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Discovery of fernane-type triterpenoids from Diaporthe discoidispora using genome mining and HSQC-based SMART technology 认领 引用
1
作者 Yajing Wang Yongfu Li +5 位作者 Yan Dong Chunyan Yu Chengwei Liu Chang Li Yi Sun Yuehu Pei 《Chinese Journal of Natural Medicines》 SCIE CAS CSCD 2025年第3期368-376,共9页
In this study,we employed a combination of genome mining and heteronuclear single quantum coherence(HSQC)-based small molecule accurate recognition technology(SMART)technology to search for fernane-type triterpenoids.... In this study,we employed a combination of genome mining and heteronuclear single quantum coherence(HSQC)-based small molecule accurate recognition technology(SMART)technology to search for fernane-type triterpenoids.Initially,potential endophytic fungi were identified through genome mining.Subsequently,fine fractions containing various fernane-type triterpenoids were selected using HSQC data collection and SMART prediction.These triterpenoids were then obtained through targeted isolation and identification.Finally,their antifungal activity was evaluated.As a result,three fernane-type triterpenoids,including two novel compounds,along with two new sesquiterpenes and four known compounds were isolated from one potential strain,Diaporthe discoidispora.Their structures were elucidated through analysis of high-resolution electrospray ionization mass spectrometry(HR-ESI-MS)and nuclear magnetic resonance(NMR)spectroscopic data.The absolute configurations were determined using single-crystal X-ray diffraction analysis and electron capture detector(ECD)analysis.Compound 3 exhibited moderate antifungal activity against Candida albicans CMCC 98001 and Aspergillus niger. 展开更多
关键词 Fernane Triterpenoid Genome mining SMART technology Endophytic fungi Diaporthe discoidispora
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Smart Technology for “Clean Your Plate” Campaign against Wasting Food in University Canteens 认领 引用
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作者 Lai Wei 《Journal of Computer and Communications》 2022年第6期165-176,共12页
Food security is becoming increasingly prominent due to the impact of the COVID-19 and extreme weathers. The Smart Project for “Clean Your Plate” Campaign has been designed and implemented to address food waste on c... Food security is becoming increasingly prominent due to the impact of the COVID-19 and extreme weathers. The Smart Project for “Clean Your Plate” Campaign has been designed and implemented to address food waste on campus. The project takes advantage of technologies such as IoT, dynamic QR code, and visual recognition. Smart devices for clear plate recognition can be installed in multiple locations in campus cafeterias and canteens. Users can login onto a public account and a Mini Program for points reward, exchange and sale. Combining offline clear plate recognition and online points exchange, the project encourages food saving and reduces human cost for university canteens. 展开更多
关键词 “Clean Your Plate” Campaign Food Conservation Smart Technology
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Application of Smart Management Technology in Municipal Engineering 认领 引用
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作者 Zhenhua Li Yu Zhang 《Journal of Architectural Research and Development》 2026年第3期25-31,共7页
With the development of smart cities,the scale and quantity of municipal construction projects continue to increase,while construction techniques and technologies are constantly innovating.This has led to the gradual ... With the development of smart cities,the scale and quantity of municipal construction projects continue to increase,while construction techniques and technologies are constantly innovating.This has led to the gradual emergence of issues in traditional extensive municipal engineering management practices.The application of smart management technology enables comprehensive technological means to manage municipal engineering projects throughout their entire lifecycle,implementing precise control measures for each construction phase,thereby enhancing engineering management efficiency and quality.This article will analyze the connotation of smart management technology and explore its specific application methods in conjunction with various stages of municipal engineering.Finally,based on the current application status of smart technologies,corresponding suggestions will be proposed to promote the intelligent transformation of municipal engineering management. 展开更多
关键词 Smart management technology Municipal engineering BIM technology Digital twin model
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Smart technology applications for the optimal management of underground facilities 认领 引用 被引量：8
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作者 Isam Shahrour Hanbing Bian +1 位作者 Xiongyao Xie Zixin Zhang 《Underground Space》 SCIE EI CSCD 2021年第5期551-559,共9页
This study centers on the use of smart technology to improve the lifecycle management of underground facilities.It presents a comprehensive digital solution that addresses the challenges of underground facilities,part... This study centers on the use of smart technology to improve the lifecycle management of underground facilities.It presents a comprehensive digital solution that addresses the challenges of underground facilities,particularly those related to the extensive use of underground space,as well as the requirements for safety,sustainability,and quality of services.The proposed solution emerged from discussions with experts,companies,and cities involved in the design,construction,and management of underground facilities.In this paper,we first discuss the major challenges of underground facilities,then,we present the development of a smart solution to address these challenges.This study demonstrates a promising perspective for the use of smart technology in the optimal management of underground facilities,and paves the way for its implementation. 展开更多
