智慧城市系列课程项目案例库建设——数字孪生城市案例
Papers | 文章
1.A conceptual digital twin framework for city logistics
Keywords: Digital twin/数字孪生, Urban logistics/城市物流, City logistics/城市后勤, On-demand logistics/按需物流, System architecture/系统架构
Journal: Computers, Environment and Urban Systems
DOI: https://doi.org/10.1016/j.compenvurbsys.2023.101989
2.A digital twin smart city for citizen feedback
Keywords: Digital twin/数字孪生, Smart cities/智慧城市, Internet of things (IoT)/物联网, Urban planning/城市规划, Urban policy/城市政策
Journal: Cities
DOI: https://doi.org/10.1016/j.cities.2020.103064
3.A Review on Digital Twin Technology in Smart Grid, Transportation System and Smart City: Challenges and Future
Keywords: Transportation/运输, Power systems/电力系统, Real-time systems/实时系统, Digital twins/数字孪生, Security/安全, Microgrids/微电流, Behavioral sciences/行为科学,Digital twin/数字孪生, machine learning/机器学习, microgrid/微电网, physical twin/物理孪生, power system/动力系统, transportation system/运输系统
Journal: IEEE Access
DOI: https://doi.org/10.1109/ACCESS.2023.3241588
4.A Smart Campus' Digital Twin for Sustainable Comfort Monitoring
Keywords: sustainable ecosystem/可持续生态环境, environmental monitoring/环境监测, IEQ calculation/IEQ计算, BIM/BIM,ENVIRONMENTAL-QUALITY IEQ/环境质量IEQ, THERMAL COMFORT/热舒适性, PERFORMANCE/性能, BUILDINGS/建筑物, EDUCATION/教育, SYSTEM/系统, AIR/空气
Journal: Sustainability
DOI: https://doi.org/10.3390/su12219196
5.A Socio-Technical Perspective on Urban Analytics: The Case of City-Scale Digital Twins
Keywords: Digital twins/数字孪生, urban modeling/城市模型, urban governance/城市治理, socio-technical perspective/社会技术视角
Journal: Journal of Urban Technology
DOI: https://doi.org/10.1080/10630732.2020.1798177
6.A systematic review of a digital twin city: A new pattern of urban governance toward smart cities
Keywords: Digital twin/数字孪生, Smart city/智慧城市, Urban governance/城市治理, IoT/物联网, Blockchain/区块链
Journal: Journal of Management Science and Engineering
DOI: https://doi.org/10.1016/j.jmse.2021.03.003
7.A user-centred virtual city information model for inclusive community design: State-of-art
Keywords: City information model/城市信息模型, Urban digital twin/城市数字孪生, Virtual reality/虚拟现实, Community design/社区设计, Blue Zones/蓝区
Journal: Cities
DOI: https://doi.org/10.1016/j.cities.2023.104203
8.An intrusion detection system for connected vehicles in smart cities
Keywords: Smart city/智慧城市, Connected vehicles/互联车辆, Intrusion detection/入侵监测, Vehicular cloud computing/车载云计算, Smart transportation/智能交通, Service-specific clusters/特定服务集群, QoS, QoE
Journal: AD HOC NETWORKS
DOI: https://doi.org/10.1016/j.adhoc.2019.02.001
9.An ISO/IEEE 11073 Standardized Digital Twin Framework for Health and Well-Being in Smart Cities
Keywords: Digital twin/数字孪生, health/健康, well-being/健康, physical activity/体力活动, standards/标准, ISOIEEE 11073/IEEE 11073系统, X73/X73系列, wearables/可穿戴设备, data collection/数据采集, data analysis/数据分析, artificial intelligence/人工智能, user interaction/用户交互, user feedback/用户反馈
Journal: IEEE Access
DOI: https://doi.org/10.1109/ACCESS.2020.2999871
10.Application of Smart City Construction in a New Data Environment
Keywords: big data/大数据, new data environment/新数据环境, smart city/智慧城市, city planning/城市规划, city building/城市建设
Journal: Frontiers in Energy Research
DOI: https://doi.org/10.3389/fenrg.2022.908338
11.Applications of 3D city models: State of the art review
Keywords: 3D city models/三维城市模型, 3D GIS/三维地理信息系统, 3D geoinformation/3D地理信息, use case/用例, application/应用, CityGML/城市地理标识语言, LiDAR/雷达, urban models/城市模型, 3D building models/三维建筑模型, GIScience/地理信息系统科学
Journal: ISPRS International Journal of Geo-Information
DOI: https://doi.org/10.3390/ijgi4042842
