宫大庆

基本信息

教育背景

本科  2002.9-2006.7  青岛大学

硕士  2008.9-2011.7  重庆邮电大学

博士  2011.9-2015.10  北京交通大学

工作经历

访问学者 2014.6-2014.12 加州大学伯克利分校

博士后   2016.1-2018.1  清华大学

研究方向

• 智慧交通与物流MBA
• 信息系统工程
• 信息工程管理
• 数字经济与新兴产业管理
• 大数据驱动的现代管理与决策
• 人工智能与服务科学理论

招生专业

• 工商管理硕士
• 工业工程与管理硕士
• 工程管理硕士
• 信息管理硕士

科研项目

• 社会科学横向项目: 国网商用大数据有限公司-2024年飞艇遥感数据校正项目, 2024-2025
• 社会科学横向项目: 平台供应链质量管控与流程优化研究, 2024-2028
• 红果园-"其他部市": 通用储备仓库保障能力指标体系和提升能力的思路举措研究, 2024-2025
• 其它（社科处）: 综合信息化平台运维服务（2025）, 2025-2025
• 北京市社科基金“一般项目”: 北京市新能源汽车充换电发展策略研究, 2024-2025
• 首都高端智库课题: 京津冀陆海空港一体化机制研究（2）, 2024-2025
• 科研专项: 铁路全域风险防控一体化智能平台体系研究与设计, 2024-2025
• 首都高端智库课题: 构建符合北京城市功能定位的现代物流体系研究（2）, 2023-2024
• 社会科学横向项目: 轨道交通地下空间火灾预警与应急管理方案研究, 2024-2027
• 社会科学横向项目: ICT供应链安全风险分析, 2024-2025
• 其它（社科处）: 综合信息化平台运维服务, 2024-2024
• 首都高端智库决策咨询专项课题: 环京通勤交通服务优化研究（1）, 2022-2023
• 社会科学横向项目: 基于大数据的物资采购与智慧管理研究, 2022-2024
• 铁路总公司（原铁道部）（不再新立项）: “双碳”政策下集装箱铁海联运全程物流绿色成本核算与分担关键技术研究, 2022-2025
• 铁路总公司（原铁道部）（不再新立项）: 铁路大数据分析AI模式创新技术研究及在铁路客站典型示范应用, 2022-2025
• 社会科学横向项目: 采购云平台技术发展综述, 2023-2023
• 教育部“其他”: 综合信息化平台运维服务（2023）, 2023-2025
• 国家自然科学基金“面上”: 基于数据挖掘和智能算法的电动汽车充电设施混合布局优化研究, 2023-2026
• 教育部: 综合信息化平台运维服务, 2022-2025
• 北京市社科基金: 北京市地下综合管廊风险预警体系研究, 2021-2023
• 北京市社科基金: 城市韧性指标体系与基于智慧管理的城市韧性提升方案, 2021-2023
• 北京市自然基金“面上”: 考虑用户充电需求的城市电动汽车充电桩布局优化文本挖掘、仿真模型、案例库及推荐算法, 2022-2024
• 社会科学横向项目: 基于大数据技术的企业融资能力评价研究, 2022-2022
• 国家社会科学基金“后期资助”: 城市综合管廊智慧监管关键技术及应用, 2021-2024
• 国家重点研发计划-课题: 城市公共交通人员适岗状态判断筛查与监测技术及装备研发, 2021-2024
• 社会科学横向项目: 面向电力数据征信的商业模式与数据应用关键技术研究服务项目, 2021-2024
• 首都高端智库课题: 北京智慧城市建设管理研究（2）, 2021-2022
• 其它: 多式联运一体化协同机制研究, 2021-2023
• 人文社科重点培育项目: 基于大数据的轨道交通客流异常模式识别技术及应用, 2021-2024
• 北京市自然基金“轨道交通联合”: 面向城市轨道交通运营网络的数字孪生建模与在线预测方法研究, 2020-2023
• 社会科学横向项目: 中国化妆品监管科学体系研究, 2020-2024
• 社会科学横向项目: 电力数据征信产品成本估算, 2020-2025
• 重点资助项目: 医疗大数据驱动的误诊科学理论与技术研究, 2020-2025
• 北京市自然基金“青年”: 管理学习视角下后发企业追赶研究及其对京津冀地区创新发展的启示, 2020-2021
• 铁路总公司（原铁道部）（不再新立项）: 服务一带一路的铁路物流与区块链融合创新应用技术研究, 2019-2021
• 北京市社科基金: 北京市综合管廊应急应战功能评估及韧性提升策略, 2019-2022
• 其它: 教育经费监管业务处理综合信息化平台 专家库及制度库子系统 改版升级服务项目, 2019-2025
• 社会科学横向项目: 青海清洁能源示范省发展战略研究-青海省能源体制机制关键问题研究, 2019-2023
• 自然科学横向项目: 北京市综合管廊运维监管体系及关键技术研究, 2019-2022
• 教育部人文社科“青年项目”: 考虑用户使用习惯的城市充电桩布局优化文本挖掘和仿真模型研究, 2019-2024
• 其他部市(2020.10起仅限省部级科技计划\基金\专项): 购买北京产业创新主体大数据信息用监测与评估服务, 2019-2019
• 国家铁路局: 铁路行业科研诚信管理研究, 2019-2020
• 国家自然科学基金“应急管理项目”: 国家自然科学基金项目申请人、负责人信用评价管理研究, 2019-2019
• 国家铁路局: 通过铁路运单物权化，推动“一带一路”发展, 2019-2022
• 国际合作: Promoting Modern Talent Management Practices in Asian Higher Education Institutions, 2019-2021
• 重点资助项目: 面向智能制造的智慧物流优化理论与关键技术, 2019-2025
• 其它: 经费监管统一登录平台, 2018-2025
• 社会科学横向项目: 北京地铁服务质量标准研究, 2018-2021
• 其他部市(2020.10起仅限省部级科技计划\基金\专项): 产融合作背景下基于大数据技术的企业融资能力评价研究, 2018-2024
• 其它: 购买北京产业创新主体大数据信用监测与评估服务-2, 2018-2020
• 北京市社科基金: 基于文本和仿真分析的北京市公共充电桩布局优化研究, 2018-2021
• 其它: 转预研基金-北京市企业技术中心发展研究-KBM16013531, 2018-2020
• 国家铁路局: 铁路公益性运输补偿创新激励机制研究, 2018-2020
• 人文社科类人才基金项目: 考虑用户需求和使用习惯的电动汽车充电站布局优化, 2018-2022

