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How R&D investment promotes green technology innovation in the context of digitalization?-An empirical analysis based on provincial panel data
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作者 LIU Jie LI Zhi-hui WEI Fang-xin 《Ecological Economy》 2024年第1期39-52,共14页
Green technology innovation is an important driving force and source to promote my country’s high-quality development,and it is the core path to achieve sustainable development.This paper uses my country’s provincia... Green technology innovation is an important driving force and source to promote my country’s high-quality development,and it is the core path to achieve sustainable development.This paper uses my country’s provincial panel data from 2016 to 2019 to study the impact mechanism of R&D investment on green technology innovation,and introduces the level of digitization,using the panel threshold model to discuss its role in the impact mechanism of R&D investment on green technology innovation.The study found that when the level of digitalization in a region is low,increasing R&D investment does not necessarily improve the ability of green technology innovation;when the level of digitalization is relatively high,R&D investment has a positive role in promoting green technology innovation.Therefore,it is necessary to improve policies to encourage enterprises to increase investment in research and development;at the same time,it is necessary to promote the coordinated development of digital foundation,digital investment,digital literacy,digital economy and digital application,and promote the deep integration of digitalization and green technology innovation. 展开更多
关键词 green technology innovation r&d investment digital level panel model
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服务业进出口、OFDI和全要素生产率的动态关系研究——基于VAR模型的实证分析
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作者 甘志霞 李松洁 《技术与创新管理》 2024年第1期87-93,共7页
研究服务业贸易、投资与服务业之间的影响关系,对提升我国服务行业国际竞争力、促进其高质量发展具有重要意义。论文使用我国2000—2021年数据,构建VAR模型对服务业进出口、服务业对外直接投资(OFDI)和全要素生产率的动态交互关系进行... 研究服务业贸易、投资与服务业之间的影响关系,对提升我国服务行业国际竞争力、促进其高质量发展具有重要意义。论文使用我国2000—2021年数据,构建VAR模型对服务业进出口、服务业对外直接投资(OFDI)和全要素生产率的动态交互关系进行实证分析。研究结果显示,服务业进出口对服务业对外直接投资具有正相关关系,且长期支持效果明显;服务业进出口对OFDI、全要素生产率提升具有促进作用;在短期内,全要素生产率与OFDI之间存在双向促进作用,从长期来看则存在一定负向影响。基于实证研究结论,文中提出制定政策鼓励服务企业参与国际化竞争、发挥服务业进出口对OFDI的促进效应、提升服务企业自主创新能力等相关对策建议。 展开更多
关键词 服务业进出口 服务业对外直接投资 全要素生产率 VAr模型 动态互动关系 逆向技术溢出效应
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政府R&D补贴的技术创新效应分析--基于2009-2021年中国的经验数据
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作者 臧传琴 《山东商业职业技术学院学报》 2024年第4期1-8,共8页
政府R&D补贴既可以通过提供公共服务的方式直接作用于技术创新,也可以通过对社会资本的引导作用间接影响技术创新,其总效应取决于两种影响的方向与大小。基于2009—2021年中国的经验数据,建立了由技术创新方程和引致方程共同组成的... 政府R&D补贴既可以通过提供公共服务的方式直接作用于技术创新,也可以通过对社会资本的引导作用间接影响技术创新,其总效应取决于两种影响的方向与大小。基于2009—2021年中国的经验数据,建立了由技术创新方程和引致方程共同组成的动态模型,对政府R&D补贴的技术创新效应进行了实证分析。结果发现:持续增加的政府R&D补贴带来了国内专利授权数量的稳定增加,技术创新效应较为显著;政府R&D补贴不仅对技术创新产生了积极的直接影响,也通过引导社会资本投资于研发领域而对技术创新产生了积极的间接影响;政府R&D补贴的技术创新效应存在区域差异,中东部地区为正,而西部地区为负。提高资金使用效率、积极引导社会资本投资技术研发、努力改善欠发达地区的研发环境,无疑是提高政府R&D补贴技术创新效应的必要选择。 展开更多
关键词 r&d补贴 技术创新 直接效应 间接效应
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DICP Symposium (I) on Catalysis: Future Directions of Catalysis Science and Technology October 16-18, 2003, Dalian, China
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《Journal of Natural Gas Chemistry》 CAS CSCD 2003年第3期210-211,共2页
Introduction and Invitation DICP Symposium is a special series of interna-tional conference named after the Dalian Instituteof Chemical Physics (DICP). The DICP Symposiumwas founded with the purpose to promote the int... Introduction and Invitation DICP Symposium is a special series of interna-tional conference named after the Dalian Instituteof Chemical Physics (DICP). The DICP Symposiumwas founded with the purpose to promote the interna-tional communication and collaboration between theDICP and the international scientific community, to 展开更多
关键词 of on Catalysis China dICP Symposium dALIAN Future directions of Catalysis Science and technology October 16-18 2003
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RCEP框架下企业OFDI技术利益的理论机制与实证检验
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作者 符磊 韩萌萌 《技术经济》 北大核心 2023年第5期91-103,共13页
