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A Dynamic Knowledge Base Updating Mechanism-Based Retrieval-Augmented Generation Framework for Intelligent Question-and-Answer Systems
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作者 Yu Li 《Journal of Computer and Communications》 2025年第1期41-58,共18页
In the context of power generation companies, vast amounts of specialized data and expert knowledge have been accumulated. However, challenges such as data silos and fragmented knowledge hinder the effective utilizati... In the context of power generation companies, vast amounts of specialized data and expert knowledge have been accumulated. However, challenges such as data silos and fragmented knowledge hinder the effective utilization of this information. This study proposes a novel framework for intelligent Question-and-Answer (Q&A) systems based on Retrieval-Augmented Generation (RAG) to address these issues. The system efficiently acquires domain-specific knowledge by leveraging external databases, including Relational Databases (RDBs) and graph databases, without additional fine-tuning for Large Language Models (LLMs). Crucially, the framework integrates a Dynamic Knowledge Base Updating Mechanism (DKBUM) and a Weighted Context-Aware Similarity (WCAS) method to enhance retrieval accuracy and mitigate inherent limitations of LLMs, such as hallucinations and lack of specialization. Additionally, the proposed DKBUM dynamically adjusts knowledge weights within the database, ensuring that the most recent and relevant information is utilized, while WCAS refines the alignment between queries and knowledge items by enhanced context understanding. Experimental validation demonstrates that the system can generate timely, accurate, and context-sensitive responses, making it a robust solution for managing complex business logic in specialized industries. 展开更多
关键词 retrieval-augmented generation Question-and-Answer Large Language Models Dynamic Knowledge Base Updating Mechanism Weighted Context-Aware Similarity
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Forecasting promising technology using analysis of patent information:Focused on next generation mobile communications 被引量:9
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作者 CHOI Seung-Wook YOU Yen-Yoo NA Kwan-Sik 《Journal of Central South University》 SCIE EI CAS 2014年第11期4303-4310,共8页
In order to forecast promising technologies in the field of next generation mobile communication, various patent indicators were analyzed such as citation per patent, patent family information, patent share, increase ... In order to forecast promising technologies in the field of next generation mobile communication, various patent indicators were analyzed such as citation per patent, patent family information, patent share, increase rate, and patent activity. These indicators were quantified into several indexes and then integrated into an evaluation score to provide promising technologies. As a result of the suggested patent analysis, four technologies out of twenty two in details classification were selected, which showed outstanding technology competitiveness, high patent share and increasing rates as well as high recent-patent-ratios and triad-patent-family-ratios. Each of the selected technologies scored more than 10 points in total, and the following four technologies were suggested as promising ones in the field of next generation mobile communication: 1) 3GPP based mobile communication, 2) beyond 4G mobile communication, 3) IEEE 802.16 based mobile communication, which are in medium classification of broadband mobile communication system, and 4) testing/certification system of mobile communication, which is in medium classification of mobile communication testing/certification system. 展开更多
关键词 next generation mobile communication promising technology forecasting patent information patent analysis patent indicators
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Next Generation Network Enabled by ZTE's Softswitch Technology
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作者 Yah Hua L Xuhong (Nanjing R&D Center of ZTE Corporation,Nanjing 210012,China) 《ZTE Communications》 2003年第1期26-28,共3页
Softswitch technology integrates the su-periorities of both an intelligence net-work and the Internet, which embodiesits maturity and advancement. With ahierarchical network model, it effectivelysolves problems of evo... Softswitch technology integrates the su-periorities of both an intelligence net-work and the Internet, which embodiesits maturity and advancement. With ahierarchical network model, it effectivelysolves problems of evolution and convergenceof current communication networks. It also fol- 展开更多
关键词 ZTE of WORK IT on Next generation Network Enabled by ZTE’s Softswitch technology by
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Breeding Technology of Sunflower Inbred Lines with Four Generations in One Year
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作者 Wei DUAN Shengli LIU +3 位作者 Yantao LIU Peng WANG Hongye DONG Zengshuai LYU 《Agricultural Biotechnology》 CAS 2022年第2期6-8,共3页
The breeding technology of sunflower inbred lines with four generations in one year was explored through the research on the biological characteristics of sunflower itself and the breeding status of sunflower inbred l... The breeding technology of sunflower inbred lines with four generations in one year was explored through the research on the biological characteristics of sunflower itself and the breeding status of sunflower inbred lines using the young embryo culture technology,the greenhouse seedling technology and field test planting,based on sunflower field breeding and planting combined with greenhouse planting.The reasonable selection of planting sites as the core of the breeding technology of sunflower inbred lines with four generations in one year is a guarantee.Embryos can be taken 7-10 d after pollination to enter the next generation of cultivation,thus shortening the generational cultivation cycle.The establishment of a breeding method of sunflower inbred lines with four generations in one year reduces the cost of breeding and has a practical role and significance for the field of sunflower inbred line breeding technologies. 展开更多