教学工作

本科生：信息资源管理，32学时

研究生：数据安全与网络安全，32学时

论文/期刊

• 张潮,宫大庆,薛刚.An uncertainty-incorporated active data diffusion learning framework for few-shot equipment RUL prediction.Reliability Engineering and System Safety,2025,None(254)
• 刘冠一,刘世峰,李学伟,李雪岩,宫大庆.Multiscenario deduction analysis for railway emergencies using knowledge metatheory and dynamic Bayesian networks.Reliability Engineering and System Safety,2025,None(255)
• 黄楠,李竹伊,李雪岩,宫大庆.管理学研究中的大数据： 科学问题与未来发展.南开管理评论,2024,7(27)
• 张培,张真继,宫大庆.An improved normal wiggly hesitant fuzzy FMEA model and its application to risk assessment of electric bus systems.Applied Intelligence,2024,8(54)
• 张培,张真继,宫大庆.An improved failure mode and effect analysis method for group decision-making in utility tunnels construction project risk evaluation.Reliability Engineering and System Safety,2024,None(244)
• 刘世峰,康来松,宫大庆.面向群组的事件兴趣点推荐算法研究.中国管理科学,2023,12(31)
• 海楠,宫大庆,戴梓轩.Target spectrum-based risk analysis model for utility tunnel O&M in multiple scenarios and its application.Reliability Engineering and System Safety,2024,None(242)
• 薛刚,刘世峰,Ren,宫大庆.Risk assessment of utility tunnels through risk interaction-based deep learning.Reliability Engineering and System Safety,2024,None(241)
• Ren,Cong,Xue,宫大庆.Credit rating prediction with supply chain information: a machine learning perspective.Annals of Operations Research,2023,None(None)
• 薛刚,刘世峰,宫大庆,张培,刘忠良.利用多源数据识别城市轨道交通个体异常乘车行为.数据分析与知识发现,2023,7(7)
• 陈铁东,刘世峰,宫大庆,郜红虎.Data classification algorithm for data-intensive computing environments.Eurasip Journal on Wireless Communications and Networking,2017,1(2017)
• 毛阳,刘世峰,宫大庆.A text mining and ensemble learning based approach for credit risk prediction.Tehnicki Vjesnik-technical Gazette,2023,1(30)
• 谢良惠,张真继,宫大庆.Identifying left behind passengers at subway stations from auto fare collection data.Tehnicki Vjesnik-technical Gazette,2022,6(29)
• 代晓丽,刘世峰,宫大庆.Text similarity detection method based on NLP [基于NLP的文本相似度检测方法].Tongxin Xuebao/Journal on Communications,2021,10(42)
• 崔向科,张真继,宫大庆,刘静雅,沈吉仁.Allocation of electric taxi charging: Assessing the layout of charging stations based on charging frequency.Tehnicki Vjesnik-technical Gazette,2022,4(29)
• 王艳霞,李伊松,Huang,宫大庆.Analyzing the impacts of logistics suburbanization on logistics service accessibility: Accessibility modeling approach for urban freight.Transport Policy,2023,None(138)
• 薛刚,刘世峰,任龙,宫大庆.A data aggregation-based spatiotemporal model for rail transit risk path forecasting.Reliability Engineering and System Safety,2023,None(239)
• 康来松,刘世峰,宫大庆.基于稀疏共享的多门混合专家下一个兴趣点推荐算法.管理评论,2023,3(35)
• 薛刚,刘世峰,任龙,宫大庆.Adaptive cross-scenario few-shot learning framework for structural damage detection in civil infrastructure.Journal of Construction Engineering and Management,2023,5(149)
• 薛刚,刘世峰,任龙,宫大庆.Forecasting hourly attraction tourist volume with search engine and social media data for decision support.Information Processing and Management,2023,4(60)
• 宫大庆,郜红虎,任龙,闫晓杰.Consumers’ free riding: Pricing and retailer service decisions in a closed-loop supply chain.Computers & Industrial Engineering,2023,None(181)
• 张培,张真继,宫大庆,崔向科.A novel normal wiggly hesitant fuzzy multi-criteria group decision making method and its application to electric vehicle charging station location.Expert Systems with Applications,2023,None(223)