区域全面经济伙伴关系协定(RCEP)合作框架下中国企业对外直接投资(OFDI)及其技术利益格局会深远影响成员国的后续科技创新与合作。本文基于上市公司面板数据,运用“熵权法”测算技术利益,结合企业、环境、东道国与OFDI特征研究中国企业... 区域全面经济伙伴关系协定(RCEP)合作框架下中国企业对外直接投资(OFDI)及其技术利益格局会深远影响成员国的后续科技创新与合作。本文基于上市公司面板数据,运用“熵权法”测算技术利益,结合企业、环境、东道国与OFDI特征研究中国企业对RCEP国家直接投资的技术利益实现问题。研究发现:对RCEP国家直接投资对实现技术利益具有显著促进作用;管理效率的提升强化技术利益的实现能力,高知识产权保护水平强化技术利益实现的动机。进一步分析表明,国有企业能实现更多的技术利益,而民营企业可以通过提高管理效率和知识产权保护水平提升技术利益实现水平;企业OFDI水平越高、东道国知识产权保护水平越高,技术利益实现效果越好;投资到RCEP国家的企业相比投资到“一带一路”国家的企业会获得更多技术利益。 展开更多
关键词 对外直接投资 技术利益 知识产权保护 企业管理效率
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DIRECTION OF DEVELOPMENT FORNATION'S PETROCHEMICAL PRODUCTS AND TECHNOLOGY
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《China Oil & Gas》 CAS 2001年第1期36-38,共3页
关键词 dOWN direction of dEVELOPMENT FOrNATION’S PETrOCHEMICAL PrOdUCTS ANd technology THAN OVEr
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OFDI与区域碳排放的非线性关系——基于技术创新的门槛效应研究
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作者 田春晓 何东 《中国商论》 2024年第15期20-24,共5页
随着我国外部市场的扩大和经济对外开放政策的推进,对外直接投资(OFDI)呈现出迅猛增长的趋势。然而,由于过去采用粗放式增长模式,生态环境发展不充分,且由于“双碳”目标政策的实施,碳排放已成为对环境产生重大影响的关键因素,并被纳入... 随着我国外部市场的扩大和经济对外开放政策的推进,对外直接投资(OFDI)呈现出迅猛增长的趋势。然而,由于过去采用粗放式增长模式,生态环境发展不充分,且由于“双碳”目标政策的实施,碳排放已成为对环境产生重大影响的关键因素,并被纳入总排放控制体系。基于此,本文选取中国2005—2019年30个省份(西藏、港澳台地区除外)的面板数据进行分析。结果表明,在不考虑技术创新作为门槛变量的情况下,整体上我国OFDI对本地碳排放具有显著的抑制作用。然而,在引入技术创新作为门槛变量后,处于技术创新水平较高的地区通过加大OFDI带来的逆向技术溢出效应可以降低本地区碳排放水平;中等技术创新水平的地区增大OFDI反而会增加地区碳排放;较低技术创新水平的地区对外直接投资的碳减排效应则不显著,OFDI对区域碳减排效应存在门槛。文章提出建议:技术创新水平较高地区进一步加大对外开放力度,充分发挥OFDI的逆向技术溢出效应;技术创新水平较低地区扩大OFDI规模,优化调整OFDI结构,坚持绿色导向型OFDI,积极引进国外先进技术、管理经验等,缓解全球温室效应等问题。 展开更多
关键词 ofdI 碳排放 技术创新 门槛模型 逆向技术溢出 对外直接投资
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Socio-economic and energy-environmental impacts of technological change on China's agricultural development under the carbon neutrality strategy 被引量:1
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作者 Hong-Dian Jiang Rui Yu Xiang-Yan Qian 《Petroleum Science》 SCIE EI CAS CSCD 2023年第2期1289-1299,共11页
Promoting agricultural modernisation through technological change is an important strategy for China.China's carbon neutrality strategy is leading to systemic socio-economic changes that could exacerbate the uncer... Promoting agricultural modernisation through technological change is an important strategy for China.China's carbon neutrality strategy is leading to systemic socio-economic changes that could exacerbate the uncertainty of agricultural development.Therefore,applying a computable general equilibrium(CGE)model,this study characterises the agricultural sector in detail,introducing endogenous technological change proxied by research and development(R&D)to assess the impact of different technological change scenarios on agricultural development under the carbon neutrality target.The results show that allocating carbon revenue for R&D inputs can mitigate the significant negative impact of achieving carbon neutrality on knowledge capital and production in agricultural sectors.Overall,using carbon revenue only for R&D input in crop sectors has the optimal effect on increasing the agricultural sectors'knowledge capital,improving crop production and profit,reducing crop external dependence and promoting the synergistic reduction of carbon and pollutant emissions.However,this scenario has the largest negative impact on macro-economics and household welfare.In contrast,allocating carbon revenue to promote technological change in broader non-energy sectors or both crops and non-energy sectors can effectively mitigate negative socio-economic impacts,but the positive impact on agricultural development is minimal.These findings provide practical insights for the rational use of carbon revenue to expand agricultural R&D investment and ensure balanced agricultural and economic development under the carbon neutrality target. 展开更多
关键词 Endogenous technological change r&d investment Agriculture development Computable general equilibrium
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Design and Data Analysis of a New Type of Antifreezing Cup-Type Wind Velocity Sensor
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作者 Jiajia Zhang Jianguang Han +2 位作者 Jianan Yin Zheng Liu Ting Ma 《World Journal of Engineering and Technology》 2023年第4期672-681,共10页
