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AI-Powered Digital Twin Frameworks for Smart Grid Optimization and Real-Time Energy Management in Smart Buildings:A Survey
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作者 Saeed Asadi Hajar Kazemi Naeini +4 位作者 Delaram Hassanlou Abolhassan Pishahang Saeid Aghasoleymani Najafabadi Abbas Sharifi Mohsen Ahmadi 《Computer Modeling in Engineering & Sciences》 2025年第11期1259-1301,共43页
The growing energy demand of buildings, driven by rapid urbanization, poses significant challenges for sustainable urban development. As buildings account for over 40% of global energy consumption, innovative solution... The growing energy demand of buildings, driven by rapid urbanization, poses significant challenges for sustainable urban development. As buildings account for over 40% of global energy consumption, innovative solutions are needed to improve efficiency, resilience, and environmental performance. This paper reviews the integration of Digital Twin (DT) technologies and Machine Learning (ML) for optimizing energy management in smart buildings connected to smart grids. A key enabler of this integration is the Internet of Things (IoT), which provides the sensor networks and real-time data streams that fee/d DT–ML frameworks, enabling accurate monitoring, forecasting, and adaptive control. Through this synergy, DT–ML systems enhance energy prediction, occupant comfort, and automated fault detection, while also supporting broader sustainability goals. The review examines recent advances in DT–ML energy systems, with attention to enabling technologies such as IoT sensor networks, building energy management systems, edge–cloud computing, and advanced analytics. Key challenges including data interoperability, cybersecurity, scalability, and the need for standardized frameworks are critically discussed, along with emerging solutions such as federated learning and blockchain. Special focus is given to human-centric digital twin frameworks that integrate user comfort and behavioral adaptation into energy optimization strategies. The findings suggest that DT–ML integration, enabled by IoT sensor networks, has the potential to significantly reduce energy consumption, lower operational costs, and improve resilience in urban infrastructures. The paper concludes by outlining future research priorities, including decentralized learning models, universal data standards, enhanced privacy protocols, and expanding digital twin applications for distributed renewable energy resources. 展开更多
关键词 Digital twin machine learning smart grid smart buildings energy optimization IOT real-time monitoring SUSTAINABILITY
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Smart Buildings for A Sustainable Development 被引量:2
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作者 Starlight Vattano 《Economics World》 2014年第5期310-324,共15页
The use of sustainable technologies for buildings, with the goal of creating an environment for living and working that uses fewer resources and generates less waste, also aims to retrofit existing buildings to be mor... The use of sustainable technologies for buildings, with the goal of creating an environment for living and working that uses fewer resources and generates less waste, also aims to retrofit existing buildings to be more efficient in terms of energy and water. Many cities are following this way targeting both commercial and municipal buildings. These cities are called smart cities where all life processes and nerve centers of social life are read, in order to radically improve quality of life, opportunity, prosperity, social and economic development, thanks to the use of technology. This paper deals with the study of smart buildings within smart cities, namely the use in an integrated project of computer and telematics tools with automation organized systems and passive bioclimatic strategies in architecture, determining a socio-technical management of intelligent building. The article is the result of a research carded out within the framework of intelligent buildings in the last generation cities, such as those ones with zero emissions that are taking place in the Middle East countries (Dubai, Masdar, Tiajin, and Kochi). The topic deals with the issues of building automation as a form of technological intelligence and the study of those smart technologies integrated into the building envelope that improve its performances, making it more sustainable. The research methodology has provided a bibliographic retrieval on the state of the art and the latest technological trends in the building field, later has followed a theoretical and comparative approach of the examined technologies, which led to the development of reasoning on operation, performance and functional capabilities of a building that is both sustainable and home automation, to arrive at the final concept of sustainable intelligent building, able to combine the artificial intelligence, home automation, and technological devices of the architectural project to enhance the building energy performance. In conclusion, the proposed result is that of an integrated intelligent building in which artificial intelligence will become part of the shell-building in order to achieve high levels of energy efficiency and thus environmental sustainability. 展开更多
