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A Cloud-Based Distributed System for Story Visualization Using Stable Diffusion
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作者 Chuang-Chieh Lin Yung-Shen Huang Shih-Yeh Chen 《Computers, Materials & Continua》 2026年第2期1751-1769,共19页
With the rapid development of generative artificial intelligence(GenAI),the task of story visualization,which transforms natural language narratives into coherent and consistent image sequences,has attracted growing r... With the rapid development of generative artificial intelligence(GenAI),the task of story visualization,which transforms natural language narratives into coherent and consistent image sequences,has attracted growing research attention.However,existing methods still face limitations in balancing multi-frame character consistency and generation efficiency,which restricts their feasibility for large-scale practical applications.To address this issue,this study proposes a modular cloud-based distributed system built on Stable Diffusion.By separating the character generation and story generation processes,and integratingmulti-feature control techniques,a cachingmechanism,and an asynchronous task queue architecture,the system enhances generation efficiency and scalability.The experimental design includes both automated and human evaluations of character consistency,performance testing,and multinode simulation.The results show that the proposed system outperforms the baseline model StoryGen in both CLIP-I and human evaluation metrics.In terms of performance,under the experimental environment of this study,dual-node deployment reduces average waiting time by approximately 19%,while the four-node simulation further reduces it by up to 65%.Overall,this study demonstrates the advantages of cloud-distributed GenAI in maintaining character consistency and reducing generation latency,highlighting its potential value inmulti-user collaborative story visualization applications. 展开更多
关键词 Stable diffusion story visualization generativeAI distributed computing cloud-based system character consistency
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Intelligent Spectrum Management Based on Radio Map for Cloud-Based Satellite and Terrestrial Spectrum Shared Networks 被引量:7
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作者 Ximu Zhang Min Jia +1 位作者 Xuemai Gu Qing Guo 《China Communications》 SCIE CSCD 2021年第12期108-118,共11页
Cloud-based satellite and terrestrial spectrum shared networks(CB-STSSN)combines the triple advantages of efficient and flexible net-work management of heterogeneous cloud access(H-CRAN),vast coverage of satellite net... Cloud-based satellite and terrestrial spectrum shared networks(CB-STSSN)combines the triple advantages of efficient and flexible net-work management of heterogeneous cloud access(H-CRAN),vast coverage of satellite networks,and good communication quality of terrestrial networks.Thanks to the complementary coverage characteristics,any-time and anywhere high-speed communications can be achieved to meet the various needs of users.The scarcity of spectrum resources is a common prob-lem in both satellite and terrestrial networks.In or-der to improve resource utilization,the spectrum is shared not only within each component but also be-tween satellite beams and terrestrial cells,which intro-duces inter-component interferences.To this end,this paper first proposes an analytical framework which considers the inter-component interferences induced by spectrum sharing(SS).An intelligent SS scheme based on radio map(RM)consisting of LSTM-based beam prediction(BP),transfer learning-based spec-trum prediction(SP)and joint non-preemptive prior-ity and preemptive priority(J-NPAP)-based propor-tional fair spectrum allocation is than proposed.The simulation result shows that the spectrum utilization rate of CB-STSSN is improved and user blocking rate and waiting probability are decreased by the proposed scheme. 展开更多
关键词 cloud-based satellite and terrestrial spec-trum shared networks spectrum management inter-ference analysis spectrum utilization rate
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An Algorithm for Cloud-based Web Service Combination Optimization Through Plant Growth Simulation 被引量:1
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作者 Li Qiang Qin Huawei +1 位作者 Qiao Bingqin Wu Ruifang 《系统仿真学报》 北大核心 2025年第2期462-473,共12页
