助理教授（讲师）

【个人简介】

陈媛，天津大学管理与经济学部工程管理系副研究员，于2011年获得四川大学工程管理专业学士学位，2014年获得天津大学工程管理专业硕士学位，2019年获得加拿大阿尔伯塔大学建设工程与管理专业博士学位。主要研究领域为可持续城市建设与管理、老年友好型城市、基于人工智能的基础设施管理等。

【教育与工作经历】

【期刊论文】

1. Yin, X.F., Chen, Y.*, Bouferguene, A., Al-Hussein, M. (2020). “Data-driven bi-level sewer pipe deterioration model: Design and analysis.” Automation in Construction, 116, 103181.

2. Du, X.J., Chen, Y.*, Bouferguene, A., Al-Hussein, M. (2020). “An agent-based simulation framework for analysing fall risk among older adults in the evacuation procedures.” Safety Science, 129, 104790.

3. Chen, Y. *, Bouferguene, A., Shen, Y.H., Al-Hussein, M. (2020). “Bilevel decision-support model for bus route optimization and accessibility improvement for seniors.” Journal of Computing in Civil Engineering, 34(2), 04019057.

4. Chen, Y.*, Bouferguene, A., Shargkao, M., Al-Hussein, M. (2020). “Spatial analysis framework for age-restricted communities integrating spatial distribution and accessibility evaluation.” Journal of Urban Planning and Development, 146(1), 04019021.

5. Chen, Y.*, Bouferguene, A., Shen, Y.H., Al-Hussein, M. (2019). “Difference analysis of regional population ageing from the temporal and spatial perspectives: a case study in China.” Regional studies, 53(6), 849-860.

6. Chen, Y.*, Bouferguene, A., Shen, Y.H., Al-Hussein, M. (2019). “Assessing accessibility-based service effectiveness (ABSEV) and social equity for urban bus transit: A sustainability perspective.” Sustainable Cities and Society, 44, 499-510.

7. Liu, B.S., Chen, Y.*, Shen, Y.H., Yin, X.F. (2019). “Clustering experts in linguistic environment: A hybrid method.” Journal of Intelligent & Fuzzy Systems, 37(5), 6983-7001.

8. Chen, Y.*, Bouferguene, A., Al-Hussein, M. (2018). “Analytic hierarchy process-simulation framework for lighting maintenance decision-making based on the clustered network.” Journal of Performance of Constructed Facilities, 32(1), 04017114.

9. Chen, Y.*, Bouferguene, A., Li, H.X., Liu, H.X., Shen, Y.H., Al-Hussein, M. (2018). “Spatial gaps in urban public transport supply and demand from the perspective of sustainability.” Journal of Cleaner Production, 195, 1237-1248.

10. Chen, Y.*, Liu, B.S., Shen, Y.H., Wang, X.Q. (2018). “Spatial analysis of change trend and influencing factors of total factor productivity in china’s regional construction industry.” Applied Economics, 50(25), 2824-2843.

【会议论文】

1. Chen, Y., Yin, X.F., Bouferguene, A., Al-Hussein, M. (2020). “An optimization model for bus route redesign considering accessibility improvement for seniors.” Proceedings, Construction Research Congress, pp. 1-10.

2. Yin, X.F., Chen, Y., Bouferguene, A., Al-Hussein, M. (2020). “Data-driven Markov chain deterioration model for sewer pipes” Proceedings, Construction Research Congress, pp. 1-10.

3. Wei, X., Liu, N.L., Chen, Y., Liu, X.P., Wang, T., Mu, S.J., Zhao, H.K., Zhang, X. (2019). “How to build ‘age-friendly’ cities: Based on big data from Baidu maps.” The 25th ACM SIGKDD Conference on Knowledge Discovery and Data Mining (KDD Cup 2019), pp. 1-7.

4. Chen, Y., Yin, X.F., Zhang, Q., Bouferguene, A., Zaman, H., Al-Hussein, M., Russell, R., Kurach, L. (2019). “Productivity analysis of manual condition assessment for sewer pipes based on CCTV monitoring.” Proceedings, Canadian Society for Civil Engineering Conference, pp. 1-10.

5. Yin, X.F., Chen, Y., Zhang, Q., Bouferguene, A., Zaman, H., Al-Hussein, M., Russell, R., Kurach, L. (2019). “A neural network-based application for automated defect detection for sewer pipes.” Proceedings, Canadian Society for Civil Engineering Conference, pp. 1-8.

6. Chen, Y., Wang, M., Li, L. (2019). “A framework for contract management system in cloud-based ERP for SMEs in the construction industry.” Proceedings, International Conference of Construction and Real Estate Management, pp. 1-11.

7. Chen, Y., Yin, X.F., Bouferguene, A., Zhang, Y.X., Al-Hussein, M., Liu, B.S. (2019). “Accessibility-based location selection for building panelized housing for seniors.” Proceedings, Modular and Offsite Construction Summit, pp. 92-95.

8. Yin, X.F., Chen, Y., Bouferguene, A., Zaman, H., Al-Hussein, M., Russell, R., Kurach, L. (2019). “Standard closed-circuit television (CCTV) collection time extraction of sewer pipes with machine learning algorithm.” Proceedings, International Symposium on Automation and Robotics in Construction, pp. 107-113.

9. Du, X.J., Chen, Y., Bouferguene, A., Al-Hussein, M. (2018). “Multi-agent based simulation of elderly egress process and fall accident in senior apartment buildings.” Proceedings, Winter Simulation Conference, Gothenburg, pp. 929-940.

10. Chen, Y., Bouferguene, A., Al-Hussein, M. (2018). “Neighborhood design and regional accessibility of age-restricted communities from the resilient and spatial perspectives.” Proceedings, Construction Research Congress, pp. 9-18.

【所获奖项】

1. 加拿大阿尔伯塔省创新研究生奖学金

2. 2018国家优秀自费留学生奖学金 (全球500人/年)

3. 阿尔伯塔大学Ledcor建设工程与管理研究生奖学金

【承担科研项目】

1. 国家自然科学青年基金: 面向多空间尺度协同可达的老年友好城市建设方案优化研究, 2021-2023. (主持)

2. 加拿大阿尔伯塔省创新基金: 老年友好型城市建设环境的关键问题研究, 2018-2019.(主持)

3. 加拿大自然科学与工程研究基金项目: 基于CCTV数据监测的污水管道预防性维护管理, 2017-2019.(参与)

【企业合作项目】

1. 中国水电建设集团圣达水电有限公司咨询项目: 面向全生命周期的大渡河安谷水电站精益建造管理模式研究, 2011-2015.(参与)

【学术兼职与服务】

1. 美国土木工程协会(ASCE)会员

2. Automation in Construction、Construction Management and Economics、European Journal of Operational Research、Transportation Research Part E等期刊审稿人