In most areas of China, affected by the environment of low temperature and high humidity, the wind speed sensor and wind direction sensor are frozen and cannot output data in autumn, winter or the alternation of winte... In most areas of China, affected by the environment of low temperature and high humidity, the wind speed sensor and wind direction sensor are frozen and cannot output data in autumn, winter or the alternation of winter and spring. In order to solve the freezing situation of the wind sensor, this paper designs a new type of antifreeze wind speed sensor. After meteorology performance testing and field observation tests, the correlation coefficient of the observation data is demonstrated, and the data curve is fitted. The result shows the sensor is stable, and has a good antifreeze effect, the data output is reliable. 展开更多
关键词 Automatic Weather Station Wind Speed Sensor Wind direction Sensor Freeze Cold-resistant technology
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Development of the theory and technology for low permeability reservoirs in China 被引量:5
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作者 HU Wenrui WEI Yi BAO Jingwei 《Petroleum Exploration and Development》 2018年第4期685-697,共13页
The development theories of low-permeability oil and gas reservoirs are refined, the key development technologies are summarized, and the prospect and technical direction of sustainable development are discussed based... The development theories of low-permeability oil and gas reservoirs are refined, the key development technologies are summarized, and the prospect and technical direction of sustainable development are discussed based on the understanding and research on developed low-permeability oil and gas resources in China. The main achievements include:(1) the theories of low-permeability reservoir seepage, dual-medium seepage, relative homogeneity, etc.(2) the well location optimization technology combining favorable area of reservoir with gas-bearing prediction and combining pre-stack with post-stack;(3) oriented perforating multi-fracture, multistage sand adding, multistage temporary plugging, vertical well multilayer, horizontal and other fracturing techniques to improve productivity of single well;(4) the technology of increasing injection and keeping pressure, such as overall decreasing pressure, local pressurization, shaped charge stamping and plugging removal, fine separate injection, mild advanced water injection and so on;(5) enhanced recovery technology of optimization of injection-production well network in horizontal wells. To continue to develop low-permeability reserves economically and effectively, there are three aspects of work to be done well:(1) depending on technical improvement, continue to innovate new technologies and methods, establish a new mode of low quality reservoir development economically, determine the main technical boundaries and form replacement technology reserves of advanced development;(2) adhering to the management system of low cost technology & low cost, set up a complete set of low-cost dual integration innovation system through continuous innovation in technology and management;(3) striving for national preferential policies. 展开更多
关键词 low permeability oil and gas reservoir SEEPAGE THEOrY volume FrACTUrING WATErFLOOdING technology WELL location optimization horizontal WELL technical dEVELOPMENT direction
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Consolidated Lightning Protection Methods of Landfill and Incineration Plants and Its Application Technology Investigation 被引量:1
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作者 Jia Pei Qi Jiuhan Zhu Fanglin 《Meteorological and Environmental Research》 CAS 2017年第5期100-104,共5页
Taking lightning-protection engineering of Wuhan Changshankou landfill and incineration plants for the example,in this article,we have discussed the integrated technology of direct lightning protection by early stream... Taking lightning-protection engineering of Wuhan Changshankou landfill and incineration plants for the example,in this article,we have discussed the integrated technology of direct lightning protection by early streamer emission lightning rod,lifting lightning rod and mobile lightning rod. Additionally,lightning protection methods and measures of landfill with large receiving area of lightning strike and landfill gas and incineration plant with irregular landfill cell are explored. 展开更多
关键词 LANdFILL and INCINErATION PLANTS LANdFILL gas Consolidated dIrECT LIGHTNING PrOTECTION technology