关键词 smart building sustainable development smart city RETROFIT building Energy Management Systems(BEMS)
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Privacy Preservation Scheme for Multicast Communications in Smart Buildings of the Smart Grid 被引量:1
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作者 Depeng Li Zeyar Aung +2 位作者 Srinivas Sampalli John Williams Abel Sanchez 《Smart Grid and Renewable Energy》 2013年第4期313-324,共12页
Privacy preservation is a crucial issue for smart buildings where all kinds of messages, e.g., power usage data, control commands, events, alarms, etc. are transmitted to accomplish the management of power. Without ap... Privacy preservation is a crucial issue for smart buildings where all kinds of messages, e.g., power usage data, control commands, events, alarms, etc. are transmitted to accomplish the management of power. Without appropriate privacy protection schemes, electricity customers are faced with various privacy risks. Meanwhile, the natures of smart grids and smart buildings—such as having limited computation power of smart devices and constraints in communication network capabilities, while requiring being highly reliable—make privacy preservation a challenging task. In this paper, we propose a group key scheme to safeguard multicast privacy with the provisions of availability, fault-tolerance, and efficiency in the context of smart buildings as a part the smart grid. In particular, hybrid architecture accommodating both centralized and contributory modes is constructed in order to achieve both fault-tolerance and efficiency with only one set of group key installed. Key trees are sophisticatedly managed to reduce the number of exponentiation operations. In addition, an individual rekeying scheme is introduced for occasional joining and leaving of member smart meters. Experimental results, on a simulation platform, show that our scheme is able to provide significant performance gains over state-of-the-art methods while effectively preserving the participants’ privacy. 展开更多
关键词 AMI buildING Area Networks Group KEY MULTICASTING PRIVACY smart buildING smart Grid
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Ten questions concerning integrating smart buildings into the smart grid 被引量:3
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作者 Thomas M.Lawrence MarieClaude Boudreau +7 位作者 Lieve Helsen Gregor Henze Javad Mohammadpour Doug Noonan Dieter Patteeuw Shanti Pless Richard T.Watson 侯恩哲 《建筑节能》 CAS 2016年第11期128-128,共1页
Recent advances in information and communications technology(ICT) have initiated development of a smart electrical grid and smart buildings. Buildings consume a large portion of the total electricity production worldw... Recent advances in information and communications technology(ICT) have initiated development of a smart electrical grid and smart buildings. Buildings consume a large portion of the total electricity production worldwide, and to fully develop a smart grid they must be integrated with that grid. Buildings can now be"prosumers"on the grid(both producers and consumers), and the continued growth of distributed renewable energy generation is raising new challenges in terms of grid stability over various time scales. Buildings can contribute to grid stability by managing their overall electrical demand in response to current conditions. Facility managers must balance demand response requests by grid operators with energy needed to maintain smooth building operations.For example, maintaining thermal comfort within an occupied building requires energy and, thus an optimized solution balancing energy use with indoor environmental quality(adequate thermal comfort, lighting, etc.) is needed. Successful integration of buildings and their systems with the grid also requires interoperable data exchange. However, the adoption and integration of newer control and communication technologies into buildings can be problematic with older legacy HVAC and building control systems.Public policy and economic structures have not kept up with the technical developments that have given rise to the budding smart grid, and further developments are needed in both technical and non-technical areas. 展开更多
