深圳大学主页平台管理系统廖龙辉--中文主页--科研工作

廖龙辉

个人信息

Personal information

学位：博士
职称：副教授
职务：工程管理科学系副主任
学术荣誉：深圳市海外高层次人才孔雀计划C类

科研工作

中文主页 - 科研工作

研究方向及兴趣

1. 数智建造与运维中的知识管理（知识库系统开发）与智能决策（韧性、风控与灾害应急管理等）（主要方法：自然语言处理/大语言模型/知识图谱）

2. 智能感知与人因工程（施工危险认知与识别、人机交互等）（主要方法：脑电/近红外/眼动/微表情等心理学实验）

纵向项目

[1] 广东省自然科学基金面上项目，基于本体推理的深基坑施工风险管理决策支持研究，主持,在研.2024-2026
[2] 广东省哲学社会科学规划一般项目，安全标志对建筑工人危险认知的影响机理研究：基于ERP和眼动实验，主持,在研.2024-2025
[3] 广东省自然科学基金面上项目，基于知识图谱的装配式建筑供应链韧性测度研究，主持,在研.2023-2025
[4] 广东省自然科学基金面上项目，基于复杂适应系统理论的建设项目BIM应用行为涌现机制研究——以粤港澳大湾区建筑业为例，主持,结题.2019-2022
[5] 深圳市哲学社会科学规划青年课题，深圳建设项目区块链技术采纳行为意向的影响机制及管理策略研究，主持,结题.2021-2022
[6] 深圳市哲学社会科学规划共建课题，深圳建设项目BIM应用行为意向和应用深度提升路径及策略研究，主持,结题.2019-2020
[7] 深圳市海外高层次人才科研启动项目，建设项目BIM应用行为的影响路径、演化机理及提升策略：基于复杂环境视角下的研究，主持,结题.2020-2022

横向项目

[1] 深圳市建设科技促进中心，房屋市政工程质量监督和竣工验收制度背景及现状分析,结题.2023.08-2023.12
[2] 广州建筑股份有限公司科技计划项目《广州国际金融城超大规模地下空间防灾减灾智慧集成关键技术及应用示范》子课题，重大突发事件下地下空间人员疏散路径优化及智能决策关键技术研究,在研.2021-2023

期刊论文

[1] Liao, L., Mo, W., Wen, Y., Liu, S., Zou, Y., Mo, L., Wu, C., and Fan, C.* Safety consultation for prefabricated construction: a localized retrieval-augmented generative question-answering system. Journal of Computing in Civil Engineering. Accepted 7 Feb 2025.,,.SCI
[2] Wu, C., Ding, W., Jin, Q., Jiang, J., Jiang, R., Xiao, Q., Liao, L., and Li, X. (2025). Retrieval augmented generation-driven information retrieval and question answering in construction management. Advanced Engineering Informatics, 65, 103158.,,.SCI
[3] Deng, H., Huang, Z., Chen, M., Mo, L., and Liao, L.* (2025). Efficiency evaluation and external environmental impact analysis of typical urban rail transit systems in China. International Journal of Transport Economics. Accepted 10 Mar 2025.,,.SCI
[4] Liao, L., Gan, C., Yang, J.*, and Liang, Y. (2025). Impacts of safety capacity and personalized safety training on construction workers’ hazard recognition using eye-tracking technology. Journal of Construction Engineering and Management, 151(6), 04025050.,,.SCI
[5] Fan, C., Chen, R., Mo, J., and Liao, L.* (2024). Personalized federated learning for cross-building energy knowledge sharing: cost-effective strategies and model architectures. Applied Energy, 362, 123016.,,.SCI
[6] Li, P., Bao, X., Hong, C., Wang, D., Xie, X., Fan, J., Li, H., and Liao, L.* (2024). Evacuation simulation and fire-risk assessment on underground space of Guangzhou international financial city. Fire, 7(8), 307.,,.SCI
[7] Qiu, Z., Yong, Q., Wang, J.*, Liao, L., and Yu, B. (2024). A multi-objective optimization framework for performance-based building design considering the interplay between buildings and urban environments. Energy Conversion and Management, 135, 118793.,,.SCI
[8] Liao, L., Ye, Y., Wei, N., Li, H., and Fan, C.* (2024). Exploring blockchain technology acceptance among non-managerial construction practitioners in Shenzhen, China. Engineering, Construction and Architectural Management, 31(5), 2053-2076.,,.SCI
[9] Ding, Z., Xu, S., Xie X., Zheng, K., Wang, D., Fan, J., Li, H., and Liao, L.* (2024). A building information modeling-based fire emergency evacuation simulation system for large infrastructures. Reliability Engineering and System Safety, 244, 109917.,,.SCI
[10] Liao, L., Wei, N., Zheng, C., Ye, Y., and Chen, Y.* (2023). Understanding causes for construction claims in hydropower projects. Journal of Management in Engineering, 39(5), 04023032.,,.SCI