关键词 Artificial intelligence Lifecycle Safety Smart city Maintenance Smart technology Underground facilities
6G smart fog radio access network: Architecture, key technologies, and research challenges 认领 引用 被引量：3
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作者 Lincong Zhang Mingyang Zhang +1 位作者 Xiangyu Liu Lei Guo 《Digital Communications and Networks》 SCIE EI CSCD 2025年第3期898-911,共14页
The 6G smart Fog Radio Access Network(F-RAN)is an integration of 6G network intelligence technologies and the F-RAN architecture.Its aim is to provide low-latency and high-performance services for massive access devic... The 6G smart Fog Radio Access Network(F-RAN)is an integration of 6G network intelligence technologies and the F-RAN architecture.Its aim is to provide low-latency and high-performance services for massive access devices.However,the performance of current 6G network intelligence technologies and its level of integration with the architecture,along with the system-level requirements for the number of access devices and limitations on energy consumption,have impeded further improvements in the 6G smart F-RAN.To better analyze the root causes of the network problems and promote the practical development of the network,this study used structured methods such as segmentation to conduct a review of the topic.The research results reveal that there are still many problems in the current 6G smart F-RAN.Future research directions and difficulties are also discussed. 展开更多
关键词 6G Smart technology Smart fog radio access network Artificial intelligence Non-orthogonal multiple access Reconfigurable intelligent surface
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Smart Technologies as Tools for Developing Sustainable Leadership Competencies in the Education System:A Conceptual Model and Directions for Empirical Validation 认领 引用
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作者 Valeriia Tarasenko 《Journal of Contemporary Educational Research》 2026年第3期177-185,共9页
Global environmental and socio-economic challenges have intensified the need to cultivate sustainable leadership competencies through educational systems.As education undergoes rapid digital transformation,smart techn... Global environmental and socio-economic challenges have intensified the need to cultivate sustainable leadership competencies through educational systems.As education undergoes rapid digital transformation,smart technologies-such as artificial intelligence,adaptive platforms,data analytics,and immersive learning environments-are increasingly integrated into teaching and learning processes.However,their role in fostering sustainable leadership competencies remains insufficiently theorized.This study develops a conceptual model in which smart technology integration contributes to the development of sustainable leadership competencies through a sequential mediation pathway:systems thinking,environmental responsibility,and strategic decision-making.In addition,institutional orientation toward sustainable development is proposed as a moderating factor that strengthens the relationship between smart technology integration and systems thinking.The article advances the literature by bridging research on digital transformation,sustainability,and leadership development within a unified theoretical framework.It also provides a foundation for future empirical validation using structural equation modeling(SEM)/PLS-SEM and offers practical guidance for the design of sustainability-oriented educational programs. 展开更多
关键词 Smart technologies Sustainable leadership Digital transformation of education Systems thinking Environmental responsibility Strategic decision-making Structural equation modeling(SEM)
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The Application of Smart Construction Technologies in Large-Scale and Complex Engineering Projects 认领 引用
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作者 DAN Wu 《外文科技期刊数据库（文摘版）工程技术》 2026年第5期016-020,共5页
As the construction industry undergoes digital and intelligent transformation, smart construction technology has become a key tool for enhancing management efficiency and construction productivity in large-scale compl... As the construction industry undergoes digital and intelligent transformation, smart construction technology has become a key tool for enhancing management efficiency and construction productivity in large-scale complex projects. This paper provides a comprehensive analysis of the overall application of smart construction technology in such projects. It examines the core components of this technology—including Building Information Modeling (BIM), Internet of Things (IoT), cloud computing, big data analytics, and artificial intelligence—and, considering the distinctive characteristics and management challenges associated with large-scale complex projects—such as their massive scale, high degree of technological integration, numerous stakeholders, and rapidly changing environments—it demonstrates the significant value and overall effectiveness of this technological framework in improving decision-making rigor, optimizing resource allocation, ensuring quality and safety, and achieving lean construction practices. 展开更多