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EXPERIMENTAL STUDY OF MECHANISM AND TECHNOLOGY OF DIRECTED CRACK BLASTING 被引量:3
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作者 杨永琦 高全臣 +4 位作者 于慕松 张奇 单仁亮 杨仁树 贾云峰 《Journal of China University of Mining and Technology》 1995年第2期69-77,共9页
The dynamic stress-fields and their distribution characteristics around boreholes in the directed crack blasting were measured with the dynamic photo-elastic laser holography apparatus and the ultradymamic measurement... The dynamic stress-fields and their distribution characteristics around boreholes in the directed crack blasting were measured with the dynamic photo-elastic laser holography apparatus and the ultradymamic measurement system. The directed crack mechanism and its mechanical model have been analysed and expounded. Through the 43 production experiments using slotted cartridges and the double triangle center cut-holes for directed crack blasting in underground rock drift, the results of which the rates of half-hole marks and efficiency of borehole,and the nonsmooth grades of the cut contours are 96%, 98% and 10cm respectively have been achieved. 展开更多
关键词 directed crack blasting model technology experiment
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The Comparison of Current Development,Technology and Governments’Attitudes of Driverless Car at Home and Abroad 被引量:1
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作者 Chuyi Zhang 《Artificial Intelligence Advances》 2019年第2期1-4,共4页
Driverless car,as a direction for future automobile development,greatly improves the efficiency and safety of the traffic system.It’s one of the most popular technical fields.In recent years,driverless car has develo... Driverless car,as a direction for future automobile development,greatly improves the efficiency and safety of the traffic system.It’s one of the most popular technical fields.In recent years,driverless car has developed rapidly.The related development is concerned by governments,businesses,consumers and stakeholders widely,and most of countries have been actively studying this technology.This paper first introduces the current development of driverless car at home and abroad.Besides,the basic technologies of driverless car are briefly analyzed.In addition,the author compares the American government’s attitudes with Chinese government’s attitudes towards driverless car.Specifically,the article makes an analysis of contents of literature and periodicals at home and abroad and policies and documents which have already been published.The analysis shows that there is no great difference between the attitudes of Chinese and American governments.Both of two governments actively support the development of driverless car.Finally,this paper expounds the development direction of the driverless car field in future by dividing into two categories through road conditions:automatic driving on expressways and automatic driving in cities. 展开更多
关键词 driverless CAr CUrrENT dEVELOPMENT technology Governments’attitudes FUTUrE dEVELOPMENT direction
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Perspective in development of environmental technology in China
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作者 Lu Yong\|long, Wang Gui\|lian, Shi Ya\|juan Sino\|Canadian High\|Tech Center of Resources and Environment, Research Center for Eco\|Environmental Sciences, Chinese Academy of Sciences, P.O. Box 2871, Beijing 100085, China 《Journal of Environmental Sciences》 SCIE EI CAS CSCD 1999年第3期303-308,共6页
Environmental technology (ET) refers to the processes and techniques for environmental prevention, reduction, recycling, reuse and rehabilitation. Since 1978, China has launched a series of R&D programs in promoti... Environmental technology (ET) refers to the processes and techniques for environmental prevention, reduction, recycling, reuse and rehabilitation. Since 1978, China has launched a series of R&D programs in promoting environmental science and technology development. Uneven spatial distribution and sectoral structure give us a profile of the present status of ET in China. Both opportunities and constraints are analyzed for the development of ET, and strategies for its future development are presented in this paper. 展开更多
关键词 environmental technology r&d technology development China.