关键词 建筑节能 建筑风格 建筑材料 建筑知识
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Economic Model Predictive Control for Hot Water Based Heating Systems in Smart Buildings 被引量:1
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作者 M. A. Ahmed Awadelrahman Yi Zong +1 位作者 Hongwei Li Carsten Agert 《Energy and Power Engineering》 2017年第4期112-119,共8页
This paper presents a study to optimize the heating energy costs in a residential building with varying electricity price signals based on an Economic Model Predictive Controller (EMPC). The investigated heating syste... This paper presents a study to optimize the heating energy costs in a residential building with varying electricity price signals based on an Economic Model Predictive Controller (EMPC). The investigated heating system consists of an air source heat pump (ASHP) incorporated with a hot water tank as active Thermal Energy Storage (TES), where two optimization problems are integrated together to optimize both the ASHP electricity consumption and the building heating consumption utilizing a heat dynamic model of the building. The results show that the proposed EMPC can save the energy cost by load shifting compared with some reference cases. 展开更多
关键词 building ENERGY Management System DEMAND Response ECONOMIC Model PREDICTIVE Control Heat PUMPS smart buildings Thermal ENERGY Storage
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Smart Building Design to Improve the Energy Consumption at an Office Room
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作者 Saleh Babaa Abdul Aziz Al Rawahi +5 位作者 Angala Subramanian Abdullah Humaid Alshibli Shahid Khan Martin Khzouz Muneer Ahmed Ibrahim Ashrafi 《Smart Grid and Renewable Energy》 CAS 2022年第9期209-221,共13页
Buildings are becoming smarter as a result of a variety of advanced technologies that enable energy management, optimal space utilization, and smart surveillance for safety, among other things. Energy-efficient smart ... Buildings are becoming smarter as a result of a variety of advanced technologies that enable energy management, optimal space utilization, and smart surveillance for safety, among other things. Energy-efficient smart building ideas and execution are of great interest and top priority due to the building’s occupants’ misused and high-power consumption. This paper addresses the design and execution of an energy management system that includes a solar power system for generating power for the building’s needs and a PIR-based automation system for efficient power use. This project was carried out at the Military Technological College (MTC) in Muscat, in the system engineering department’s offices. This project seeks to generate power for the building’s energy needs using solar photovoltaic panels and reduce energy consumption within the office using a PIR-based automation system. The results demonstrate that after the breakeven point (the time it takes to recoup the initial investment), it can provide power to the building for another 17 years. The calculations and practical results presented in this study approve that the system is extremely helpful. 展开更多
关键词 smart building DESIGN Energy Consumption Solar Power Passive Infra Red Sensor
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Technical Design for Holistic Wireless Communication in Smart Buildings
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作者 Sean Rhys Jones Mark Gillott +2 位作者 Rabah Boukhanouf Gavin Walker David Tetlow 《Transactions of Nanjing University of Aeronautics and Astronautics》 EI CSCD 2018年第S1期81-87,共7页
This paper presents the design of a wireless building monitoring network implemented at the University of Nottingham's Creative Energy Homes test site.The network is installed in seven smart buildings with the aim... This paper presents the design of a wireless building monitoring network implemented at the University of Nottingham's Creative Energy Homes test site.The network is installed in seven smart buildings with the aim of holistically collecting energy data.Data will be used to inform a central control algorithm to optimise the energy flows between buildings,in turn promoting the smart cities concept.Sensors and meters measuring temperature,humidity,CO_2,heat energy,power,and stratified tank temperature are described.Furthermore,the communication protocols utilised are also discussed,which include wireless MBus and EnOcean.This paper also covers the methods used for ensuring the reliability of data signals and the system controls. 展开更多
关键词 smart CITIES smart buildINGS communication network buildING monitoring
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Energy Efficiency and Renewable Energy Technologies Using Smart Grids: Study Case on NIPE Building at UNICAMP Campus