12.Architecting Smart City Digital Twins: Combined Semantic Model and Machine Learning Approach
Keywords: Smart city/智慧城市, Digital twin/数字孪生, Semantic modeling/语义模型, Machine learning/机器学习
Journal: Journal of Management in Engineering
DOI: https://doi.org/10.1061/(ASCE)ME.1943-5479.0000774
13.Big data, smart cities and city planning
Keywords: big data/大数据, managing disruptions/管理中断, new theory/新理论, real-time streaming/实时流媒体, shorter time horizons/更短期时期, smart cities/智慧城市
Journal: Dialogues in human geography
DOI: https://doi.org/10.1177/2043820613513390
14.Challenges of urban digital twins: A systematic review and a Delphi expert survey
Keywords: 3D city model/三维城市模型, City information model/城市信息模型, Virtual replica/虚拟复制, Simulations/模拟, Urban planning/城市规划
Journal: Automation in Construction
DOI: https://doi.org/10.1016/j.autcon.2022.104716
15.Citizens' expectations of information cities: implications for urban planning and design
Keywords: 3D city model/3D城市模型, Virtual city/虚拟城市, Digital twin/数字孪生, Built environment/建成环境, Citizen engagement/市民参与
Journal: Building Research & Information
DOI: https://doi.org/10.1080/0961321042000329422
16.City digital twin potentials: A review and research agenda
Keywords: city digital twin/城市数字孪生, 3D modeling/三维建模, smart city/智慧城市, thematic analysis/主题分析
Journal: Sustainability
DOI: https://doi.org/10.3390/su13063386
17.City digital twins for urban resilience
Keywords: City digital twin/数字孪生城市, resilience/韧性, hazard/危险, collaborative/协同
Journal: International Journal of Digital Earth
DOI: https://doi.org/10.1080/17538947.2023.2264827
18.City Digital Twins: their maturity level and differentiation from 3D city models
Keywords: City Digital Twins/数字孪生城市, big data/大数据, IoT/物联网, artificial intelligence/人工智能, city information modelling/城市信息模型
Journal: Big Earth Data
DOI: https://doi.org/10.1080/20964471.2022.2160156
19.City Information Modelling: A Conceptual Framework for Research and Practice in Digital Urban Planning
Keywords:CIM/城市信息模型, Data model/数据模型, digitalization/数字化, planning process/规划过程, smart cities/智慧城市
Journal: Built Environment
DOI: https://doi.org/10.2148/benv.46.4.501
20.Cognition Digital Twins for Personalized Information Systems of Smart Cities: Proof of Concept
Keywords: Cognitive overload/认知超载, Digital twins/数字孪生, Neuroimaging/神经影像学, Personalized information system/个性化信息系统
Journal: Journal Of Management In Engineering
DOI: https://doi.org/10.1061/(ASCE)ME.1943-5479.0000740
21.Collaborative City Digital Twin for the COVID-19 Pandemic: A Federated Learning Solution
Keywords: Urban areas/市区, COVID-19/新冠病毒, Data models/数据模型, Collaboration/协作, Predictive models/预测模型, Pandemics/流行病, Training/训练, Digital Twin/数字孪生, Federated Learning/联邦学习, deep learning/深度学习
Journal: Tsinghua Science And Technology
DOI: https://doi.org/10.26599/TST.2021.9010026
22.Data mining and machine learning methods for sustainable smart cities traffic classification: A survey
Keywords: Sustainable Smart Cities/可持续智慧城市, Security/安全, Traffic/交通, Classification/分类, Data Maning/数据挖掘, Machine Learning/机器学习
Journal: SUSTAINABLE CITIES AND SOCIETY
DOI: https://doi.org/10.1016/j.scs.2020.102177
23.Definition methodology for the smart cities model
Keywords: Energy Sustainability/能源可持续性, Smart City Model/智慧城市模型, Fuzzy Logic/模糊逻辑, IEE Project Funding/IEE项目资金
Journal: Energy
DOI: https://doi.org/10.1016/j.energy.2012.09.028
24.Design and implementation of a smart infrastructure digital twin
Keywords: Data/数据, Digital Twins/数字孪生, Infrastructure/基础设施, Smart Infrastructure/智能基础设施, Resilience/韧性
Journal: Automation in Construction
DOI: https://doi.org/10.1016/j.autcon.2022.104171