关键词 SUNFLOWER Inbred line Four generations in one year Breeding technology
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A Research on MPLS-Based Transition Technology of Next-Generation Internet
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作者 Changan Ma 《International English Education Research》 2014年第10期51-53,共3页
With the continuous advancement of Intemet technology, Intemet is penetrating to various sectors of the society and every comer of life, which spawned a variety of needs. Therefore. the development of the Interact sho... With the continuous advancement of Intemet technology, Intemet is penetrating to various sectors of the society and every comer of life, which spawned a variety of needs. Therefore. the development of the Interact should ahvays meet the needs of customers. How the next generation of the lntemet will develop? How the technology will get the breakthrough? How to use MPLS technology to make the transition of the lntemet more practical and more scientific? And so on. These questions need network technical staff give full play of the technical expertise to promote Interact technology' continues moving forward. This paper first introduces MPLS technology, and then analyzes the overall architecture of the next generation Interact and the service quality required by the next generation lntemet, and at last study how to make the MPLS-based transition technology of next-generation more perfect. 展开更多
关键词 Next generation Network: Quality of Service MPLS technology Integration Services Multi-Label Prolocol Switching
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The Development and Future Prospect of Clean Coal Generation Technology in China
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作者 Zhao Min(Mechanical Department, CPECC) 《Electricity》 1999年第2期38-41,共4页
关键词 CC FGD The Development and Future Prospect of Clean Coal generation technology in China
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Improving Clinical Support through Retrieval-Augmented Generation Powered Virtual Health Assistants
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作者 Biju Baburajan Anandavally 《Journal of Computer and Communications》 2024年第11期86-94,共9页
This article examines the implementation of a virtual health assistant powered by Retrieval-Augmented Generation (RAG) and GPT-4, aimed at enhancing clinical support through personalized, real-time interactions with p... This article examines the implementation of a virtual health assistant powered by Retrieval-Augmented Generation (RAG) and GPT-4, aimed at enhancing clinical support through personalized, real-time interactions with patients. The system is hypothesized to improve healthcare accessibility, operational efficiency, and patient outcomes by automating routine tasks and delivering accurate health information. The assistant leverages natural language processing and real-time data retrieval models to respond to patient inquiries, schedule appointments, provide medication reminders, assist with symptom triage, and answer insurance-related questions. By integrating RAG-based virtual care, the system reduces the burden on healthcare specialists and helps mitigate healthcare disparities, particularly in rural areas where traditional care is limited. Although the initial scope of testing did not validate all potential benefits, the results demonstrated high patient satisfaction and strong response accuracy, both critical for systems of this nature. These findings underscore the transformative potential of AI-driven virtual health assistants in enhancing patient engagement, streamlining operational workflows, and improving healthcare accessibility, ultimately contributing to better outcomes and more cost-effective care delivery. 展开更多
关键词 retrieval-augmented generation (RAG) GPT-4 Healthcare Assistants Artificial Intelligence
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Introduction to Demonstration Projects for Clean Coal Power Generation Technology I. CFBC boiler demonstration project in Sichuan Baima Power Plant
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《Electricity》 2001年第4期52-53,共2页
关键词 CFBC Introduction to Demonstration Projects for Clean Coal Power generation technology I boiler demonstration project in Sichuan Baima Power Plant
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Discussion on Wind Power Generation and Its Technology Development
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作者 ZHOUShengpeng LIUJianyang 《外文科技期刊数据库(文摘版)工程技术》 2022年第3期089-092,共4页
At present, in the process of social and economic development, the demand for electricity and energy is increasing. The traditional production mode of electric power mainly depends on the combustion of fossil fuels, b... At present, in the process of social and economic development, the demand for electricity and energy is increasing. The traditional production mode of electric power mainly depends on the combustion of fossil fuels, but this energy utilization mode is not sustainable and will lead to environmental pollution in the process of energy production and utilization. To a large extent, environmental problems are development problems. Only when environmental governance is taken into account in the process of economic development and a development model that can coexist harmoniously with the ecological environment is constructed, can social and economic sustainable development be promoted. In this process, we need to pay attention to the energy problem, change the existing way of energy utilization, and transform and produce energy in a more harmless way, so as to provide the basis for sustainable social and economic development. In recent years, wind power generation technology has been greatly developed, showing great advantages in replacing traditional fossil fuels. In the process of applying wind power energy, the applied wind power generation technology has an important impact on the cost and quality of wind power energy. Therefore, if you want to give full play to the value of wind power energy, you must strengthen the research on wind power generation technology, so as to further enhance the practicability and applicability of wind power generation. 展开更多