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作者 M. D. Berni P. C. Manduca +2 位作者 S. V. Bajay J. T. V. Pereira J. T. Fantinelli 《Smart Grid and Renewable Energy》 2014年第8期193-197,共5页
In its broadest interpretation, the smart grid vision sees the future of power industry transformed by the introduction of intelligent two-way communications, ubiquitous metering and measurement. This enables much fin... In its broadest interpretation, the smart grid vision sees the future of power industry transformed by the introduction of intelligent two-way communications, ubiquitous metering and measurement. This enables much finer control of energy flows and the integration and efficient use of renewable forms of energy, energy efficiency methodologies and technologies, as well as many other advanced technologies, techniques and processes that wouldn’t have been practicable until present. The smart grid vision also enables the creation of more reliable, more robust and more secure power supply infrastructure, and helps optimize the enormous investments required to build and operate the physical infrastructure required. The smart grid promises to revolutionize the electric power business that has been in place for the past 75 years. This work discusses the efficiency, targeted at the consumer units of electricity, with a view to sustainability and potential for technological innovation. The issue is addressed from two perspectives: the systems for generation and power distribution, and the design of a building “smart energy”. Because of the novelty of the subject in our country, the concepts presented and treated throughout this work come from material obtained at events and specialized sites on electric power system in Brazil and worldwide, being accompanied by information and data from NIPE’s building at University of Campinas’s campus case study in which it exemplifies the applicability of the techniques and recommended technologies. 展开更多
关键词 smart Grids ENERGY Efficiency RENEWABLE ENERGY smart buildING GENERATION and Distribution System Decentralized GENERATION
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Commercial Technologies for Advanced Light Control in Smart Building Energy Management Systems: A Comparative Study
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作者 Roufaida Laidi Djamel Djenouri Marc Ringel 《Energy and Power Engineering》 2019年第8期283-302,共20页
This work investigates the economic, social, and environmental impact of adopting different smart lighting architectures for home automation in two geographical and regulatory regions: Algiers, Algeria, and Stuttgart,... This work investigates the economic, social, and environmental impact of adopting different smart lighting architectures for home automation in two geographical and regulatory regions: Algiers, Algeria, and Stuttgart, Germany. Lighting consumes a considerable amount of energy, and devices for smart lighting solutions are among the most purchased smart home devices. As commercialized solutions come with variant features, we empirically evaluate through this study the impact of each one of the energy-related features and provide insights on those that have higher energy saving contribution. The study started by investigating the state-of-the-art of commercialized ICT-based light control solutions, which allowed the extraction of the energy-related features. Based on the outcomes of this study, we generated simulation scenarios and selected evaluations metrics to evaluate the impact of dimming, daylight harvesting, scheduling, and motion detection. The simulation study has been conducted using EnergyPlussimulation tool, which?enables fine-grained realistic evaluation. The results show that adopting smart lighting technologies have a payback period of few years and that the use of these technologies has positive economic and societal impacts, as well as on the environment by considerably reducing gas emissions. However, this positive contribution is highly sensitive to the geographical location, energy prices, and the occupancy profile. 展开更多
关键词 HOME AUTOMATION smart and SUSTAINABLE buildINGS IoT building Simulation Energy Efficiency
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A Review of Research Activities for the Perspective of a Smart Electricity Grid in Burkina Faso
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作者 Brice Junior Carmel Wendenda Ilboudo Ollé Michel Kam Raguilignaba Sam 《Smart Grid and Renewable Energy》 2025年第1期1-12,共12页