25.Developing a Digital Twin at Building and City Levels: Case Study of West Cambridge Campus
Keywords: Digital twin (DT)/数字孪生, Asset management/资产管理, Operation and maintenance (O&M)/运维, FACILITIES MANAGEMENT/设施管理, ARCHITECTURE/建筑, SYSTEM/系统
Journal: JOURNAL OF MANAGEMENT IN ENGINEERING
DOI: https://doi.org/10.1061/(ASCE)ME.1943-5479.0000763
26.Developing Human-Centered Urban Digital Twins for Community Infrastructure Resilience: A Research Agenda
Keywords: digital twin/数字孪生, human-centered/以人为本, infrastructure resilience/基础设施韧性, urban planning/城市规划, CITY MODELS/城市模型, BIG DATA/大数据, SYSTEM/系统, SIMULATION/模拟, MANAGEMENT/管理, RISK/风险
Journal: Journal of Planning Literature
DOI: https://doi.org/10.1177/08854122221137861
27.Development of a Smart City Platform Based on Digital Twin Technology for Monitoring and Supporting Decision-Making
Keywords: digital twin/数字孪生, smart city platform/智慧城市平台, augmented reality/增强现实, monitoring/监控, decision support/决策支持
Journal: Sustainability
DOI: https://doi.org/10.3390/su151814002
28.Digital geoTwin Vienna: Towards a Digital Twin City as Geodata Hub
Keywords: 3D city model/3D城市模型, City information modelling/城市信息化建模, CIM/CIM, 3D GIS/三维地理信息系统, Digital twin/数字孪生, Digital geoTwin/数字地理孪生
Journal: PFG – Journal of Photogrammetry, Remote Sensing and Geoinformation Science
DOI: https://doi.org/10.1007/s41064-020-00101-4
29.Digital twin and CyberGIS for improving connectivity and measuring the impact of infrastructure construction planning in smart cities
Keywords: digital twin/数字孪生, smart city/智慧城市, smart parking/智慧停车, GIS/地理信息系统, lidar/雷达, point cloud/点云, machine learning/机器学习, point-based algorithms/基于点的算法, mobile laser scanner/移动式激光扫描仪, infrastructure construction/基础设施建设, urban computing/城市计算, CyberGIS/网络地理信息系统, big data/大数据, artificial intelligence/人工智能
Journal: ISPRS International Journal of Geo-Information
DOI: https://doi.org/10.3390/ijgi9040240
30.Digital twin for urban planning in the green deal era: A state of the art and future perspectives
Keywords: digital twin/数字孪生, urban planning/城市规划, urban governance/城市治理, tools and techniques/工具和技术, geospatial technologies/地理空间技术, climate action/气候行动
Journal: Sustainability
DOI: https://doi.org/10.3390/su14106263
31.Digital Twin of City: Concept Overview
Keywords: digital twin/数字孪生, smart city/智慧城市, urban management/城市管理, neural networks/神经网络, data mining/数据挖掘, sensors/传感器, fog computing/雾计算
Journal: 2020 GLOBAL SMART INDUSTRY CONFERENCE (GLOSIC)
DOI: https://doi.org/10.1109/GloSIC50886.2020.9267879
32.Digital Twin Simulation Tools, Spatial Cognition Algorithms, and Multi-Sensor Fusion Technology in Sustainable Urban Governance Networks
Keywords: digital twin/数字孪生, simulation/模拟, spatial cognition/空间认知, multi-sensor fusion/多传感器融合, sustainable urban governance/可持续城市治理
Journal: Mathematics
DOI: https://doi.org/10.3390/math11091981
33.Digital Twin Technology Challenges and Applications: A Comprehensive Review
Keywords: digital twin/数字孪生, literature review/文献综述, enabling technologies/技术支持, smart city/智慧城市, smart mobility/智能移动
Journal: Remote Sensing
DOI: https://doi.org/10.3390/rs14061335
34.Digital Twin: Enabling Technologies, Challenges and Open Research
Keywords: Smart cities/智慧城市, Data analysis/数据分析, Manufacturing/制造业, Data models/数据模型, Internet of Things/物联网, Computational modeling/计算建模, Digital twins/数字孪生, Enabling technologies/赋能技术, Machine learning/机器学习, Deep learning/深度学习
Journal: IEEE ACCESS
DOI: https://doi.org/10.1109/ACCESS.2020.2998358
35.Digital Twins for Cities: A State of the Art Review
Keywords: 3D CITY MODEL/3D城市模型, VIRTUAL CITY/虚拟城市, DIGITAL TWIN/数字孪生, BUILT ENVIRONMENT/建成环境, CITIZEN ENGAGEMENT/公众参与