关键词 Smart construction technology Large-scale complex projects Building Information Modeling (BIM) Internet of Things (IoT) Construction management
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Evolution of Smart Parks and Development of Park Information Modeling(PIM):Concept and Design Application 认领 引用 被引量：2
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作者 YANG Kaixian ZHEN Feng ZHANG Shanqi 《Chinese Geographical Science》 SCIE CSCD 2025年第5期982-998,共17页
With the development of smart cities and smart technologies,parks,as functional units of the city,are facing smart transformation.The development of smart parks can help address challenges of technology integration wi... With the development of smart cities and smart technologies,parks,as functional units of the city,are facing smart transformation.The development of smart parks can help address challenges of technology integration within urban spaces and serve as testbeds for exploring smart city planning and governance models.Information models facilitate the effective integration of technology into space.Building Information Modeling(BIM)and City Information Modeling(CIM)have been widely used in urban construction.However,the existing information models have limitations in the application of the park,so it is necessary to develop an information model suitable for the park.This paper first traces the evolution of park smart transformation,reviews the global landscape of smart park development,and identifies key trends and persistent challenges.Addressing the particularities of parks,the concept of Park Information Modeling(PIM)is proposed.PIM leverages smart technologies such as artificial intelligence,digital twins,and collaborative sensing to help form a‘space-technology-system’smart structure,enabling systematic management of diverse park spaces,addressing the deficiency in park-level information models,and aiming to achieve scale articulation between BIM and CIM.Finally,through a detailed top-level design application case study of the Nanjing Smart Education Park in China,this paper illustrates the translation process of the PIM concept into practice,showcasing its potential to provide smart management tools for park managers and enhance services for park stakeholders,although further empirical validation is required. 展开更多
关键词 smart park smart city Park Information Modeling(PIM) smart technology Building Information Modeling(BIM) City Information Modeling(CIM)
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The Present and Future of Smart Construction Technologies 认领 引用 被引量：1
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作者 Mirosław J.Skibniewski 《Engineering》 SCIE EI CSCD 2025年第1期21-23,共3页
1.Introduction The construction industry is undergoing a profound transformation,driven by the integration of advanced technologies that enhance productivity and economic efficiency [1].To date,smart or intelligent co... 1.Introduction The construction industry is undergoing a profound transformation,driven by the integration of advanced technologies that enhance productivity and economic efficiency [1].To date,smart or intelligent construction has been developing within the framework of Industry 4.0,with the collection of automation and information technologies intended to accomplish the objectives of this transformation being known as “Construction 4.0”[2]. 展开更多
关键词 Industry 4.0 Smart Construction Technologies
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Market Drivers in India’s Smart Grid:Responsibilities and Roles of Stakeholders 认领 引用 被引量：1
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作者 Abhay Sanatan Satapathy Suresh Kumar Sahoo +3 位作者 Asit Mohanty Yasser Fouad Manzoore Elahi Mohammad Soudagar Erdem Cuce 《Energy Engineering》 EI 2025年第1期101-128,共28页
The emergence of smart grids in India is propelled by an intricate interaction of market dynamics,regulatory structures,and stakeholder obligations.This study analyzes the primary factors that are driving the widespre... The emergence of smart grids in India is propelled by an intricate interaction of market dynamics,regulatory structures,and stakeholder obligations.This study analyzes the primary factors that are driving the widespread use of smart grid technologies and outlines the specific roles and obligations of different stakeholders,such as government entities,utility companies,technology suppliers,and consumers.Government activities and regulations are crucial in facilitating the implementation of smart grid technology by offering financial incentives,regulatory assistance,and strategic guidance.Utility firms have the responsibility of implementing and integrating smart grid infrastructure,with an emphasis on improving the dependability of the grid,minimizing losses in transmission and distribution,and integrating renewable energy sources.Technology companies offer the essential hardware and software solutions,which stimulate creativity and enhance efficiency.Consumers actively engage in the energy ecosystem by participating in demand response,implementing energy saving measures,and adopting distributed energy resources like solar panels and electric vehicles.This study examines the difficulties and possibilities in India’s smart grid industry,highlighting the importance of cooperation among stakeholders to build a strong,effective,and environmentally friendly energy future. 展开更多