This review explores the research activities surrounding the development and integration of smart electricity grids in Burkina Faso, a landlocked and arid territory in West Africa and one of the poorest countries in t... This review explores the research activities surrounding the development and integration of smart electricity grids in Burkina Faso, a landlocked and arid territory in West Africa and one of the poorest countries in the world with significant energy challenges. It examines the current state of energy infrastructure in Burkina Faso, focusing on the integration of renewable energy sources, particularly solar photovoltaics. It highlights the role of smart grid technologies in enabling the efficient integration of renewable energy, improving grid stability and facilitating rural electrification. Additionally, the review addresses key challenges such as inadequate infrastructure, regulatory gaps and financial constraints that hinder the deployment of smart grids in the country. By analysing existing research and ongoing projects, this paper provides a comprehensive overview of the opportunities and barriers to implementing a smart electricity grid in Burkina Faso and offers recommendations for future development and policy frameworks. 展开更多
关键词 smart Grid smart building Decentralised Energy Production PHOTOVOLTAIC Renewable Energy
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Automated Smart Utilization of Background Lights and Daylight for Green Building Efficient and Economic Indoor Lighting Intensity Control
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作者 Muhammad M. A. S. Mahmoud 《Intelligent Control and Automation》 2021年第1期1-15,共15页
The ways which are used today in order to light houses, offices, and most of </span><span style="font-family:Verdana;">the </span><span style="font-family:Verdana;">indoor a... The ways which are used today in order to light houses, offices, and most of </span><span style="font-family:Verdana;">the </span><span style="font-family:Verdana;">indoor areas are inefficient as a lot of energy is consumed unnecessarily during the day time. Mainly this problem</span><span style="font-size:10pt;font-family:""> </span><span style="font-family:Verdana;">because the interior lighting design consider the worst case when the light service is at night, </span><span style="font-family:Verdana;">which</span><span style="font-family:Verdana;"> is not always valid. Also in most cases the lighting system design rel</span><span style="font-family:Verdana;">ies</span><span style="font-family:Verdana;"> on people to control the lights switching on and off. This problem is also one of the design concern</span><span style="font-family:Verdana;">s</span><span style="font-family:Verdana;"> in Green Building. In this paper, a solution to this problem and a method for people’s comfort who use the indoor facilities in industrial building</span><span style="font-family:Verdana;">s</span><span style="font-family:Verdana;"> is presented. In the proposed smart lighting system, lights switch on automatically when there is somebody in the room or in the occupied space and switch off when there is no occupancy. In addition to this known technique, adjustment of the brightness level of the lights will be possible via the personal computer or any other smart device. In this method, for the illumination level in the area, where is needed to be controlled for better energy saving, </span><span style="font-family:Verdana;">the </span><span style="font-family:Verdana;">light automatically is measured by </span><span style="font-family:Verdana;">the </span><span style="font-family:Verdana;">sensor and considering the amount of background lights coming from outside, automatically the brightness of lights is controlled to reach the preset level that determined for that room. By the means of this method, it is possible to provide better user comfort, avoid human forcedness to switch the light on and off, and hence effective energy sav</span><span style="font-family:Verdana;">ing</span><span style="font-family:Verdana;">. Arduino controller is used to build the controller and to demonstrate the results. Economic analysis was done to calculate the percentage of the energy saving that can be obtained by implementing the proposed smart lighting controller. As an outcome </span><span style="font-family:Verdana;">of </span><span style="font-family:Verdana;">the economic analysis, energy saving norm for an office with </span><span style="font-family:Verdana;">a </span><span style="font-family:Verdana;">standard size was calculated. 展开更多
关键词 Energy Saving Lighting Control smart Lighting Green buildings building Automation
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Intelligent Evaluation System of Industrial Heritage Museum Building Based on Completion and Use
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作者 Yunyang Zheng Xingyu Liu Tian Liu 《Journal of World Architecture》 2025年第4期126-132,共7页