Journal: Built Environment
DOI: https://doi.org/10.2148/benv.46.4.547
36.Disaster City Digital Twin: A vision for integrating artificial and human intelligence for disaster management
Keywords: Digital twin/数字孪生, Machine learning/机器学习, Information flow/信息流, Disaster management/灾害管理, SOCIAL MEDIA/社交媒体, BIG DATA/大数据, EVENT DETECTION/事件检测, CHALLENGES/挑战, ANALYTICS/分析学, NETWORKS/网络
Journal: International Journal Of Information Management
DOI: https://doi.org/10.1016/j.ijinfomgt.2019.102049
37.Factors Influencing Adoption of Digital Twin Advanced Technologies for Smart City Development: Evidence from Malaysia
Keywords: smart city/智慧城市, Digital Twin Technology (DTT)/数字孪生技术（DTT）, Structural Equation Modeling/结构方程建模
Journal: Buildings
DOI: https://doi.org/10.3390/buildings13030775
38.Future (post-COVID) digital, smart and sustainable cities in the wake of 6G: Digital twins, immersive realities and new urban economies
Keywords: Smart Cities/智慧城市, Future Cities/未来城市, 6G/第六代移动通信技术, 5G/第五代移动通信技术, Digital Twins/数字孪生技术, Economic Inclusivity/经济包容性, Wireless Technology/无线技术, Digital Trade/数字贸易, Urban Policy/城市政策, Urban Economy/城市经济, SDG 11/联合国可持续发展目标11, COVID-19/新冠肺炎, Coronavirus/冠状病毒
Journal: Land Use Policy
DOI: https://doi.org/10.1016/j.landusepol.2020.105201
39.Future City, Digital Twinning and the Urban Realm: A Systematic Literature Review
Keywords: future city/未来城市, urban realm/城市领域, digital twinning/数字孪生, city users/城市用户
Journal: BUILDINGS
DOI: https://doi.org/10.3390/buildings12050685
40.Future of industry 5.0 in society: human-centric solutions, challenges and prospective research areas
Keywords: Industry 5.0/工业5.0, Human machine collaboration/人机协作, Supply chain/供应链, Disaster recovery/灾后恢复, Smart healthcare/智能医疗, Cognitive systems/认知系统, Green manufacturing/绿色制造
Journal: JOURNAL OF CLOUD COMPUTING-ADVANCES SYSTEMS AND APPLICATIONS
DOI: https://doi.org/10.1186/s13677-022-00314-5
41.Future smart cities requirements, emerging technologies, applications, challenges, and future aspects
Keywords: Future cities/未来城市, Smart cities/智慧城市, Internet of Things/物联网, Big data/大数据, Cloud computing/云计算, Intelligent sensors/智能传感器, Transportation/交通, Data mining/数据挖掘, Smart education/智能教育, Smart health/智能健康, Smart mobility/智能交通, Urban modeling/城市建模, Real-time systems/实时系统
Journal: Cities
DOI: https://doi.org/10.1016/j.cities.2022.103794
42.How do we understand smart cities? An evolutionary perspective
Keywords: 3RC Framework/三重循环框架, Human Capital/人力资本, Smart City/智慧城市, Technology/技术
Journal: Cities
DOI: https://doi.org/10.1016/j.cities.2017.04.010
43.Immersive virtual reality in community planning: Acoustic and visual congruence of simulated vs real world
Keywords: Immersive virtual reality/沉浸式虚拟现实, Ecological validity/生态有效性, Soundscape/声景, Community planning/社区规划, Multisensory perception/多传感器感知
Journal: Sustainable Cities and Society
DOI: https://doi.org/10.1016/j.scs.2016.06.022
44.Information technology as a tool for public participation in urban planning: a review of experiments and potentials
Keywords: urban design/城市设计, user participation/用户参与, collaborative design/协同设计, virtual reality/虚拟现实, information technology/信息技术
Journal: Design Studies
DOI: https://doi.org/10.1016/j.destud.2007.02.003
45.Innovation in emerging economies: Research on the digital economy driving high-quality green development
Keywords: Digital economy/数字经济, High-quality green development/高质量的绿色发展, Spillover effects/溢出效应, Smart city/智慧城市
Journal: Journal of Business Research
DOI: https://doi.org/10.1016/j.jbusres.2022.03.041
46.Investigating the Role of Virtual Reality in Planning for Sustainable Smart Cities