关键词 wind power generation technology develop
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Application of Photovoltaic Power Generation Technology in Railway Interval Distribution System
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作者 GUO Zhihao 《外文科技期刊数据库(文摘版)工程技术》 2021年第11期648-652,共8页
For the railway power supply system, divided into power traction power supply and signal auxiliary system power supply, and in the general name, the two power supply mode called power supply system and distribution sy... For the railway power supply system, divided into power traction power supply and signal auxiliary system power supply, and in the general name, the two power supply mode called power supply system and distribution system. According to the different power supply equipment, the main function of power supply system is to provide power for locomotive running, while the main function of distribution system is to provide power for some equipment (interval equipment) along the railway. These two power supply modes exist independently and do not interfere with each other. At the same time, when supplying power to the interval equipment, most of the equipment is powered by independent power supply, including the main power distribution and standby power distribution, which are switched through the electrical control circuit. However, in the traditional distribution mode, the overall stability of the power grid is required to be high. If the electric energy of the power grid often fluctuates, it will cause the distribution failure of the equipment in the interval, resulting in the effectiveness of the equipment. Therefore, it is necessary to improve the stability of the interval distribution system and select a more reliable distribution mode. Photovoltaic power generation is a way of railway power supply, whether it is feasible to be applied in railway interval distribution system needs continuous research. Based on this, this paper takes photovoltaic power generation technology in the application of railway interval distribution system as the entry point, and discusses the way of its application, hoping to bring certain reference significance to the application of interval distribution system. 展开更多
关键词 photovoltaic power generation technology interval distribution system APPLICATION
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Thoughts on the Application of New Energy Photovoltaic Power Generation Technology
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作者 XU Pengyuan 《外文科技期刊数据库(文摘版)工程技术》 2021年第10期138-141,共6页
With the rapid development of society, the world is gradually developing towards economic globalization, and the people's quality of life and level are getting higher and higher. While bringing more help to people... With the rapid development of society, the world is gradually developing towards economic globalization, and the people's quality of life and level are getting higher and higher. While bringing more help to people's high-quality life, the problem of energy scarcity is becoming more and more prominent, which has a serious adverse impact on the further development of society. Because solar energy is inexhaustible and can be obtained in different regions, it has become a new type of energy and an indispensable part of human development and use. With the rapid development of modern society, the application of solar photovoltaic power generation technology can greatly reduce the energy consumption. 展开更多
关键词 new energy photovoltaic power generation technology APPLICATION
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Analysis of Distributed Photovoltaic Power Generation Operation Control Technology
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作者 LIUJie DINGGuanhao 《外文科技期刊数据库(文摘版)工程技术》 2022年第3期014-017,共4页
In recent years, in the process of low-carbon economy construction in China, the original power generation mode has been changed, and photovoltaic power generation technology has been adopted, which has promoted the r... In recent years, in the process of low-carbon economy construction in China, the original power generation mode has been changed, and photovoltaic power generation technology has been adopted, which has promoted the rapid development of related industries. When constructing a new generation mode, there are high requirements for the application of various equipments. Among them, the generator set belongs to special equipment, which needs to be managed in order to realize the scientific utilization of energy and the protection of surrounding environment. At present, China has gradually expanded the construction scale of related industries, and at the same time introduced more advanced technology, and carried out all-round control on the power generation mode. This paper analyzes and discusses the operation control technology of distributed photovoltaic power generation. 展开更多
关键词 DISTRIBUTED photovoltaic power generation operation control technology analysis and discussion
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New generation traction power supply system and its key technologies for electrified railways 被引量:6
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作者 Qunzhan Li 《Journal of Modern Transportation》 2015年第1期1-11,共11页