关键词 Smart grid stakeholders smart grid technology market drivers
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Call for Papers Journal of Electronic Science and Technology Announcing a Special Issue on Smart Grid Technologies 认领 引用
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《Journal of Electronic Science and Technology》 CAS 2010年第2期188-188,共1页
Submission Deadline： 15 October 2010The electric industry is being transformed from a centralized network to one that is less centralized and allows more consumer interaction in the form of a smart grid. A smart grid... Submission Deadline： 15 October 2010The electric industry is being transformed from a centralized network to one that is less centralized and allows more consumer interaction in the form of a smart grid. A smart grid is a power transmission and distribution network that can incorporate millions of sensors all connected through an advanced, two-way communications and data acquisition system to provide real-time monitoring, diagnosis and control. Smart grid enables more efficient, reliable and secure energy service, facilitate grid-integration of renewable systems and energy storage, and better routing of power and demand management. The move to a smarter grid promises to change the industry＇s entire business model and its relationship with all stakeholders, involving and affecting power companies, regulators, energy service providers, technology and automation vendors, and all consumers of electric power. 展开更多
关键词 Grid Call for Papers Journal of Electronic Science and Technology Announcing a Special Issue on Smart Grid Technologies Email
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Special topic on smart sensing technologies for human physiology recognition 认领 引用
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作者 SHANG Yu 《Journal of Measurement Science and Instrumentation》 CAS CSCD 2025年第4期I0001-I0001,共1页
Noninvasive detection of human physiology plays a key role for diagnosis or therapeutic assessment of various diseases.In the past,many functional modalities,such as electrocardiograph(ECG),electroencephalogram(EEG),f... Noninvasive detection of human physiology plays a key role for diagnosis or therapeutic assessment of various diseases.In the past,many functional modalities,such as electrocardiograph(ECG),electroencephalogram(EEG),fluorescence microscope,and positron emission computed tomography(PETS)have been applied to clinic for probing human heart,brain waves or tissue metabolism,owing to rapid development in fields of electromagnetism,optics or particle physics.Nowadays,a few smart sensing technologies are emerging for human physiology detection in more wide range. 展开更多
关键词 noninvasive detection functional modalitiessuch positron emission computed tomography pets smart sensing technologies diagnosis therapeutic assessment particle physicsnowadaysa human physiology recognition electrocardiograph
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Research on Sino-foreign Cooperative Education from the Perspective of Smart Education 认领 引用
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作者 Cheng Aihua Eric Yaw 《数字人文与教育技术研究》 2025年第3期40-50,共11页
With the rapid internationalization of Chinese higher education,Sino-foreign cooperative education has emerged as a vital mode of educational collaboration,integrating foreign resources to foster talent with global pe... With the rapid internationalization of Chinese higher education,Sino-foreign cooperative education has emerged as a vital mode of educational collaboration,integrating foreign resources to foster talent with global perspectives.However,it faces challenges including teaching model adaptation,cultural differences,and resource integration.Smart education technologies,encompassing artificial intelligence,big data,cloud computing,and virtual reality,offer innovative solutions by enabling personalized teaching,intelligent management,and enhanced resource sharing.This study conducts a literature review to systematically examine the applications of smart education technologies in Sino-foreign cooperative education since 2010,focusing on their functions in teaching and learning,management and services,and quality assurance and evaluation.Findings reveal that these technologies improve teaching efficiency,learning outcomes,cross-cultural communication,and operational effectiveness.Nevertheless,challenges such as high technical barriers,data privacy concerns,and cultural adaptation persist.This study provides theoretical and practical insights for academia and practitioners,advocating for deeper technological integration,standardization,and interdisciplinary collaboration to advance the intelligent transformation and sustainable development of Sino-foreign cooperative education. 展开更多
关键词 Smart education technologies International cooperative education Sino-Foreign cooperative education
Multifunctionalized Immobilized Microalgae Technologies for Application in Advanced Environmental Remediation Systems 认领 引用
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作者 Zhaojie Zou Mengru Li +10 位作者 Shuai He Ziheng Zhou Jing Tian Binghui Cai Yi Lu Zhoujing Dai Xiaoyan Zhu Zhenlian Han Pei Liu Xiang Li Ligang Wang 《Transactions of Tianjin University》 EI CAS 2026年第1期36-63,共28页