Keywords: smart city/智慧城市, virtual reality/虚拟现实, urban planning/城市规划, data visualization/数据可视化
Journal: Sustainability
DOI: https://doi.org/10.3390/su9112006
47.Literature review of Industry 4.0 and related technologies
Keywords: Industry 4.0/工业4.0, Smart factory/智能工厂, Internet of things (IoT)/物联网, Cyber-physical systems/网络物理系统, Cloud systems/云系统, Big data/大数据
Journal: JOURNAL OF INTELLIGENT MANUFACTURING
DOI: https://doi.org/10.1007/s10845-018-1433-8
48.Method for 2D-3D Registration under Inverse Depth and Structural Semantic Constraints for Digital Twin City
Keywords: Digital Twin City/数字孪生城市, 2D-3D Registration/二维到三维注册, Virtual-Real Fusion/虚拟与现实融合, Inverse Depth/逆深度, Structural Semantics/结构语义
Journal: Applied Sciences
DOI: https://doi.org/10.3390/app12178543
49.Modeling and evaluating economic and ecological operation efficiency of smart city pilots
Keywords: Smart city pilot/智慧城市, Directional distance function/试点方向距离函数, Super efficiency model/超效率模型, Economic efficiency/经济效率, Total ecological factor efficiency/生态要素总效率
Journal: Cities
DOI: https://doi.org/10.1016/j.cities.2022.103575
50.On big data, artificial intelligence and smart cities
Keywords: Artificial intelligence/人工智能, Big data/大数据, Smart cities/智慧城市, Internet of things/物联网, Sustainability/可持续性, Liveability/宜居性
Journal: Cities
DOI: https://doi.org/10.1016/j.cities.2019.01.032
51.Recognition of digital twin city from the perspective of complex system theory: Lessons from Chinese practice
Keywords: Digital twin city/数字孪生城市, Systems theory of cities/城市系统论, Complex adoptive systems/复杂适应系统, City subsystems/城市子系统, Planning system/规划系统, Infrastructure system/基础设施系统, Industrial system/工业系统, Public service facility system/公共服务设施系统
Journal: Journal of Urban Management
DOI: https://doi.org/10.1016/j.jum.2023.04.001
52.Roads Infrastructure Digital Twin: A Step Toward Smarter Cities Realization
Keywords: Digital twin/数字孪生, Roads/道路, Cloud computing/云计算, Monitoring/监测, Streaming media/流媒体, Real-time systems/实时系统, Object detection/物体检测
Journal: IEEE Network
DOI: https://doi.org/10.1109/MNET.011.2000398
53.Rob Kitchin数字生活与数据驱动的智慧城市主义——一项城市社会地理学议程
Keywords: Rob Kitchin, Digital Living/数字生活, Data-Driven Smart Urbanism/数据驱动的智慧城市主义, Urban Social Geography/城市社会地理学, Direction of Sinicization/中国化方向
Journal: 地理科学进展
DOI: http://doi.org/10.18306/dlkxjz.2024.03.015
54.Semantic enrichment of building and city information models: A ten-year review
Keywords: Building Information Model/建筑信息平台, City Information Model/城市信息平台, Geographic Information System/地理信息系统, Semantic enrichment/语义丰富, Smart city/智慧城市, Intelligent building/智能建筑
Journal: Advanced Engineering Informatics
DOI: https://doi.org/10.1016/j.aei.2020.101245
55.Smart cities and green growth: outsourcing democratic and environmental resilience to the global technology sector
Keywords: climate change/气候变化, smart cities/智慧城市, ICT/信息通信技术, democracy/民主, future cities/未来城市
Journal: ENVIRONMENT AND PLANNING A-ECONOMY AND SPACE
DOI: https://doi.org/10.1068/a46242
56.Smart city based on digital twins
Keywords: Digital twin/数字孪生, Smart city/智慧城市, Digital city/数字城市, Big data/大数据, AI/人工智能
Journal: COMPUTATIONAL URBAN SCIENCE
DOI: https://doi.org/10.1007/s43762-021-00005-y
57.Smart City Digital Twin-Enabled Energy Management: Toward Real-Time Urban Building Energy Benchmarking
Keywords: Building energy benchmarking/建筑能源基准, Commercial buildings/商业建筑, Community energy-efficiency/社区能源效率, Digital twin/数字孪生, Energy management/能源管理, Smart city/智慧城市, CONSUMPTION/消费, EFFICIENCY/效率, PERFORMANCE/性能
Journal: Journal of Management in Engineering
DOI: https://doi.org/10.1061/(ASCE)ME.1943-5479.0000741
58.Smart city digital twins