Unlike the traditional traction power supply system which enables the electrified railway traction sub- station to be connected to power grid in a way of phase rotation, a new generation traction power supply system w... Unlike the traditional traction power supply system which enables the electrified railway traction sub- station to be connected to power grid in a way of phase rotation, a new generation traction power supply system without phase splits is proposed in this paper. Three key techniques used in this system have been discussed. First, a combined co-phase traction power supply system is applied at traction substations for compensating negative sequence current and eliminating phase splits at exits of substations; design method and procedure for this system are presented. Second, a new bilateral traction power supply technology is proposed to eliminate the phase split at section post and reduce the influence of equalizing current on the power grid. Meanwhile, power factor should be adjusted to ensure a proper voltage level of the traction network. Third, a seg- mental power supply technology of traction network is used to divide the power supply arms into several segments, and the synchronous measurement and control technology is applied to diagnose faults and their locations quickly and accurately. Thus, the fault impact can be limited to a min- imum degree. In addition, the economy and reliability of the new generation traction power supply system are analyzed. 展开更多
关键词 New generation traction power supplysystem Combined co-phase power supply Bilateralpower supply Segmental power supply technology Synchronous measurement and control
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Economic Impacts of Renewable Power Generation Technologies and the Role of Endogenous Technological Change 被引量:1
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作者 Christian Lutz Markus Flaute +1 位作者 Ulrike Lehr Kirsten S. Wiebe 《Open Journal of Applied Sciences》 2015年第11期696-704,共9页
This paper brings together the debate on economic impacts of renewable energy (RE) deployment and the discussion on modelling endogenous technological change on the global markets for the different renewable power gen... This paper brings together the debate on economic impacts of renewable energy (RE) deployment and the discussion on modelling endogenous technological change on the global markets for the different renewable power generation technologies. Economic impacts of RE deployment are still mostly discussed on national level, where different effects have been identified. Recent research for Germany shows positive effects on the macro level and different distributional impacts. High investment in solar photovoltaics (PV) from 2010 to 2012 and induced increases in the RE sur-charge are the main drivers. At the same time, cost reductions for wind and solar PV take place on global markets, with global learning curves explaining the cost reductions very well. This calls for better including the international dimension into the modelling. The complex feedback loops between global cost curves and national policies, which react to global learning with some time lags, are not yet integrated into complex economic models. These models have to capture different RE technologies, different industries, either delivering the RE technologies or strongly depending on electricity prices, which are influenced by national support policies and macroeconomic development. As a first step to better understand the role of international markets, assumptions on RE exports based on global scenarios can be used. Results show the importance of global markets at least for the German RE industries. If the international dimension is taken into account, mainly positive economic impacts of further RE deployment can be observed. 展开更多
关键词 RENEWABLE Power generation technologIES ECONOMIC Impacts Global MARKETS Learning CURVES
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Bridging the gap:Nursing faculty’s perceptions and challenges in teaching generation Z students
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作者 Poonam SHARMA Lisa CHADHA +1 位作者 Inu ARYA Rajwant KAUR 《Journal of Integrative Nursing》 2025年第3期171-178,共8页
Objective:This study aims to assess nursing faculty’s perceptions and challenges in teaching Generation Z students,providing insights into the barriers and opportunities in bridging the generational learning gap.Mate... Objective:This study aims to assess nursing faculty’s perceptions and challenges in teaching Generation Z students,providing insights into the barriers and opportunities in bridging the generational learning gap.Material and Methods:A descriptive cross-sectional study was conducted among 335 nursing faculty members in the Delhi NCR region.Participants were recruited using a snowball sampling technique,and data were collected via a self-administered structured questionnaire.The questionnaire measured faculty perceptions and challenges using a Likert scale,with reliability assessed using Cronbach’s alpha.Data were analyzed through Descriptive and inferential statistics.Results:Findings revealed that while faculty recognize the need for technology integration and student-centered learning,they face challenges such as academic integrity concerns,psychological stress,and adapting to Gen Z’s expectations for personalized learning.The correlation between faculty perceptions and challenges was negligible(r=0.020,P=0.717),indicating that faculty perceptions remain stable despite these difficulties.Conclusion:Nursing faculty need to adapt pedagogical approaches to meet the evolving needs of Gen Z students.Bridging the gap between traditional teaching methods and the evolving needs of Generation Z requires faculty training,institutional support,and curriculum innovations. 展开更多
关键词 Faculty perceptions generation Z nursing education nursing faculty pedagogical challenges technology integration