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R & D Strategy of High Technology Industry
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作者 Lu Jia\|hua 1,2 , Wang Yan 3 1. Wuhan University Journals Press,Wuhan 430072, Hubei, China 2. School of Computer,Wuhan University,Wuhan 430072,Hubei,China 3. School of Mathematics and Statistics, Wuhan University , Wuhan 430072, Hubei, China 《Wuhan University Journal of Natural Sciences》 CAS 2003年第03A期775-778,共4页
In a symmetrical static game model, this paper is mainly concerned with the research and development (R&D) strategy of the High Technology (HT) industry and the society's optimal R&D level given the inves... In a symmetrical static game model, this paper is mainly concerned with the research and development (R&D) strategy of the High Technology (HT) industry and the society's optimal R&D level given the investment revenue. We obtain different investment decision with different amount of firms engaging in the R&D and each firm's expected profit respectively. When the risk (the probability each firm succeed) is not random, it's socially desirable to have more firm engaging in R&D if and only if the relationship among the invest cost, the probability and the prize satisfies some condition, that is, Eπ s(n)≥Eπ s(n-1)I≤α(1-α) n-1 V . When the R&D cost I is certain, more prizes or higher probability will make more firms engage in the R&D and higher prize makes it's socially desirable to have more firm invest in R&D. 展开更多
关键词 high technology r&d EQUILIBrIUM social welfare expected profit
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Technical status and development direction of workover operation of PetroChina
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作者 LEI Qun LI Yiliang +7 位作者 LI Tao LI Hui GUAN Baoshan BI Guoqiang WANG Jialu WENG Dingwei HUANG Shouzhi HAN Weiye 《Petroleum Exploration and Development》 2020年第1期161-170,共10页
Through a comprehensive review of the development status of workover technology of PetroChina Company Limited(PetroChina), this paper presents the connotation of workover operation under the background of the new era,... Through a comprehensive review of the development status of workover technology of PetroChina Company Limited(PetroChina), this paper presents the connotation of workover operation under the background of the new era, the latest progress of workover operation in the respects of equipment, tools, technology and the construction of information and standardization. The gaps between PetroChina and foreign counterpart in workover technology are as follows: the level of automation and intellectualization of tools and equipment is relatively low, the snubbing operation in gas wells characterized by HT/HP and high H2 S is lagged behind;water plugging in the long horizontal wellbore needs to be further developed, coiled tubing and its relevant equipment for ultra-deep well operation has to be optimized;informationization, standardization and big data application of workover operation need to be started. Based on this as well as the development status of workover technology in China and the technical difficulties faced in the future, eight suggestions for future development are put forward:(1) strengthen the dynamic understanding of reservoir and improve the pertinence of workover schemes;(2) develop the general overhaul technology in a systematical way to tackle issues of seriously problematic wells;(3) put more efforts into the research of horizontal well workover operation and develop relevant technology for long horizontal section operation;(4) improve the snubbing technology and extend its applications;(5) expand the capacity of coiled tubing operation and improve the level of special operations;(6) develop automatic workover technology into the field of artificial intelligence;(7) promote clean operation in an all-round way and build green oil and gas fields;(8) perfect the informationization construction to realize the sharing of workover resources. 展开更多
关键词 WOrKOVEr operation WOrKOVEr EQUIPMENT WOrKOVEr TOOLS WOrKOVEr technology dEVELOPMENT STATUS dEVELOPMENT direction
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New Technology Promoting Advance of China's Petroleum Industry
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作者 Shi Baoheng(Director of Petroleum Technology Development Center, CNPC) 《China Oil & Gas》 CAS 1994年第2期32-35,共4页
In the recent years,CNPC has examined and approved more than 600 items of gadgets for extensive application.The approved projects inc-lude both single item of advanced and applicable technology and a number of items o... In the recent years,CNPC has examined and approved more than 600 items of gadgets for extensive application.The approved projects inc-lude both single item of advanced and applicable technology and a number of items of supporting technology which are broght together in one area to solve the regional problems and boost the production capacity.As the economic reform is making progress,,theI mandatory planned system will be gradually replaced by the new guiding planned managerial system. 展开更多
关键词 PETrOLEUM industry technology SEISMIC exploration Simulation recovery directional drILLING CLUSTEr drILLING
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Technological progress and development directions of PetroChina overseas oil and gas field production
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作者 MU Longxin CHEN Yaqiang +1 位作者 XU Anzhu WANG Ruifeng 《Petroleum Exploration and Development》 2020年第1期124-133,共10页