In order to improve the efficiency of cloud-based web services,an improved plant growth simulation algorithm scheduling model.This model first used mathematical methods to describe the relationships between cloud-base... In order to improve the efficiency of cloud-based web services,an improved plant growth simulation algorithm scheduling model.This model first used mathematical methods to describe the relationships between cloud-based web services and the constraints of system resources.Then,a light-induced plant growth simulation algorithm was established.The performance of the algorithm was compared through several plant types,and the best plant model was selected as the setting for the system.Experimental results show that when the number of test cloud-based web services reaches 2048,the model being 2.14 times faster than PSO,2.8 times faster than the ant colony algorithm,2.9 times faster than the bee colony algorithm,and a remarkable 8.38 times faster than the genetic algorithm. 展开更多
关键词 cloud-based service scheduling algorithm resource constraint load optimization cloud computing plant growth simulation algorithm
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Cloud-Based Deep Learning for Real-Time URL Anomaly Detection: LSTM/GRU and CNN/LSTM Models
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作者 Ayman Noor 《Computer Systems Science & Engineering》 2025年第1期259-286,共28页
Precisely forecasting the performance of Deep Learning(DL)models,particularly in critical areas such as Uniform Resource Locator(URL)-based threat detection,aids in improving systems developed for difficult tasks.In c... Precisely forecasting the performance of Deep Learning(DL)models,particularly in critical areas such as Uniform Resource Locator(URL)-based threat detection,aids in improving systems developed for difficult tasks.In cybersecurity,recognizing harmful URLs is vital to lowering risks associated with phishing,malware,and other online-based attacks.Since it directly affects the model’s capacity to differentiate between benign and harmful URLs,finding the optimum mix of hyperparameters in DL models is a significant difficulty.Two commonly used architectures for sequential and spatial data processing,Long Short-Term Memory(LSTM)/Gated Recurrent Unit(GRU)and Convolutional Neural Network(CNN)/Long Short-Term Memory(LSTM)models are targeted in this study to have higher predictive capacity by modifying crucial hyperparameters such as learning rate,batch size,and dropout rate using cloud capability.Research finds the best settings for the models by testing 50 dropout rates(between 0.1 and 0.5)with different learning rates and batch sizes.Performances were measured in the form of accuracy,precision,recall,F1-score,and errors such as Mean Absolute Error(MAE),Mean Squared Error(MSE),Root Mean Squared Error(RMSE)and Mean Absolute Percent Error(MAPE).In our results,CNN/LSTM performed better often than LSTM/GRU,with up to 10%better F1-score and much lower MAPE when the learning rate was 0.001 and the dropout rate was 0.2.These results show the value of fine-tuning hyperparameters to increase model performance and reduce errors.Higher on many of the parameters,CNN/LSTM architecture became obvious as the more trustworthy one.It also discussed the importance of DL in enhancing URL attack detection mechanisms to provide increased accuracy and precision for real-world cybersecurity. 展开更多
关键词 cloud-based anomaly detection focal loss dynamic threshold tuning LSTM GRU CNN
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Prospects and Challenges of 5G Technology in Cloud-Based Control of Industrial Robots
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作者 Zhou Yang 《信息工程期刊(中英文版)》 2025年第2期7-10,共4页
The integration of 5G technology with cloud-based control systems in industrial robots holds significant promise for the future of industrial automation.With its ultra-low latency,high data transfer speeds,and massive... The integration of 5G technology with cloud-based control systems in industrial robots holds significant promise for the future of industrial automation.With its ultra-low latency,high data transfer speeds,and massive connectivity,5G is poised to revolutionize real-time communication and coordination in manufacturing environments.This paper explores the prospects and challenges of applying 5G technology in industrial robots,focusing on cloud-based control systems that enable scalable,flexible,and efficient operations.Key advantages of 5G,including improved communication speed,enhanced real-time control,scalability,and predictive maintenance capabilities,are discussed.However,the transition to 5G also presents challenges,such as network reliability,security concerns,integration with legacy systems,and high implementation costs.The paper also examines case studies in the automotive,electronics,and aerospace industries,providing real-world examples of 5G adoption in industrial automation.The conclusion highlights key insights and outlines potential research directions for overcoming existing barriers and fully realizing the potential of 5G technology in industrial robot control. 展开更多