Keywords: Digital Twins/数字孪生, Interdependence/独立性, IoT/物联网, Smart Cities/智慧城市, Spatiotemporal Flux/时空通量
Journal: IEEE Symposium Series on Computational Intelligence (SSCI)
DOI: https://doi.org/10.1109/SSCI.2017.8285439
59.Smart city for sustainable urban freight logistics
Keywords: City logistics/城市物流, urban freight/城市货运, smart city/智慧城市, framework/框架, sustainability/可持续性, disruptive technology/颠覆性技术, data-driven solutions/数据驱动型解决方案, innovation/创新, IoT/物联网, digital twin/数字孪生
Journal: International Journal Of Production Research
DOI: https://doi.org/10.1080/00207543.2021.1893970
60.Smartening sustainable development in cities: Strengthening the theoretical linkage between smart cities and SDGs
Keywords: Smart Cities/智慧城市, SDGs/可持续发展目标, Bibliometric Analysis/文献计量分析, Sustainability/可持续性
Journal: Sustainable Cities and Society
DOI: https://doi.org/10.1016/j.scs.2022.103793
61.Study on city digital twin technologies for sustainable smart city design: A review and bibliometric analysis of geographic information system and building information modeling integration
Keywords: BIM/建筑信息模型, GIS/地理信息系统, Digital twins/数字孪生, Smart city/智慧城市, Sustainable city design/可持续城市设计, Data value extension/数据价值延伸, Urban rail transit/城市轨道交通
Journal: Sustainable Cities and Society
DOI: https://doi.org/10.1016/j.scs.2022.104009
62.The adoption of urban digital twins
Keywords: Digital twin/数字孪生, Urban management/城市管理, Urban planning/城市规划, Built environment/建筑环境, Urban infrastructure/城市基础设施, Smart city/智慧城市
Journal: Cities
DOI: https://doi.org/10.1016/j.cities.2022.103905
63.The digital revolution in the travel and tourism industry
Keywords: Smart tourism/智慧旅游, Smart destination/智慧目的地, Digital traveler/数字旅行者, Tourism innovation/旅游创新, Tourism 4.0/旅游4.0, Tourism ecosystem/旅游生态系统
Journal: INFORMATION TECHNOLOGY & TOURISM
DOI: https://doi.org/10.1007/s40558-019-00160-3
64.The Digital Twin of the City of Zurich for Urban Planning
Keywords: Digital twin/数字孪生, Digital transformation in urban planning/城市规划中的数字化转型, Densifcation/高密化, Urban climate/城市气候, Architectural competition/建筑竞争, Participation/参与
Journal: PFG – Journal of Photogrammetry, Remote Sensing and Geoinformation Science
DOI: https://doi.org/10.1007/s41064-020-00092-2
65.The Metaverse as a Virtual Form of Smart Cities: Opportunities and Challenges for Environmental, Economic, and Social Sustainability in Urban Futures
Keywords: metaverse/元宇宙, smart cities/智慧城市, digital twins/数字孪生, future cities/未来城市, forecasting/预测, quality of life/生活质量, urban policy/城市政策, digital economy/数字经济, climate change/气候变化, virtual reality虚拟现实
Journal: Smart Cities
DOI: https://doi.org/10.3390/smartcities5030040
66.The role of complexity for digital twins of cities
Keywords: Complex Systems/复杂系统, Digital Twins/数字孪生, Urban Simulation/城市仿真, Planning Models/规划模型
Journal: Nature Computational Science
DOI: https://doi.org/10.1038/s43588-023-00431-4
67.The Social Digital Twin:The Social Turn in the Field of Smart Cities
Keywords: Digital twin/数字孪生, social planning/社会规划, urban complexity/城市复杂性, urbanism/城市化, social turn in the field of smart cities/智慧城市领域的社会转向
Journal: Environment and Planning B: Urban Analytics and City Science
DOI: https://doi.org/10.1177/23998083221137079
68.Towards sustainable smart cities: A review of trends, architectures, components, and open challenges in smart cities
Keywords: Internet of Things/物联网, Smart City Architectures/智慧城市架构, Communication in Smart Cities/智慧城市通信, Wireless Sensor Network/无线传感器网络, IoT Applications/物联网应用
Journal: Sustainable Cities and Society
DOI: https://doi.org/10.1016/j.scs.2018.01.053