This study reviews the development history of PetroChina’s overseas oil and gas field development technologies, summarizes the characteristic technologies developed, and puts forward the development goals and technol... This study reviews the development history of PetroChina’s overseas oil and gas field development technologies, summarizes the characteristic technologies developed, and puts forward the development goals and technological development directions of overseas business to overcome the challenges met in overseas oil and gas production. In the course of PetroChina’s overseas oil and gas field production practice of more than 20 years, a series of characteristic technologies suitable for overseas oil and gas fields have been created by combining the domestic mature oil and gas field production technologies with the features of overseas oil and gas reservoirs, represented by the technology for high-speed development and stabilizing oil production and controlling water rise for overseas sandstone oilfields, high efficiency development technology for large carbonate oil and gas reservoirs and foamy oil depletion development technology in use of horizontal wells for extra-heavy oil reservoirs. Based on in-depth analysis of the challenges faced by overseas oil and gas development and technological requirements, combined with the development trends of oil and gas development technologies in China and abroad, overseas oil and gas development technologies in the future are put forward, including artificial intelligence reservoir prediction and 3 D geological modeling, secondary development and enhanced oil recovery(EOR) of overseas sandstone oilfields after high speed development, water and gas injection to improve oil recovery in overseas carbonate oil and gas reservoirs, economic and effective development of overseas unconventional oil and gas reservoirs, efficient development of marine deep-water oil and gas reservoirs. The following goals are expected to be achieved: keep the enhanced oil recovery(EOR) technology for high water-cut sandstone oilfield at international advanced level, and make the development technology for carbonate oil and gas reservoirs reach the international advanced level, and the development technologies for unconventional and marine deep-water oil and gas reservoirs catch up the level of international leading oil companies quickly. 展开更多
关键词 OVErSEAS OIL and GAS FIELd PrOdUCTION sandstone OILFIELd large carbonate OILFIELd unconventional OIL and GAS FIELd marine deep-water OIL and GAS technological progress development direction
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LIRR "R&D and Industrialization of High PerformanceFunctional Refractories for Metallurgy New Technology" Project Gained Fund Support
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《China's Refractories》 CAS 2012年第1期35-35,共1页
Checked by Henan Province Development and Relbrm Commission and Henan Province MunicipalFinance ()ffice, the “R & I) and Industrialization of High Performance Functional Refractories for Metallurgy New Technology... Checked by Henan Province Development and Relbrm Commission and Henan Province MunicipalFinance ()ffice, the “R & I) and Industrialization of High Performance Functional Refractories for Metallurgy New Technology” project declared by 1,1RR gained a special fund support on self-renovation and products structure adjustment. The project will realize the technology integration and industriali-zation of key refractories including purging component, metering nozzle and toil and belt continuous casting nozzle, etc. through building high performance functional refractories production lines for metallurgy new technology. 展开更多
关键词 Project Gained Fund Support LIrr r&d and Industrialization of High PerformanceFunctional refractories for Metallurgy New technology
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Temperature modeling and control of Direct Methanol Fuel Cell based on adaptive neural fuzzy technology
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作者 戚志东 Zhu Xinjian Cao Guangyi 《High Technology Letters》 EI CAS 2006年第4期421-426,共6页
Aiming at on-line controlling of Direct Methanol Fuel Cell (DMFC) stack, an adaptive neural fuzzy inference technology is adopted in the modeling and control of DMFC temperature system. In the modeling process, an A... Aiming at on-line controlling of Direct Methanol Fuel Cell (DMFC) stack, an adaptive neural fuzzy inference technology is adopted in the modeling and control of DMFC temperature system. In the modeling process, an Adaptive Neural Fuzzy Inference System (ANFIS) identification model of DMFC stack temperature is developed based on the input-output sampled data, which can avoid the internal complexity of DMFC stack. In the controlling process, with the network model trained well as the reference model of the DMFC control system, a novel fuzzy genetic algorithm is used to regulate the parameters and fuzzy rules of a neural fuzzy controller. In the simulation, compared with the nonlinear Proportional Integral Derivative (PID) and traditional fuzzy algorithm, the improved neural fuzzy controller designed in this paper gets better performance, as demonstrated by the simulation results. 展开更多
关键词 direct methanol fuel cell dMFC) adaptive neural fuzzy inference technology fuzzy genetic algorithms (FGA)
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