关键词 5G Technology Industrial Robots cloud-based Control AUTOMATION Predictive Maintenance Real-Time Communication
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Eco-Driven Leadership in Pharmaceutical Industry:The Impact of Knowledge Sharing,Innovation,and Shared Vision on Environmental Performance
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作者 Mohammad Nurul Alam Mohamedelhassan.O.A.Babiker +3 位作者 Fariza Hashim Md.Abu Issa Gazi Hammad S.Alotaibi Zainun Mustafa 《Journal of Environmental & Earth Sciences》 2025年第5期49-71,共23页
Corporate environmental sustainability has become a critical concern,particularly in resource-intensive industries such as pharmaceuticals,where regulatory pressures and stakeholder expectations continue to rise.Despi... Corporate environmental sustainability has become a critical concern,particularly in resource-intensive industries such as pharmaceuticals,where regulatory pressures and stakeholder expectations continue to rise.Despite increasing attention to green leadership,limited research has explored how environmentally responsible leadership(ERL)influences corporate environmental performance(CEP)through employee-driven sustainability behaviors.This study addresses this gap by examining the mediating roles of green knowledge-sharing behavior(GKSB),green innovative behavior(GIB),and voluntary green behavior(VGB),as well as the moderating role of green shared vision(GSV)in the ERL-CEP relationship.The study is grounded in Resource-Based View(RBV),Knowledge-Based View(KBV),Environmental-Based View(EBV),and Triple Bottom Line(TBL)theories,which collectively explain how leadership-driven sustainability efforts create long-term competitive advantages,drive environmental responsibility,and balance economic,social,and environmental sustainability.A quantitative research design was employed,using survey data from 384 employees in Bangladesh’s pharmaceutical sector.Data were analyzed using Partial Least Squares Structural Equation Modeling(PLS-SEM)in Smart-PLS 4.0 to assess direct,indirect,and moderating effects.The results confirm that ERL has a significant positive impact on CEP,with GKSB,GIB,and VGB acting as mediators,while GSV strengthens the ERL-CEP relationship.This study provides novel empirical evidence on the mechanisms linking green leadership to corporate sustainability,extending the application of RBV,KBV,EBV,and TBL to leadership-driven environmental management.The findings emphasize the importance of leadership training programs,sustainability-focused organizational cultures,and shared environmental visions.Policymakers should consider incentives for companies adopting ERL practices,ensuring that sustainability becomes a strategic,rather than compliance-driven,priority.This study contributes to leadership and sustainability literature by offering a comprehensive framework for integrating ERL into corporate governance and environmental strategies. 展开更多
关键词 Environmentally Responsible Leadership Corporate Environmental Performance Green Knowledge sharing Green Innovation Behavior Green Voluntary Behaviour Green-Shared Vision
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Sharing Development Opportunities--Scholars and officials call for promoting all-weather China-Africa community with a shared future for the new era
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作者 ZHONG FEI 《ChinAfrica》 2025年第6期40-43,共4页
At the 2024 Beijing Forum on China-Africa Cooperation(FOCAC)held in September last year,Chinese President Xi Jinping proposed that the overall characterisation of China-Africa relations be elevated to an all-weather C... At the 2024 Beijing Forum on China-Africa Cooperation(FOCAC)held in September last year,Chinese President Xi Jinping proposed that the overall characterisation of China-Africa relations be elevated to an all-weather China-Africa community with a shared future for the new era.“This declaration affirms,whether faced with pandemic or geopolitical shifts,Africa and China will still remain each other’s most trustworthy true partners,”said Inkosi Mzamo Buthelezi,South Africa’s minister of public service and administration. 展开更多