69.Understanding Smart Cities: Innovation ecosystems, technological advancements, and societal challenges
Keywords: Smart Cities/智慧城市, Hybrid Framework/混合框架, Physical Infrastructure/物质基础设施, Quality of Life/生活质量, Innovation Review/创新评估
Journal: Technological Forecasting and Social Change
DOI: https://doi.org/10.1016/j.techfore.2018.12.018
70.Urban Digital Twin Challenges: A Systematic Review and Perspectives for Sustainable Smart Cities
Keywords: Urban digital twins/城市数字孪生, Digital twins/数字孪生, Sustainable smart cities/可持续智慧城市, City management/城市管理, City planning/城市规划
Journal: Sustainable Cities and Society
DOI: https://doi.org/10.1016/j.scs.2023.104862
71.Urban Digital Twins for Smart Cities and Citizens: The Case Study of Herrenberg, Germany
Keywords: urban digital twin/城市数字孪生, spatial modeling and simulation/空间建模与模拟, smart cities/智慧城市, smart citizens/智慧公民, participatory processes/参与式过程
Journal: Sustainability
DOI: https://doi.org/10.3390/su12062307
72.Virtual Cities in Urban Planning: The Uppsala Case Study
Keywords: Virtual cities/虚拟城市, Virtual reality/虚拟现实, Personal rapid transit/个人快速交通, Urban planning/城市规划, Traffic simulation/交通模拟
Journal: Journal of Theoretical and Applied Electronic Commerce Research
DOI: https://doi.org/10.4067/S0718-18762012000300009
73.城市信息模型的支撑技术体系解析
Keywords: digital twin city/数字孪生城市, city information model/城市信息模型, supporting technology system/支撑技术体系, development trend/发展趋势
Journal: 地理与地理信息科学
DOI: http://dx.doi.org/10.3969/j.issn.1672-0504.2022.03.008
74.创新2.0视野下的智慧城市
Keywords: Innovation 2.0/创新2.0, Smart Cities/智慧城市, Digital Cities/数字城市, Sustainable Innovation/可持续创新, Smart Urban Management/智慧城管
Journal: 城市发展研究
DOI: http://doi.org/10.3969/j.issn.1006-3862.2012.09.010
75.大数据时代智慧城市空间规划方法探讨
Keywords: big data/大数据, smart city/智慧城市, spatial planning/空间规划, method/方法
Journal: 现代城市研究
DOI: http://doi.org/10.3969/j.issn.1009-6000.2014.10.005
76.顾及地理-语义动态的城市热点预测框架
Keywords: Spatiotemporal prediction/时空预测, Smart city/智慧城市, City hotspot/城市热点; Semantic modeling/语义建模, Predictive Recurrent neural network/预测递归神经网络, Graph convolutional neural network/图卷积神经网络
Journal: 地球信息科学学报
DOI: http://doi.org/10.12082/dqxxkx.2022.210245
77.基于可持续发展目标的智慧城市空间组织和规划思考
Keywords: Sustainable Development/可持续发展; Smart Cities/智慧城市; Spatial Organization/空间组织; Smart Urban Planning/智慧城市规划
Journal: 城市发展研究
DOI: http://doi.org/10.3969/j.issn.1006-3862.2014.05.017
78.基于数字孪生与元宇宙的能源互联网认知系统论(三)：复杂系统群智调控理论及其框架
Keywords: Scheduling/调度, Virtual twin/虚拟孪生, Distributed energy resources/分布式能源资源; Data-intensive scientific discovery paradigm/数据密集型科学发现范式, Swarm intelligence/群智, Data empowerment/数据赋能
Journal: 中国电机工程学报
DOI: https://link.cnki.net/urlid/11.2107.TM.20240122.1749.002
79.建设数字孪生城市的逻辑与创新思考
Keywords: Smart City/智慧城市, Digital Twin/数字孪生, internet of things(IoT)/物联网, artificial intelligence/人工智能
Journal: 测绘科学
DOI: http://dx.doi.org/10.16251/j.cnki.1009-2307.2021.03.022
80.科技革命促进城市研究与实践的三个路径：城市实验室、新城市与未来城市
Keywords: Scientific and technological revolution/科技革命, City laboratory/城市实验室, Smart city/智慧城市, Future city/未来城市, Urban ergonomics/城市人因工程学
Journal: 世界建筑
DOI: https://doi.org/10.16414/j.wa.2021.03.014
81.孪生空间及其应用——兼论地理研究空间的重构
Keywords: physical space/物理空间, digital twin space/孪生空间, digital twin city/孪生城市, geographical space reconstruction/空间重构
Journal: 地理学报
DOI: https://doi.org/10.11821/dlxb202203001
82.面向数字孪生城市的城市地理信息更新
Keywords: digital twin cities/数字孪生城市, urban geographic information/城市地理信息, data update/数据更新
Journal: 测绘地理信息
DOI: http://doi.org/10.14188/j.2095-6045.2022548
83.面向数字孪生城市的三维GIS基础软件技术创新 及应用
Keywords: digital twin cities/数字孪生城市, 3D space modeling/三维空间建模, 3D spatial analysis and calculation/三维空间分析与查询, multi-source data fusion/多源数据融合, visual presentation/可视化呈现, urban planning/城市规划