• 涂群,张茜茜,张真继,宫大庆,汤敏聪.A deep spatio-temporal fuzzy neural network for subway passenger flow prediction with COVID-19 search engine data.IEEE Transactions on Fuzzy Systems,2022,None(None)
• 涂群,张茜茜,张真继,宫大庆,Jin.Forecasting subway passenger flow for station-level service supply.Big Data,2022,None(None)
• 孙璟,刘世峰,张兴华,宫大庆.Simulation-based modelling of the impact of ridesharing on urban system.International Journal of Simulation,2022,1(21)
• 海楠,宫大庆,刘世峰,戴梓轩.Dynamic coupling risk assessment model of utility tunnels based on multimethod fusion.Reliability Engineering and System Safety,2022,None(228)
• 谢良惠,张真继,宫大庆.面向城市轨道交通的启发式疫情密接人群追溯方法.交通运输系统工程与信息,2022,4(22)
• 柳林林,宫大庆,张玉洁,白如江.因果知识引导的技术机会发现——以电动汽车充电桩为例.数据分析与知识发现,2022,8(6)
• 康来松,刘世峰,宫大庆.LBSN中基于加权异构信息网络的兴趣点推荐.系统工程,2020,6(38)
• 冯伟鑫,常丹,宫大庆,Shen.System dynamics analysis of integrated pipeline corridor based on risk loops.Tehnicki Vjesnik-Technical Gazette,2022,1(29)
• 代晓丽,刘世峰,宫大庆.基于NLP的文本相似度检测方法.通信学报,2021,10(42)
• 刘静雅,刘世峰,宫大庆.Electric vehicle charging station layout based on particle swarm simulation.International Journal of Simulation Modelling,2021,4(20)
• 薛刚,刘世峰,任龙,马翌草,宫大庆.Forecasting the subway passenger flow under event occurrences with multivariate disturbances.Expert Systems With Applications,2022,1(188)
• 海楠,宫大庆,刘世峰.Ontology knowledge base combined with Bayesian networks for integrated corridor risk warning.Computer Communications,2021,1(174)
• 薛刚,刘世峰,宫大庆.Identifying abnormal riding behavior in urban rail transit: A survey on "In-Out" in the same subway station.IEEE Transactions on Intelligent Transportation Systems,2022,4(23)
• 宫大庆,任龙,刘世峰,闫晓杰.Compensation and coordination mechanisms on China's railway public transportation service.Transport Policy,2022,None(115)
• Chu,Jun,Long,宫大庆.Optimal contract design with a common agency in last-mile logistics.Transportation Research Part E: Logistics and Transportation Review,2020,None(139)
• liu,ren,chu,宫大庆.The effects of robots on the long-run economic growth.Tehnicki Vjesnik-Technical Gazette,2020,1(27)
• 康来松,刘世峰,宫大庆,汤敏聪.A personalized point-of-interest recommendation system for O2O commerce.Electronic Markets,2021,None(None)
• 薛刚,宫大庆,Zhang,Zhang,Tai.Passenger travel patterns and behavior analysis of long-term staying in subway system by massive smart card data.Energies,2020,10(13)
• 薛刚,刘世峰,宫大庆,马翌草.ATP-DenseNet: A hybrid deep learning based gender identification of handwriting.Neural Computing and Applications,2021,10(33)
• 马翌草,刘世峰,薛刚,宫大庆.Soft sensor with deep learning for functional region detection in urban environments.Sensors,2020,12(20)
• 康来松,刘世峰,张汉坤,宫大庆.Person anomaly detection-based videos surveillance system in urban integrated pipe gallery.Building Research & Information,2021,1(49)
• 冯卓彦,张真继,张茜茜,宫大庆.Evaluation of soil suitability evaluation based on BP artificial neural network: The case of JIANGXIA District.Environmental Engineering and Management Journal,2018,1(7)
• 盛希泰,张真继,郜红虎,宫大庆.Optimization of incentive contract that leading enterprise participates in low-carbon agricultural development.Environmental Engineering and Management Journal,2018,1(17)