关键词 shared future all weather China Africa community cooperation FOCAC pandemic geopolitical shifts new era China Africa relations
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癌痛针刺临床试验中假针刺设置及基于SHARE清单的报告情况
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作者 吕笑颜 刘晓玉 +3 位作者 张贺 张浩然 陈波 闫世艳 《中国中医药信息杂志》 2026年第1期20-28,共9页
目的 明确癌痛随机对照试验(RCTs)中假针刺对照的设置和报告情况,使用《针刺临床试验中假针刺对照报告指南与清单》(SHARE)评价假针刺报告情况,为研究设计中的假针刺设置和报告提供参考。方法 通过主题词和自由词结合的方式,检索PubMed... 目的 明确癌痛随机对照试验(RCTs)中假针刺对照的设置和报告情况,使用《针刺临床试验中假针刺对照报告指南与清单》(SHARE)评价假针刺报告情况,为研究设计中的假针刺设置和报告提供参考。方法 通过主题词和自由词结合的方式,检索PubMed、Embase、Cochrane Library、Web of Science、中国期刊全文数据库、中国生物医学文献服务系统、维普中文期刊服务平台、万方数据知识服务平台建库至2024年12月31日相关文献,纳入假针刺对照的癌痛RCT研究,并使用SHARE清单评价纳入研究的假针刺报告情况。结果 共纳入30篇文献,其中英文17篇、中文13篇。刺入类假针刺设置包括同干预组穴位刺入(1篇,3.33%)、同干预组穴位不刺入(7篇,23.33%)、非穴浅刺(4篇,13.33%)、非穴不刺入(4篇,13.33%);非刺入类假针刺设置包括同干预组穴位弱刺激(3篇,10.00%)和同干预组穴位无刺激(11篇,36.67%)。中文文献报告率100%的条目3个,报告率高于50%的条目3个,报告率为0%的条目5个,其余8个条目报告率不足50%。英文文献报告率100%的条目2个,报告率高于50%的条目5个,报告率为0%的条目2个,其余10个条目报告率不足50%。结论 目前,癌痛针刺临床试验中假针刺设置形式多样,报告尚不够全面,需要对假针刺对照细节进行全面、清晰、规范的报告,以提高研究的可靠性和可重复性。 展开更多
关键词 癌症相关性疼痛 针刺 随机对照试验 假针刺 SHARE清单
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SEEKING SHARED PROSPERITY Dialogue on Building a China-Laos Community with a Shared Future held in Vientiane
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作者 Gao Yuan 《China Report ASEAN》 2026年第3期46-47,共2页
On February 5, the Dialogue on Building a China-Laos Community with a Shared Future, themed “Focusing on the ‘Action Plan,’ Creating a Better Future Together,” took place in Vientiane, Laos.The opening ceremony fe... On February 5, the Dialogue on Building a China-Laos Community with a Shared Future, themed “Focusing on the ‘Action Plan,’ Creating a Better Future Together,” took place in Vientiane, Laos.The opening ceremony featured speeches by several distinguished vips including Fang Hong, Chinese ambassador to Laos, Daosavanh Kheugmixai, vice president of the Lao National Academy of Politics and Public Administration, Yu Yunquan, vice president of the China International Communications Group (CICG),Sakhon Phommalat, deputy head of the Propaganda and Training Board of the Lao People’s Revolutionary Party (LPRP) Central Committee, Sun Jisheng, vice president of China Foreign Affairs University (CFAU),and Vadthuninyom Duangmala,president of the Diplomatic Academy of Laos. 展开更多
关键词 shared future action plan shared prosperity DIALOGUE china international communications group china laos community
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Toward Secure and Auditable Data Sharing:A Cross-Chain CP-ABE Framework
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作者 Ye Tian Zhuokun Fan Yifeng Zhang 《Computers, Materials & Continua》 2026年第4期1509-1529,共21页
Amid the increasing demand for data sharing,the need for flexible,secure,and auditable access control mechanisms has garnered significant attention in the academic community.However,blockchain-based ciphertextpolicy a... Amid the increasing demand for data sharing,the need for flexible,secure,and auditable access control mechanisms has garnered significant attention in the academic community.However,blockchain-based ciphertextpolicy attribute-based encryption(CP-ABE)schemes still face cumbersome ciphertext re-encryption and insufficient oversight when handling dynamic attribute changes and cross-chain collaboration.To address these issues,we propose a dynamic permission attribute-encryption scheme for multi-chain collaboration.This scheme incorporates a multiauthority architecture for distributed attribute management and integrates an attribute revocation and granting mechanism that eliminates the need for ciphertext re-encryption,effectively reducing both computational and communication overhead.It leverages the InterPlanetary File System(IPFS)for off-chain data storage and constructs a cross-chain regulatory framework—comprising a Hyperledger Fabric business chain and a FISCO BCOS regulatory chain—to record changes in decryption privileges and access behaviors in an auditable manner.Security analysis shows selective indistinguishability under chosen-plaintext attack(sIND-CPA)security under the decisional q-Parallel Bilinear Diffie-Hellman Exponent Assumption(q-PBDHE).In the performance and experimental evaluations,we compared the proposed scheme with several advanced schemes.The results show that,while preserving security,the proposed scheme achieves higher encryption/decryption efficiency and lower storage overhead for ciphertexts and keys. 展开更多