Journal: 上海城市规划
DOI: http://doi.org/10.11982/j.supr.20230507
84.浅析数字孪生城市的尺度观
Keywords: Scale/尺度, Digital Twin City/数字孪生城市, Complex System/复杂系统, City Information (Intelligent) Model (CIM)/城市信息模型, Life System Theory/生命系统理论
Journal: 国际城市规划
DOI: http://doi.org/10.19830/j.upi.2021.734
85.群体智能及产业集群发展战略研究
Keywords: Collective intelligence/群体智能, Open source software/开源软件, Unmanned swarm/无人集群, Federated learning/联邦学习, Platform economy/平台经济
Journal: 中国工程科学
DOI: http://doi.org/10.15302/J-SSCAE-2024.01.008
86.数字孪生、图灵测试和城市模型
Keywords: digital twins/数字孪生, multiple models/多模型, urban simulations/城市模拟
Journal: 上海城市规划
DOI: http://doi.org/10.11982/j.supr.20230501
87.数字孪生城市导向下的智慧规建管规则体系构建——以雄安新区规划建设BIM管理平台为例
Keywords: Digital Twin/数字孪生城市, Life Cycle/全生命周期, Rule System/管控规则, CIM/城市信息平台, BIM Management Platform/BIM管理平台
Journal: 城市发展研究
DOI: https://doi.org/10.3969/j.issn.1006-3862.2021.08.007
88.数字孪生赋能下的互动生成式规划与治理
Keywords: digital twin city/数字孪生城市, space manifold/空间流形, participatory/参与式, city information modeling/城市信息模型, generative/生成式
Journal: 上海城市规划
DOI: http://doi.org/10.11982/j.supr.20230502
89.数字孪生五维模型及十大领域应用
Keywords: digital twin/数字孪生, five-dimension digital twin model/五维模型, ten fields/十大领域, applications/应用
Journal: 计算机集成制造系统
DOI: https://doi.org/10.13196/j.cims.2019.01.001
90.新型智慧城市建设与展望：基于AI的大数据、大模型与大算力
Keywords: digital cities/数字城市, digital twin city/数字孪生城市, new smart cities/新型智慧城市, high quality development/高质量发展, urban planning and governance/城市规划与治理, artificial intelligence/人工智能, foundation model/大模型, internet of things/物联网
Journal: 地球信息科学学报
DOI: http://doi.org/10.12082/dqxxkx.2024.240065
91.雄安新区建设数字孪生城市的逻辑与创新
Keywords: Xiong’an New Area/雄安新区, Digital Twin Cities/数字孪生城市, Urban Systems Theory/城市系统论, Conceptual Framework/概念框架
Journal: 城市发展研究
DOI: http://doi.org/10.3969/j.issn.1006-3862.2018.10.008
92.虚拟地理环境在智慧城市中的研究与应用
Keywords: virtual geographic environment/虚拟地理环境, smart city/智慧城市, virtual reality/虚拟现实, digital twin/数字孪生
Journal: 测绘通报
DOI: https://doi.org/10.13474/j.cnki.11-2246.2020.0136
93.知识图谱技术支持：DIKW模型启示下智慧的城市规划方式
Keywords: DIKW Pyramid Model/DIKW 模型, Knowledge Graph Technology/知识图谱技术, Smart Urban Planning/智慧城市规划, Urban Planning/城市规划
Journal: 国际城市规划
DOI: https://doi.org/10.19830/j.upi.2022.561
94.智慧城市建设中的数字孪生与元宇宙探讨
Keywords: digital city/数字城市, smart city/智慧城市, digital twin city/数字孪生城市, metaverse era/元宇宙时代, intelligent organism/智能生命体
Journal: 测绘通报
DOI: https://doi.org/10.13474/j.cnki.11-2246.2023.0001
95.智慧城市信息系统基本框架的设计要点——基于复杂适应理论(CAS)视角
Keywords: Smart City/智慧城市, Complex Adaptive Systems/复杂适应系统, Urban Design/城市设计
Journal: 城市发展研究
DOI: http://dx.doi.org/10.3969/j.issn.1006-3862.2023.01.002
96.智慧城市与城市规划——基于各种空间尺度的实践分析
Keywords: smart cities/智慧城市, urban planning/城市规划, top level design/顶层设计, big data/大数据
Journal: 城市规划
DOI: http://doi.org/10.11819/cpr20141107a
97.智慧城市综合感知与智能决策的进展及应用
Keywords: Integrated sensing/综合感知, Real-time management/实时管理, Intelligent decision/智能决策, Internet of Things/物联网, Sensor web/传感网, Smart city/智慧城市
Journal: 测绘学报
DOI: http://doi.org/10.11947/j.AGCS.2019.20190464
98.“城市众脑”：理论模式及关键议题
Keywords: AI, Society Brains/众脑模型, Swarm intelligence/群体智能, Smart city/智慧城市, City brain/城市大脑
Journal: 城市规划学刊
DOI: http://doi.org/10.16361/j.upf.202306004
99.“人—技术—空间”一体的智慧城市规划框架
Keywords: smart city planning/智慧城市规划, human-earth system/人地系统, smart technology/智能技术
Journal: 城市规划学刊
DOI: http://doi.org/10.16361/j.upf.202106006
100.“元宇宙”的空间重构分析
Keywords: metaverse/元宇宙, digital twin city/数字孪生城市, virtual reality/虚拟现实, spatial restructuring/空间重构, spatial governance/空间治理
Journal: 地理与地理信息科学
DOI: http://dx.doi.org/10.3969/j.issn.1672-0504.2022.02.001