Immobilized microalgae technologies(IMTs)involve the fixing of free-living microalgae onto specialized carriers through physical adsorption,chemical cross-linking,or biological interactions to enhance cell retention,m... Immobilized microalgae technologies(IMTs)involve the fixing of free-living microalgae onto specialized carriers through physical adsorption,chemical cross-linking,or biological interactions to enhance cell retention,metabolic stability,and stress resistance.These have emerged as multifunctional and sustainable platforms for environmental remediation,extending their applications beyond wastewater treatment to include soil and air purification.This review categorizes advanced IMT carriers into three major types:(1)inorganic engineered materials(e.g.,biochar-nanoparticle hybrids),(2)functionalized organic polymers(e.g.,pH-responsive hydrogels),and(3)bio-derived scaffolds(e.g.,fungal-algal and algal-bacterial consortia).They enhance microalgal retention,metabolic activity,and microalgal stress resistance,enabling the effective removal of nitrogen,phosphorus,heavy metals,organic pollutants,and airborne particulates across diverse environmental matrices.We highlight key cooperative mechanisms—such as extracellular polymeric substance(EPS)-mediated adhesion,quorum sensing,and metabolic synergy—that underpin pollutant removal and biomass stability.Particular emphasis is placed on integrating smart technologies,including magnetic microrobots,3D/4D-printed scaffolds,and AI-guided optimization,which improve the scalability,adaptability,and environmental responsiveness of IMT systems.By synthesizing the advances in materials science,microbial ecology,and environmental engineering,this review defines the future direction of research into IMTs as a next-generation bioengineering strategy for the integrated management of water,soil,and air pollution. 展开更多
关键词 Immobilized microalgal technologies Environmental remediation Smart technologies Bio-derived materials Water-soil-air systems
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Comparative study of objective visual quality between FS-LASIK and SMART in myopia 认领 引用 被引量：10
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作者 Yuan Wu Yue Huang +6 位作者 Shu-Han Wang Gui-Qin Wang Ao-Miao Yu Shao-Zhen Zhao Rui-Hua Wei Rui-Bo Yang Chen Zhang 《International Journal of Ophthalmology(English edition)》 SCIE CAS 2022年第3期502-509,共8页
AIM:To compare the changes in the objective visual quality of patients with low and moderate myopia postoperatively after transepithelial photorefractive keratectomy using the smart pulse technology(SMART)and femtosec... AIM:To compare the changes in the objective visual quality of patients with low and moderate myopia postoperatively after transepithelial photorefractive keratectomy using the smart pulse technology(SMART)and femtosecond laser in situ keratomileusis(FS-LASIK).METHODS:Corneal higher-order aberrations(HOAs),horizontal coma,vertical coma and spherical aberration were measured using Pentacam,and cutoff for modulation transfer function(MTF cutoff),objective scatter index(OSI)and Strehl ratio(SR)was measured using an optical quality analysis system(OQAS-II),before and after operation at 1,3,and 6 mo,and data were analyzed by repeated measurement two-way analysis of variance.RESULTS:The difference in uncorrected distance visual acuity between SMART and FS-LASIK was statistically significant only 1 wk postoperatively.Approximately 86.36%and 80.69%of patients with spherical equivalent(SE)in±0.50 D were observed in the SMART and FS-LASIK groups,respectively.No significant difference was observed in SE between the two groups(P=0.509).The HOAs increased postoperatively compared with those before surgery in both groups(P0.05).Corneal vertical coma andΔcorneal vertical coma in the FS-LASIK group were higher than those in the SMART group(P0.05).CONCLUSION:The HOAs increase and visual quality is delayed in both groups postoperatively,and the long-term objective visual quality after SMART is slightly better than that after FS-LASIK. 展开更多
关键词 myopia FS-LASIK higher-order aberrations visual quality smart pulse technology
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Role of Wireless Handheld Technology by Nurses in Healthcare Environment 认领 引用
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作者 Abdul Hafeez-Baig Raj Gururajan 《Computer Technology and Application》 2012年第8期550-557,共8页
One of the emerging technologies is wireless handheld technology. Implication of these devices is enormous for business community and healthcare domain is not an exception to this phenomena. This research paper provid... One of the emerging technologies is wireless handheld technology. Implication of these devices is enormous for business community and healthcare domain is not an exception to this phenomena. This research paper provides some useful findings about the use of PDA＇s in the healthcare environment through actual usage of PDA in the healthcare ward. A qualitative and quantitative approach is adopted to explore these phenomena due to the exploratory nature of the research. Findings of this study identify some of the motivators and issues associated with the wireless handheld technology in healthcare environment. Furthermore, it is also found that these wireless handheld devices can help to improve the quality of care through better decision making processes. This study is limited to only one sate of Australian and further research is needed to see the implication of the findings to wider community and other domains in the Australian environment. 展开更多
关键词 Smart technology ICT （information and communication technology） wireless handheld devices healthcare adoption andactual use decision.