关键词 Data sharing blockchain attribute-based encryption dynamic permissions
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China-Laos Relations in the New Era of Building a Community with a Shared Future Congratulatory message from Chinese Ambassador to Laos Fang Hong on the 65th anniversary of the establishment of diplomatic relations between China and Laos
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《China Report ASEAN》 2026年第1期18-18,共1页
On the occasion of the 65th anniversary of the establishment of diplomatic relations between China and Laos,I wish to express,on behalf of the Embassy of the People's Republic of China in the Lao People's Demo... On the occasion of the 65th anniversary of the establishment of diplomatic relations between China and Laos,I wish to express,on behalf of the Embassy of the People's Republic of China in the Lao People's Democratic Republic,our sincere gratitude and highest respect to all friends and personages from various sectors in both countries who have long cared about and supported the development of our bilateral relations. 展开更多
关键词 ANNIVERSARY diplomatic relations China Laos community shared future
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Seeking Shared Prosperity——East China’s Zhejiang strives to improve the lives of all people through diversified development strategies
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作者 TAO XING 《ChinAfrica》 2026年第2期18-21,共4页
Fifty-five-year-old Shi Yizhong never imagined fireflies could become the foundation of a serious business.In 2022,Longshan Village in Huzhou’s Wuxing District collaborated with a young entrepreneurial team to create... Fifty-five-year-old Shi Yizhong never imagined fireflies could become the foundation of a serious business.In 2022,Longshan Village in Huzhou’s Wuxing District collaborated with a young entrepreneurial team to create a firefly campsite-a natural attraction where visitors can observe these glowing insects in a preserved habitat.The site quickly drew waves of tourists,who shared their experience online,recouping its initial investment in just two years. 展开更多
关键词 diversified development strategies natural attraction shared prosperity tourism firefly campsite
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The Green Ride:Bike-Sharing Platforms and Urban Carbon Reduction
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作者 Dai Yunhao Wang Xiaoyun Tong Xinchu 《中国经济学人(中英文)》 2026年第1期116-136,共21页
Can the sharing economy contribute to urban sustainability?This study explores this question using the staggered entry of bike-sharing platforms across Chinese cities as a quasi-natural experiment.Drawing on 2015-2017... Can the sharing economy contribute to urban sustainability?This study explores this question using the staggered entry of bike-sharing platforms across Chinese cities as a quasi-natural experiment.Drawing on 2015-2017 city characteristics panel data and monthly CO_(2) emission records,we employ a staggered difference-in-differences(DID)model to assess the impact of bike-sharing on per capita urban CO_(2) emissions.The results show that bike-sharing platforms significantly cut emissions by replacing high-carbon transport and boosting public adoption of shared bikes.This effect is more potent in cities with less stringent environmental enforcement,more advanced digital economies,greater technological innovation,and where two platforms jointly entered.By elucidating the mechanisms underlying bike-sharing’s carbon-reduction potential,this study highlights its role in urban sustainability.It offers policy insights for leveraging shared mobility to reduce city carbon emissions. 展开更多
关键词 sharing economy bike-sharing green transition CO_(2)emissions
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New Journey Toward a China-Laos Community with a Shared Future Exclusive interview with Deputy Minister of Foreign Affairs of Laos Phongsavanh Sisoulath
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作者 Guo Xixian 《China Report ASEAN》 2026年第1期19-21,共3页