This study investigates the application of smart building technology in museum architecture and proposes a corresponding evaluation system.It focuses on three main aspects:first,the integration of smart building techn... This study investigates the application of smart building technology in museum architecture and proposes a corresponding evaluation system.It focuses on three main aspects:first,the integration of smart building technologies in museum facilities,including power supply and distribution,security,and intelligent monitoring systems,which capable to enhance operational efficiency and user experience;second,the role of architectural design in exhibition layout,HVAC systems,and energy-saving measures to optimize energy use and environmental adaptability;and third,the use of information technologies like data management and virtual displays to improve museum management and service quality.The study aims to develop a scientific evaluation framework to assist decision-makers and architects in effectively assessing and selecting smart technologies for museum buildings.By optimizing design and operations,this approach seeks to enhance exhibition quality,resource utilization,and visitor satisfaction,thereby promoting the advancement of the museum industry. 展开更多
关键词 smart building smart museum Research on evaluation system Industrial heritage
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Development of a First Prototype of a Liquid-Shaded Dynamic Glazed Facade for Buildings
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作者 Marco Cecchi 《Journal of Civil Engineering and Architecture》 2025年第6期296-304,共9页
This paper will report on the development of a prototype of actively controlled facade module,which is capable of adapting its solar transmittance to changeable solar gains.Hence this new facade offers additional feat... This paper will report on the development of a prototype of actively controlled facade module,which is capable of adapting its solar transmittance to changeable solar gains.Hence this new facade offers additional features with respect to the most popular currently used glass facades,which have fixed solar transmittance indeed.The novel technology is made possible by the creation of an additional 1.5-mm-thick sliding shielding liquid,which flows internally,in order to dynamically adapt the window’s solar transmittance.As compared with competitive technologies,this shielding system has low manufacturing costs,is durable,is completely reversible and always transparent,irrespective of its transmittance state.Specifically,the manufacture of a full-size window prototype and the engineering of the window was carried out;moreover,glass pane bending when subject to hydrostatic pressure was eventually assessed.All this information has been used to set up the industrial process needed for its manufacturing. 展开更多
关键词 Active solar control liquid shading window smart buildings
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Renewable energy finance,policy,and building energy technologies:trends,case studies,and innovations in North America
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作者 Christian K.Ezealigo Precious O.Ezealigo 《Global Energy Interconnection》 2025年第6期969-981,共13页
This paper analyzes North American shifts in renewable energy finance and building energy technologies from 2022 to 2025.Fueled by net-zero targets and policy incentives,clean energy investment now surpasses fossil fu... This paper analyzes North American shifts in renewable energy finance and building energy technologies from 2022 to 2025.Fueled by net-zero targets and policy incentives,clean energy investment now surpasses fossil fuel spending.We examine key financial tools—green bonds,corporate power purchase agreements(PPAs),public-private partnerships,and tax credits—and parallel advances in smart meters,grid-interactive efficient buildings,battery storage,heat pumps,and net-zero construction.Through case studies of municipal retrofit financing,integrated smart homes,and net-zero campuses,we illustrate emerging finance-technology-policy ecosystems poised to accelerate the energy transition and bolster climate resilience. 展开更多
关键词 Renewable energy finance Green bonds Power purchase agreements(PPAs) Public-private partnerships(PPPs) smart buildings Gridinteractive efficient buildings(GEBs)
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复杂系统视角下数字领域“smart”概念的国际标准化共识构建及应用 被引量:1
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作者 安小米 张红卫 +2 位作者 魏玮 黄婕 张晖 《信息资源管理学报》 CSSCI 2024年第3期31-41,共11页
进入数字时代,伴随大数据和人工智能技术快速发展和普遍应用,带有“smart”的指称不断涌现,然而关于“smart”概念的认知尚缺少跨领域和跨国际标准组织的标准化共识构建研究。采用ISO 704:2022的概念构建原则和方法,基于复杂系统论视角... 进入数字时代,伴随大数据和人工智能技术快速发展和普遍应用,带有“smart”的指称不断涌现,然而关于“smart”概念的认知尚缺少跨领域和跨国际标准组织的标准化共识构建研究。采用ISO 704:2022的概念构建原则和方法,基于复杂系统论视角,对数字领域国际标准定义中涉及“smart”的概念特征进行了识别。基于跨领域国际标准组织专家的研讨、问卷调查和国际共识构建,提出了适应于复杂系统数字领域“smart”的通用概念,并将其用于指导《智慧城市城市智能服务体系构建指南》国家标准的制定过程。该研究对推进国家标准和国际标准兼容具有重要战略意义。 展开更多