会议论文

[1] Liao, K., Yang, C., Quan, L., and Liao, L.* (2021). Review of ergonomics application on HSE management research for construction workers. In Proceedings of the 26th International Symposium on Advancement of Construction Management and Real Estate (pp 1361–1374). Springer, Singapore.,,.EI
[2] Liang, Y., Quan, L., Yang, C., and Liao, L.* (2021). A critical review of interaction design between smart home devices and the elderly. In Proceedings of the 26th International Symposium on Advancement of Construction Management and Real Estate (pp 1041–1054). Springer, Singapore.,,.EI
[3] Quan, L., Yang, C., and Liao, L.* (2021). A review of research on supply chain resilience in the construction industry. In Proceedings of the 26th International Symposium on Advancement of Construction Management and Real Estate (pp 265–283). Springer, Singapore.,,.EI
[4] Yang, C., Quan, L., and Liao, L.* (2021). Intelligent decision techniques for construction engineering management research: A science mapping analysis and future trends. In Proceedings of the 26th International Symposium on Advancement of Construction Management and Real Estate (pp 721–736). Springer, Singapore.,,.EI
[5] Liao, L.*, Li, X., Huo, C., and Chen, Q. (2012). Empirical research on production efficiency of construction industry in central China based on DEA. In Proceedings of 2012 International Conference on Construction & Real Estate Management (pp.53-58). Kansas City, USA. Beijing: China Architecture & Building Press,,.ISTP

专利授权

[1] 发明专利，一种自适应增效叶轮和可群组式的海流发电装置, ZL 202410114920.X; 发明人: 廖龙辉, 陈剑平, 陈希至, 刘周雄, 胡洋, 郑莎莎.
[2] 发明专利，一种深基坑施工工人生理健康监测及环境监测预警方法, ZL 202410114920.X; 发明人: 廖龙辉, 陈剑平, 武妍池, 熊真.
[3] 发明专利，一种地下工程施工坍塌事故的应急决策方法、系统及终端, ZL 202410620162.9; 发明人: 廖龙辉, 莫文婷, 温宇航, 甘翠萍.
[4] 发明专利，基于文件思维导图的文件节点查看方法、装置及相关设备, ZL 202110419313.0; 发明人: 梁逸飞, 廖龙辉, 廖奎安, 全丽蓉, 杨川.
[5] 实用新型专利，一种基于瞳孔运动状态的注意力监测系统, ZL 202223412521.7; 发明人: 廖龙辉, 甘翠萍, 莫文婷, 温宇航.
[6] 发明专利，一种基于面板堆石坝的数据处理方法及相关设备, ZL 202211418108.3; 发明人: 廖龙辉, 温宇航, 莫文婷, 甘翠萍.
[7] 发明专利，一种马赛克瓷砖选色方法及相关设备, ZL 202211421694.7; 发明人: 廖龙辉, 温宇航, 王慧敏, 甘翠萍, 莫文婷.
[8] 实用新型专利，一种基于障碍物监测的工地推车, ZL 202223132364.4; 发明人: 廖龙辉, 莫文婷, 温宇航, 甘翠萍.
[9] 发明专利，基于人体舒适度需求的智能选房方法、装置及相关组件, ZL 202110240206.1; 发明人: 廖龙辉, 全丽蓉, 梁逸飞, 廖奎安, 杨川.
[10] 发明专利，基于联邦学习的地铁基坑开挖风险识别方法及装置, ZL 202111319605.3; 发明人: 廖龙辉, 杨川, 全丽蓉, 廖奎安, 梁逸飞.

软件著作权登记

[1] 基于ARIMA模型的交通流预测分析软件V1.0, 2025SR0288745.
[2] 基于计算机视觉与机器学习的交通流分析软件V1.0, 2025SR0285846.
[3] 基于智能优化的多维购买决策支持软件V1.0, 2025SR0285773.
[4] 现场进度实时监控软件V1.0, 2025SR0021990.
[5] 建设工程项目管理政策主题挖掘系统V1.0, 2024SR1167383.
[6] 装配式建筑安全管理问答系统V1.0, 2024SR0885198.
[7] 基于眼动特征的建筑工人危险识别能力预测软件V1.0, 2024SR0752717.
[8] 马赛克瓷砖颜色自动识别应用软件V1.0, 2023SR0547488.

出版教材或专著

[1] 《廖龙辉. 第7.4.6节. 专家视角——Evelyn TEO Ai Lin，廖龙辉. 中国建筑业BIM应用分析报告（2020）[M]. 北京:中国建筑工业出版社, 2020.》