The year 2026 marks the 65th anniversary of the establishment of diplomatic relations between China and Laos.The bilateral relations are now at a new starting point where the past has been inherited and a course for t... The year 2026 marks the 65th anniversary of the establishment of diplomatic relations between China and Laos.The bilateral relations are now at a new starting point where the past has been inherited and a course for the future has been set.Looking back,China and Laos have weathered storms together and stood by each other. 展开更多
关键词 shared future diplomatic relations ANNIVERSARY cooperation bilateral relations China establishment diplomatic relations Laos
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Sharing experience to inspire engagement
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《China Standardization》 2026年第2期4-5,共2页
Learning from the wisdom and insights of others remains one of the most effective paths to progress.This is the driving force behind our commitment to experience sharing.The March/April issue features three renowned i... Learning from the wisdom and insights of others remains one of the most effective paths to progress.This is the driving force behind our commitment to experience sharing.The March/April issue features three renowned international standardization experts who share their journeys,the strategic"hows and whys"of global participation,and the critical role of stakeholder engagement in shaping the future of the industry. 展开更多
关键词 experience sharingthe WISDOM stakeholder engagement INSIGHTS engagement learning international standardization learning wisdom insights others experience sharing
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Pioneering a Shared Future China-Laos ties under a new blueprint
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作者 Guo Yanjun Li Zhengyang 《China Report ASEAN》 2026年第1期22-25,共4页
As China and Laos mark the 65th anniversary of their diplomatic relations,the two socialist neighbors stand at a new historical starting point.From revolutionary comrades-in-arms to comprehensive strategic partners,Ch... As China and Laos mark the 65th anniversary of their diplomatic relations,the two socialist neighbors stand at a new historical starting point.From revolutionary comrades-in-arms to comprehensive strategic partners,China and Laos have steadily deepened their bond as"good neighbors,good friends,good comrades,and good partners." 展开更多
关键词 shared future diplomatic relations good neighbors China good friends socialist neighbors comprehensive strategic partners good comrades
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The Diplomatic Power of Proverbs--Xi Jinping’s African discourse harmonises Chinese and African wisdom and boosts the construction of a China-Africa community with a shared future
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作者 ETIENNE BANKUWIHA 《ChinAfrica》 2026年第1期23-25,共3页
As a Burundian doctoral student at Nanjing University,my personal journey is closely intertwined with China’s development in the new era and the deepening China-Africa partnership.Recently,my experiences have given m... As a Burundian doctoral student at Nanjing University,my personal journey is closely intertwined with China’s development in the new era and the deepening China-Africa partnership.Recently,my experiences have given me a deeper appreciation of the importance of people-to-people exchanges between China and Africa. 展开更多
关键词 shared future china africa community diplomatic power african wisdom african discourse chinese wisdom proverbs xi jinping
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Pillars of Progress China and Laos are expanding cooperation across multiple sectors,building a resilient partnership for shared prosperity
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作者 Li Xiaolin 《China Report ASEAN》 2026年第1期26-29,共4页
The year 2026 marks the 65th anniversary of diplomatic ties between China and Laos.During their meeting in Beijing in September 2025,Chinese President Xi Jinping and Lao President Thongloun Sisoulith stressed a need t... The year 2026 marks the 65th anniversary of diplomatic ties between China and Laos.During their meeting in Beijing in September 2025,Chinese President Xi Jinping and Lao President Thongloun Sisoulith stressed a need to advance the construction of the China Laos Economic Corridor and deliver more substantive results across all areas of cooperation. 展开更多
关键词 economic corridor COOPERATION anniversary deliver more substantive results China China laos economic corridor shared prosperity diplomatic ties