• 宫大庆,刘世峰,汤敏聪,REN,J,X.Revenue sharing or profit sharing? An internet production perspective.Advances in Production Engineering & Management,2018,1(13)
• 冉昶,张真继,宫大庆.连续需求条件下的企业库存Anylogic整合分析.经济体制改革,2016,6(None)
• 宫大庆,汤敏聪,刘世峰,薛刚,王苓苓.Achieving sustainable transport through resource scheduling: A case study for electric vehicle charging stations.Advances in Production Engineering & Management,2019,1(14)
• 李立峰,李文兴,宫大庆.Naive bayesian automatic classification of railway service complaint text based on eigenvalue extraction.Technical Gazette,2019,3(26)
• 郜红虎,刘世峰,宫大庆,曹光美.Optimization decision on informal recycling channel of electric vechicle batteries and supervision strategy.Applied Ecology and Environmental Research,2019,4(17)
• 宫大庆,汤敏聪,Buchmeiste,张汉坤.Solving location problem for electric vehicle charging stations-A sharing charging model.IEEE Access,2019,None(7)
• 宫大庆,汤敏聪,薛刚,张汉坤,BUCHMEISTER.Multi-objective cluster intelligent algorithms for railway door-to-door transportation routing design.IEEE Access,2019,None(7)
• 张茜茜,刘世峰,宫大庆,张汉坤,涂群.An improved multi-objective quantum-behaved particle swarm optimization for railway freight transportation routing design.IEEE Access,2019,1(7)
• xiang,LIU,宫大庆,WANG.Preserving location privacy in spatial crowdsourcing under quality control.IEEE Access,2019,None(7)
• 滕岚,张真继,李瀑,宫大庆.Integrated inventory-transportation problem in vendor-managed inventory system.IEEE Access,2019,None(7)
• 薛刚,刘世峰,宫大庆,马翌草.Environmental intelligent control of underground integrated pipe gallery based on equipment failure rate.IEEE Access,2019,None(7)
• 宫大庆,刘世峰,jun,long.Who benefits from online financing? A sharing economy E-tailing platform perspective.International Journal of Production Economics,2020,None(222)
• 张茜茜,刘世峰,宫大庆,涂群.A latent-dirichlet-allocation based extension for domain ontology of enterprise's technological innovation.International Journal of Computers Communications & Control,2019,1(14)
• 冯卓彦,张真继,张茜茜,宫大庆.Evaluation of soil suitability evaluation based on BP artificial neural network: The case of JIANGXIA District.Environmental Engineering and Management Journal,2018,1(17)
• 张汉坤,刘世峰,宫大庆.铁路货物运输保本距离分析及其粒子群算法 .铁道学报,2016,3(38)
• 常丹,张敏,宫大庆.Importance evaluation of factors for the railway accidents based on TF-K.9th International Conference on Industrial Economics System and Industrial Security Engineering(IEIS 2022),2023
• 常丹,黄蕾,宫大庆.Scenario construction model of railway traffic accidents based on similarity theory.12th International Conference on Logistics, Informatics and Service Sciences（LISS2022）,2023
• 刘畅,常丹,宫大庆.Research on high-speed railway safety management based on global data management.10th International Conference on Industrial Economics System and Industrial Security Engineering (IEIS2023),2024
• 孙春香,常丹,宫大庆,汤敏聪.Research on the storage of integrated pipe corridor monitoring data based on blockchain technology.9th International Conference on Computers Communications and Control (ICCCC) 2022,2022

专著/译著

专利

1.一种基于大数据的轨道交通客流异常模式识别方法，202010656537.9，实质审查

2.一种地铁乘客出行路径识别方法，202011094717.9，初审

3.一种管廊异常检测系统及方法，202010514752.5，初审  

4.一种基于多元异构数据的管廊设备故障预测方法及系统，202010514755.9，初审  

软件著作权

获奖与荣誉

住 房 和 城 乡建 设 部 科 技 示 范 项，冬奥会综合管廊智慧运营管理科技示范工程，2019-2020

中国物流与采购联合会科学技术奖一等奖 2023

北京市交通行业优秀科技创新成果奖  2023

中国物流与采购联合会创新青年 2024

社会兼职