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Analysis of the Stakeholder Engagement in the Deployment of Renewables and Smart Grid Technologies 认领 引用 被引量：1
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作者 Valeriia Vereshchagina Mario Gstrein Bernd Teufel 《Journal of Electronic Science and Technology》 EI CAS CSCD 2015年第3期221-228,共8页
The implementation of higher shares of renewables in a global energy mix has to be accompanied by simultaneous deployment of enabling smart grid technologies （SGTs）. This combination will inevitably lead to a revolu... The implementation of higher shares of renewables in a global energy mix has to be accompanied by simultaneous deployment of enabling smart grid technologies （SGTs）. This combination will inevitably lead to a revolutionary change in a conventional energy system, particularly, the shifting role of consumers to prosnmers. But resistance may arise from such a dramatic shift, since it is associated with high uncertainty in conjunction with increasing responsibilities of all stakeholders, the urgent need of effective control, and the development of a process. To ensure the positive influence, coherent actions of all players, and appropriate treatment of the spots of resistance, the analysis of the interplay between key stakeholders has been done. The paper introduces the framework for stakeholders＇ analysis, applies it on the European Union （EU） example, and provides recommendations to reduce the resistance of SGTs deployment. 展开更多
关键词 Communication strategy crowd energy renewable energy smart grid technologies stakeholder analysis.
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Application and Development of Intelligent Technology in High Speed Railway Signal System 认领 引用
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作者 ZHANG Gong LI Changsheng 《外文科技期刊数据库（文摘版）工程技术》 2021年第10期812-814,共3页
Signal system plays an important role in railway transportation. It is the core equipment and main control system of railway transportation system. In railway transportation, the quality of signal control is directly ... Signal system plays an important role in railway transportation. It is the core equipment and main control system of railway transportation system. In railway transportation, the quality of signal control is directly related to the safety and transportation efficiency of train operation. With the development of information technology, the existing railway operation system has been unable to meet the needs of train operation, so it is necessary to use intelligent monitoring technology to improve the railway signal system, in order to strengthen the quality of signal equipment. In order to better understand the operating state of signal equipment, this paper focuses on the application and development of high-speed railway signal system intelligent technology. 展开更多
关键词 high-speed railway signal system smart technology
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Developing Healthcare Infrastructure in Saudi Arabia Using Smart Technologies: Challenges and Opportunities 认领 引用 被引量：1
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作者 Amani Uraif 《Communications and Network》 2024年第3期51-73,共23页
This study aims to explore the challenges and opportunities associated with developing healthcare infrastructure in Saudi Arabia through the implementation of smart technologies. The healthcare sector in Saudi Arabia ... This study aims to explore the challenges and opportunities associated with developing healthcare infrastructure in Saudi Arabia through the implementation of smart technologies. The healthcare sector in Saudi Arabia is undergoing significant transformation, and the integration of smart technologies has the potential to revolutionize healthcare delivery, improve patient outcomes, and enhance the overall healthcare experience. However, several challenges need to be addressed in order to fully leverage the benefits of smart technologies in healthcare infrastructure development. This research identifies and analyzes these challenges while also highlighting the opportunities that arise from the adoption of smart technologies in the Saudi Arabian healthcare system. The findings contribute to the understanding of the current state of healthcare infrastructure in Saudi Arabia and provide insights into the strategies and policies required to overcome challenges and maximize the benefits of smart technologies in healthcare. 展开更多
关键词 Healthcare Infrastructure Saudi Arabia Smart Technologies Challenges Opportunities
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Special Section on Smart Grid Technologies 认领 引用
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作者 Darmawan Sutanto 《Journal of Electronic Science and Technology》 CAS 2011年第1期1-2,共2页
The electric industry is being transformed from acentralized network to one that is less centralized andallows more consumer interaction in the form of a smart grid.
关键词 Grid Special Section on Smart Grid Technologies IEEE more mode
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