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Unveiling the Workforce Renaissance:How Hybrid Work Models,Employee Engagement,and Technology 4.0 Shape Employee Performance
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作者 Imran Ahmed Khan Carolyn John 《Management Studies》 2025年第4期186-201,共16页
During the COVID-19 pandemic,most businesses adopted hybrid work arrangements,adapting to changing workplace demands.This study explores how Technologies 4.0(advanced technologies)and employee motivation affect the li... During the COVID-19 pandemic,most businesses adopted hybrid work arrangements,adapting to changing workplace demands.This study explores how Technologies 4.0(advanced technologies)and employee motivation affect the link between hybrid work models and the performance of younger workers(millennials and Gen-Z)in Kerala’s IT sector.Based on a survey of 155 employees,the study shows that the hybrid work model has a significant impact on performance.While basic technologies do not have a major role,the study emphasizes that employee engagement is a key factor.As hybrid work options become more common,they will continue to shape the future of work. 展开更多
关键词 hybrid mode employee performance employee engagement technology 4.0 generation Z future of jobs
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Current Advanced Power Generation Technologies and Options for China(1) 被引量:1
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作者 Mohsen Assadi 《Electricity》 2008年第3期36-40,共5页
In China, electricity consumption keeps growing at a high speed and installed capacity will be dou- bled in the next fifteen years. As the world second CO2 producer and also a member of Kyoto Protocol, how to balance ... In China, electricity consumption keeps growing at a high speed and installed capacity will be dou- bled in the next fifteen years. As the world second CO2 producer and also a member of Kyoto Protocol, how to balance energy needs and environmental protection responsibility in the future is a serious problem for China. As such, there are a number of technology choices for today's electric power generation. After discussing the current advanced power generation technologies based on Chinese energy structure and current conditions of power industry, this paper gives a reference to the technology options for China in the future. 展开更多
关键词 Current Advanced Power generation technologies and Options for China
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Current Advanced Power Generation Technologies and Options for China (2) 被引量:1
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作者 Mohsen Assadi 《Electricity》 2008年第4期40-46,共7页
In China, electricity consumption keeps growing at a high speed and installed capacity will be doubled in the next fifteen years. As the world second CO2 producer and also a member of Kyoto Protocol, how to balance en... In China, electricity consumption keeps growing at a high speed and installed capacity will be doubled in the next fifteen years. As the world second CO2 producer and also a member of Kyoto Protocol, how to balance energy needs and environmental protection responsibility in the future is a serious problem for China. As such, there are a number of technology choices for today's electric power generation. After discussing the current advanced power generation technologies based on Chinese energy structure and current conditions of power industry, this paper gives a reference to the technology options for China in the future. Here published is the second part of the paper. 展开更多
关键词 Current Advanced Power generation technologies and Options for China
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Research on Comparisons of New Clean Power Generation Technologies
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作者 By Xiong Yangheng School of Power and Mechanical Engineering, Wuhan University 《Electricity》 2005年第A04期24-31,共8页
On the basis of introducing clean power generation technologies, the author calculated and analyzed the investment, economy and environmental protection of these technologies, posed his views of giving the priorities ... On the basis of introducing clean power generation technologies, the author calculated and analyzed the investment, economy and environmental protection of these technologies, posed his views of giving the priorities to the development of supercritical and ultra-supercritical pressure coal-fired power generation technologies and taking vigorous action to nuclear power generation technology within the following 5-10 years, exploiting wind power within the following 10-15 years, and suggested that the installed capacity of nuclear power reach 80-100 GW and that of wind power reach 50-80 GW by 2020. 展开更多
关键词 clean power generation technologies ultra-supercritical pressure coal-fired power generation wind power generation techno-economic comparisons
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Manufacturing Development Emphases on Power Generation and Transmission Apparatus in 11th Five-Year Plan Period and Prospect to the Year 2020 被引量:1
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作者 陆燕荪 《Electricity》 2004年第1期12-16,共5页
Based on predictions on Chinese power development in the coming 20 years, this paper introduces the emphases and key technologies in power sources and power network construction, and puts for ward the major tasks and ... Based on predictions on Chinese power development in the coming 20 years, this paper introduces the emphases and key technologies in power sources and power network construction, and puts for ward the major tasks and technological orientation for machinery manufacturers to supply qualified equipment to China power industry. 展开更多
关键词 electricity generation power transmission technology power equipment MANUFACTURING
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