关键词 smart”概念 smart”定义 smart”特征 标准化共识构建 国际标准
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图书馆AI能力建设:趋势、挑战与需求
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作者 刘炜 张春景 嵇婷 《四川图书馆学报》 2026年第1期1-8,共8页
随着以大语言模型为代表的生成式AI技术席卷全球,图书馆作为知识传承与信息服务的核心机构,正面临着深刻的范式转型。文章系统性探讨了图书馆AI能力建设的宏观趋势、主要挑战与需求框架。首先,梳理当前全球图书馆界在AI应用方面的实践现... 随着以大语言模型为代表的生成式AI技术席卷全球,图书馆作为知识传承与信息服务的核心机构,正面临着深刻的范式转型。文章系统性探讨了图书馆AI能力建设的宏观趋势、主要挑战与需求框架。首先,梳理当前全球图书馆界在AI应用方面的实践现状,揭示了在技术快速进步下行业普遍存在的“能力鸿沟”和“战略落差”。接着,通过比较国际图书馆协会联合会、研究图书馆协会和美国图书馆协会等权威组织发布的AI原则与框架,阐明这些指导性文件共同构建了涵盖全球政策、机构伦理和专业能力的多层次治理生态,总结图书馆AI能力建设的趋势。在此基础上,归纳了图书馆推进AI能力建设过程中所面临的技术与资源、伦理与法律以及组织与文化三个维度的核心挑战,并揭示这些挑战如何相互交织形成阻碍创新的“恶性循环”。最后,基于上述分析构建了涵盖机构、馆员和用户三层面的AI能力建设需求框架,并通过模型直观呈现各层面的协同关系,旨在为图书馆从容应对AI时代的挑战、制定建设策略提供理论参考和实践指引。 展开更多
关键词 图书馆 人工智能 能力建设 馆员胜任力 伦理治理 智慧图书馆
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Cement-Based Thermoelectric Materials, Devices and Applications
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作者 Wanqiang Li Chunyu Du +1 位作者 Lirong Liang Guangming Chen 《Nano-Micro Letters》 2026年第1期750-781,共32页
Cement stands as a dominant contributor to global energy consumption and carbon emissions in the construction industry.With the upgrading of infrastructure and the improvement of building standards,traditional cement ... Cement stands as a dominant contributor to global energy consumption and carbon emissions in the construction industry.With the upgrading of infrastructure and the improvement of building standards,traditional cement fails to reconcile ecological responsibility with advanced functional performance.By incorporating tailored fillers into cement matrices,the resulting composites achieve enhanced thermoelectric(TE)conversion capabilities.These materials can harness solar radiation from building envelopes and recover waste heat from indoor thermal gradients,facilitating bidirectional energy conversion.This review offers a comprehensive and timely overview of cementbased thermoelectric materials(CTEMs),integrating material design,device fabrication,and diverse applications into a holistic perspective.It summarizes recent advancements in TE performance enhancement,encompassing fillers optimization and matrices innovation.Additionally,the review consolidates fabrication strategies and performance evaluations of cement-based thermoelectric devices(CTEDs),providing detailed discussions on their roles in monitoring and protection,energy harvesting,and smart building.We also address sustainability,durability,and lifecycle considerations of CTEMs,which are essential for real-world deployment.Finally,we outline future research directions in materials design,device engineering,and scalable manufacturing to foster the practical application of CTEMs in sustainable and intelligent infrastructure. 展开更多
关键词 Functional cement Thermoelectric materials Device structure smart building
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智慧建筑中给排水系统与环境监测联动控制技术应用
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作者 贾明 马凤英 +2 位作者 赵强 施宗莉 韩霞 《现代工业工程》 2026年第2期208-211,共4页
随着智慧城市建设,智慧建筑作为城市“洋”规格的要求加高,给排水系统是智慧建筑的重要组成之一。给排水系统要尽可能实现节能化、服务环境化。本文首先论述智慧建筑中给排水和环境监测联动控制技术的应用,侧重讨论联动控制技术实现原... 随着智慧城市建设,智慧建筑作为城市“洋”规格的要求加高,给排水系统是智慧建筑的重要组成之一。给排水系统要尽可能实现节能化、服务环境化。本文首先论述智慧建筑中给排水和环境监测联动控制技术的应用,侧重讨论联动控制技术实现原理联动数据采集层、传输层、处理层、控制层的原理;联动控制技术应用在给排水水质变化控制、给排水给水量可变控制、给排水泄露预测等方面的应用要点,结合一定的传感器测量精度数据、功能、能耗相关数据分析该部分技术应用效果;最后谈对目前技术应用效果差,路子偏窄之处。智慧建筑中给排水和环境监测联动控制技术可以降掉给排水系统能耗18%—25%,给排水水质达标率99.2%,达到智慧建筑更加低碳化、便利化的目标。 展开更多
关键词 智慧建筑 给排水系统 环境监测 联动控制 能耗优化
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建筑智能化下的博物馆建设及运行管理实践——以中山大学博物馆为例
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作者 孙畅 《智能建筑与智慧城市》 2026年第1期163-166,共4页
博物馆作为功能场景复杂的公共文化建筑,其智能化建设面临空间多样性、环境控制高标准与安防严要求等特殊挑战。本研究以中山大学博物馆建设项目为例,探讨建筑智能化技术在博物馆运行管理中的集成应用实践。项目通过顶层设计与长远规划... 博物馆作为功能场景复杂的公共文化建筑,其智能化建设面临空间多样性、环境控制高标准与安防严要求等特殊挑战。本研究以中山大学博物馆建设项目为例,探讨建筑智能化技术在博物馆运行管理中的集成应用实践。项目通过顶层设计与长远规划,构建了高度集成的智能化管理平台,实现了对建筑内机电设备、安防消防设备等的统一管理;依托能耗监测与环境监测等系统的有机融合,基于物联网与大数据技术,平台突破传统系统孤岛限制,实现设备联动控制与数据深度共享,显著提升了运行管理效率与决策水平,对推动智慧博物馆建设具有重要意义。 展开更多
关键词 智慧博物馆 建筑智能化 系统集成 数据共享 运行管理
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“平急两用”建筑产品的模块化设计与环境智能技术体系构建
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作者 李佳音 项星玮 +2 位作者 刘畅 高杨 陈华周 《华中建筑》 2026年第1期11-14,共4页
“平急两用”建筑产品是公共基础设施中偏向小型建筑预制单元的类型,其设计理念与策略具有独特性。该文针对这种独特性阐述“平急两用”建筑产品的功能快速转换、应急资源与服务供给等两项内涵以及老旧小区、体育馆、学校、景区等四种... “平急两用”建筑产品是公共基础设施中偏向小型建筑预制单元的类型,其设计理念与策略具有独特性。该文针对这种独特性阐述“平急两用”建筑产品的功能快速转换、应急资源与服务供给等两项内涵以及老旧小区、体育馆、学校、景区等四种典型应用场景,解析其以“通用—专用”模块整合为核心的模块化设计方法;在此基础上,结合人工智能并围绕平台架构,探讨“平急两用”建筑产品其环境智能技术体系的构建方式。研究既能为“平急两用”公共基础设施的建设提供参考,也能为建筑预制单元的设计以及人工智能的融入提供思路。 展开更多
关键词 “平急两用”建筑产品 模块化设计 环境智能 人工智能 智能建造
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