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Bi-level optimization of configurations and scheduling for the multi-microgrid system(MMS)considering shared hybrid electric-hydrogen energy storage service
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作者 Lu Li Xulong Zhou +3 位作者 Shilong Chen Guihong Bi Zeliang Zhu Yurui Fan 《Global Energy Interconnection》 2026年第1期51-67,共17页
Shared energy storage helps lower user investment costs and enhances energy efficiency,which is considered a pivotal driver in accelerating the green transition of energy sectors.In view of the increasing demand for h... Shared energy storage helps lower user investment costs and enhances energy efficiency,which is considered a pivotal driver in accelerating the green transition of energy sectors.In view of the increasing demand for hydrogen,this paper proposes a bi-level optimization of configurations and scheduling for combined cooling,heating,and power(CCHP)microgrid systems considering shared hybrid electric-hydrogen energy storage service.The upper-level model addresses the capacity allocation problem of energy storage stations,while the lower-level model optimizes the operational strategies for the multi-microgrid system(MMS).To resolve the complexity of the coupled bi-level problem,Karush-Kuhn-Tucker(KKT)conditions and the Big-M method are applied to reformulate it into a solvable mixed-integer linear programming(MILP)model,compatible with CPLEX.The economic viability and rationality of the proposed approach are verified through comparisons of three cases.Numerical results show that the proposed approach reduces user annual costs by 20.15%compared to MMS without additional energy storage equipment and achieves 100%renewable absorption.For operators,it yields 5.71 M CNY annual profit with 3.02-year payback.Compared to MMS with electricity sharing,it further cuts user costs by 3.84%,boosts operator profit by 60.71%,and shortens payback by 15.88%. 展开更多
关键词 Shared energy storage Combined cooling heating and power(CCHP) Hybrid electric-hydrogen energy MMS Karush-Kuhn-Tucker(KKT) Big-M
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Sum V2V Secrecy Rate Maximization for RIS-Assisted Vehicular Communication Systems with Spectrum Sharing
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作者 LI Zhiwei LI Demin CHEN Xuemin 《Journal of Donghua University(English Edition)》 2026年第1期68-79,共12页
Vehicular communication systems rely on secure vehicle-to-vehicle(V2V)communications for safety-critical information exchange.However,the presence of eavesdropping vehicles poses a significant challenge.This paper inv... Vehicular communication systems rely on secure vehicle-to-vehicle(V2V)communications for safety-critical information exchange.However,the presence of eavesdropping vehicles poses a significant challenge.This paper investigates the security of V2V communications in reconfigurable intelligent surface(RIS)-assisted vehicular communication systems with spectrum sharing.It proposes a three-stage alternating optimization(TSAO)algorithm to address the complex problem of multiple eavesdropped V2V links that reuse the spectrum already occupied by vehicle-toinfrastructure(V2I)links.To solve the mixed-integer and non-convex optimization problem due to coupled variables and complex constraints,the algorithm decomposes the original problem into three easily solvable sub-problems:RIS reflection coefficient optimization,vehicle transmission power optimization,and spectrum sharing optimization.First,the RIS reflection coefficients are optimized by using the penalty convex-concave procedure(CCP)method.Second,the optimal power points are determined in the power optimization sub-problem.Finally,the spectrum sharing optimization sub-problem is constructed as a weighted bipartite graph matching problem and solved by using the optimal matching algorithm.The TSAO algorithm not only maximizes the sum V2V secrecy rate but also ensures the quality-of-service(QoS)requirements of the V2I links.Simulation results validate the superiority of the proposed algorithm and highlight the improvement in the sum V2V secrecy rate achieved by utilizing RIS technology in vehicular communication systems with spectrum sharing. 展开更多
关键词 vehicle-to-vehicle(V2V)communication eavesdropping vehicle reconfigurable intelligent surface(RIS) secrecy rate spectrum sharing
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