo. “Regional energy security performance evaluation in China using MTGS and SPA-TOPSIS”, Science of the Total Environment ,2019,696(15) (SCI,IF10.754,中科院一区)

11 Jiahang Yuan*, Cunbin Li, Wenle Li, Ding Liu. “Linguistic hesitant fuzzy multi-criterion decision-making for renewable energy: A case study in Jilin”, Journal of Cleaner production, 2018, 172(20):3201-3214. (SCI,中科院一区)

12 Jiahang Yuan*, Yun Li, Xinggang Luo, Li Lingfei, Zhang Z. “Regional integrated energy system schemes selection based on risk expectation and Mahalanobis-Taguchi system”, Journal of Intelligent and Fuzzy Systems, 2021,40(6):10333-10350(SCI)

13 Li Cunbin, Yuan Jiahang, Feng Xia*. “Linguistic Assessment Information Risky Multi-Criteria Decision-Making About Wind Power Investment”, Journal of Intelligent and Fuzzy Systems, 2016, 30(5): 3017-3023(SCI)

14 Jiahang Yuan*, Cunbin Li. “A new method for multi-attribute decision making with intuitionistic trapezoidal fuzzy random variable”, International Journal of Fuzzy Systems, 2017, 19(1): 15-26 (SCI)

15 Jiahang Yuan*, Cunbin Li, Fangqiu Xu, Baojun Sun and Wenle Li. “A group decision making approach in interval-valued intuitionistic hesitant fuzzy environment with confidence levels”, Journal of Intelligent and Fuzzy Systems, 2016, 31(3): 1909-1919 (SCI)

16 Cunbin Li, Jiahang Yuan*. “A new multi-attribute decision-making method with three-parameter interval grey linguistic variable”, International Journal of Fuzzy Systems, 2017, 19(2): 292-300 (SCI)

17 Li,Cunbin, Yuan Jiahang*, Liu Ding, Li Wenle. “Risk group assessment based on the demands of important consumers with standby electric source”, Journal of Intelligent and Fuzzy Systems, 2017, 33(4): 2177-2188(SCI)

18 Y Li, T Chen, X Zhang, Jiahang Yuan. The encroachment strategy under eco-innovation collaboration with delayed realized efficiency information. Kybernetes. 2023, https://doi.org/10.1108/K-10-2022-1491

19 F Zhang, Y Li, F L Li, Jiahang Yuan. “Decision-making behavior of power suppliers in the green certificate market: A system dynamics analysis”, Energy Policy, 2022 (SCI,IF7.576,中科院二区)

20 Lingfei Li, Yezheng Liu, Qing Zhou, Wei Yang, Jiahang Yuan. “Targeted influence maximization under a multifactor-based information propagation model”, Information Sciences, 2020, 519:124-140. (SCI,IF:8.233,中科院一区)

21 Yun Li, Feng Zhang, Jiahang Yuan. “Research on China’s renewable portfolio standards from the perspective of policy networks”, Journal of Cleaner Production, 2019,222(10):986-997. (SCI,中科院一区).

22 Xu fangqiu*, Liu Jicheng, Lin Shuaishai, Yuan Jiahang. “A VIKOR-based approach for assessing the service performance of electric vehicle sharing programs: A case study in Beijing”, Journal of Cleaner Production, 2017, 148: 254-267(SCI,中科院一区)

23 Li Cunbin, Yuan Jiahang*, Qi Zhiqiang. “Risky group decision-making method for distribution grid planning”, International Journal of Emerging Electric Power Systems, 2015, 16(6): 591-602 (EI)

24 Cun-Bin Li, Jia-Hang Yuan*, Po Gao. “Risk decision-making based on Mahalanobis-Taguchi system and grey cumulative prospect theory for enterprise information investment”, Intelligent Decision Technologies, 2016, 10(1): 49-58 (EI)

25 雒兴刚,张忠良,阮渊鹏,苑嘉航. 基于管理视角的服务设计问题的研究综述与展望[J].系统工程理论与实践,2021,41(02):400-410

26 陶俐言,孙洪达,曹怡恒,温馨,刘春来,苑嘉航.供应链中断情境下考虑政府补贴的恢复策略[J].计算机集成制造系统,2022,28(01):242-257

27 苑嘉航*, 李存斌, 肖瑶. 有源重要用户发电风险传递研究[J]. 华北电力大学学报(自然科学版), 2015, 06: 84-91

28 李存斌*, 苑嘉航, 祁之强. 基于灰色累积前景理论分布式电源投资风险型决策[J]. 华东电力, 2014, 05: 993-998

29 李存斌, 李小鹏*, 田世明, 苑嘉航. 能源互联网电力信息深度融合风险传递:挑战与展望[J]. 电力系统自动化, 2017, 41(11): 17-25 (EI)

30 田世明,潘明明,苑嘉航等. 有源重要用户供电风险评估方法研究 [J]. 电网技术, 2015, 39 (01): 35-42. DOI:10.13335/j.1000-3673.pst.2015.01.006

参与获得授权的发明专利:

1. 基于在线评论的新产品质量规划方法, 申请号202011168567.1,发明专利,已授权

2. 一种基于互信息的卷烟配方维护的方法及系统,申请号202010116383.4,发明专利,已授权

3. 一种基于 QFD 和 KANO 模型的多产品质量优化方法,申请号202010096159.3,发明专利,已授权

4. 一种基于轮盘赌属性选择的文本情感分类集成系统,申请号202011640409.1,发明专利,已授权