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The challenges facing the oil and gas storage and transportation technology and its developing direction
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作者 Xu Xin Cao Ying 《International English Education Research》 2015年第1期28-30,共3页
In recent years, our country is increasingly dependent on the use of the oil resources, and the degree of the oil mining is also continuously upgrading. After the completion of the tasks related to the oil mining in t... In recent years, our country is increasingly dependent on the use of the oil resources, and the degree of the oil mining is also continuously upgrading. After the completion of the tasks related to the oil mining in the lands, the technologies for the development of the offshore oil mining are particularly important. Among these problems, after the exploitation, the storage and transportation of the offshore oil and gas is worthy of the discussion of the technical personnel. From the experience of the oil and gas storage and transportation in the long years, in some environmentally degraded areas, there are problems in the efficiency and safety in the long pipeline transportation and the oil and gas mixed transportation, and in the transportation, there are also big shortcomings. In this paper, the author carries on the analysis of the existing questions encountering in our country's oil and gas storage and transportation~ and proposes the direction of the researches in the future oil and gas storage and transportation, and the purpose is to better improve the security of Cbina's oil and gas storage and transportation and to enhance the efficiency of the use of the oil and gas. 展开更多
关键词 oil and gas storage and transportation natural gas development direction
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The development status and the prospect of the pipeline robots in the oil and gas storage and transportation industry
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作者 Xu Xin Cao Ying 《International English Education Research》 2015年第1期26-27,共2页
In the process of the constant development of the oil and gas storage and transportation technology, the maintenance of the large pipelines is an important task. At present, China vigorously promotes the use of the pi... In the process of the constant development of the oil and gas storage and transportation technology, the maintenance of the large pipelines is an important task. At present, China vigorously promotes the use of the pipeline robots, for the maintenance of the oil and gas pipelines by the unique characteristics of the robots. In this paper, the author carries out the detailed analysis on the current situation of the development of the pipeline robots in the oil and gas storage and transportation industry, and compares the different applications of the pipeline robots at home and abroad. Starting from the principles of the operation of the robots, the author analyzes the characteristics of the different types of the robots, and combined with the existing conditions of the oil and gas storage and transportation in our country, the author tries to find the most favorable way of the working of the pipeline robots, to continuously improve the development of the oil and gas storage and transportation industry using the robot technologies. 展开更多
关键词 oil and gas storage and transportation pipeline robot development status
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Current State and Prospects of CNPC's Oil and Gas Storage and Transportation
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作者 Jiang Yong 《China Oil & Gas》 CAS 2016年第4期28-34,共7页
Oil and gas transportation facilities are important for a country to secure an energy supply and maintain social stability and economic development.Social capitals in China are now encouraged by the government to inve... Oil and gas transportation facilities are important for a country to secure an energy supply and maintain social stability and economic development.Social capitals in China are now encouraged by the government to invest in the construction of oil and gas infrastructures in the country.With China's growing economy and new reforms in the oil and gas sector,more opportunities are available for private companies seeking to get involved in energy infrastructure.It is estimated that the future market of energy infrastructure projects in China is valued at nearly RMB 2 trillion.This paper is trying to offer some clues regarding investment in energy infrastructure in China by giving a brief introduction to the current situation of CNPC's oil and gas infrastructure construction. 展开更多
关键词 oil and gas transportation facility
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Reform Exploration for Safety Course System of Oil and Gas Storage and Transportation Facilities
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作者 Yanfei Chen Heng Ni +1 位作者 Shang Ma Hong Zhang 《Review of Educational Theory》 2021年第3期16-21,共6页
In recent years,the safety of oil and gas storage and transportation facilities has been paid more attention by the state and enterprises due to frequent accidents.The oil and gas storage and transportation facilities... In recent years,the safety of oil and gas storage and transportation facilities has been paid more attention by the state and enterprises due to frequent accidents.The oil and gas storage and transportation facilities safety courses in China University of Petroleum(Beijing)includes“Engineering mechanics”,“Strength design of pipelines and tanks”and“Safety and integrity management of oil and gas storage and transportation facilities”.The three courses lack relevance and the teaching mode is too rigid,resulting in students losing their initiative in learning.If students can’t use the knowledge flexibly,it will affect the achievement of the objectives of the training program.Therefore,oil and gas storage and transportation facilities safety courses are reformed,training plans are adjusted and teaching methods are improved.The practice shows that the reform enriches the teaching content,improves the teaching quality,stimulates classroom activity and gets a good evaluation of students.The reform of safety courses has a certain significance for cultivating compound talents who have the ability to solve practical problems in engineering. 展开更多
关键词 oil and gas storage and transportation Safety of facilities Teaching reform
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A STAMP-Game model for accident analysis in oil and gas industry
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作者 Huixing Meng Xu An +4 位作者 Daiwei Li Shijun Zhao Enrico Zio Xuan Liu Jinduo Xing 《Petroleum Science》 SCIE EI CAS CSCD 2024年第3期2154-2167,共14页
Accidents in engineered systems are usually generated by complex socio-technical factors.It is beneficial to investigate the increasing complexity and coupling of these factors from the perspective of system safety.Ba... Accidents in engineered systems are usually generated by complex socio-technical factors.It is beneficial to investigate the increasing complexity and coupling of these factors from the perspective of system safety.Based on system and control theories,System-Theoretic Accident Model and Processes(STAMP)is a widely recognized approach for accident analysis.In this paper,we propose a STAMP-Game model to analyze accidents in oil and gas storage and transportation systems.Stakeholders in accident analysis by STAMP can be regarded as players of a game.Game theory can,thus,be adopted in accident analysis to depict the competition and cooperation between stakeholders.Subsequently,we established a game model to study the strategies of both supervisory and supervised entities.The obtained results demonstrate that the proposed game model allows for identifying the effectiveness deficiency of the supervisory entity,and the safety and protection altitudes of the supervised entity.The STAMP-Game model can generate quantitative parameters for supporting the behavior and strategy selections of the supervisory and supervised entities.The quantitative data obtained can be used to guide the safety improvement,to reduce the costs of safety regulation violation and accident risk. 展开更多
关键词 Accident analysis STAMP System engineering Gametheory oil and gas storage and transportation SYSTEMS
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Proppant transport in rough fractures of unconventional oil and gas reservoirs
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作者 YIN Bangtang ZHANG Chao +7 位作者 WANG Zhiyuan SUN Baojiang GAO Yonghai WANG Xiaopeng BI Chuang ZHANG Qilong WANG Jintang SHI Juntai 《Petroleum Exploration and Development》 SCIE 2023年第3期712-721,共10页
A method to generate fractures with rough surfaces was proposed according to the fractal interpolation theory.Considering the particle-particle,particle-wall and particle-fluid interactions,a proppant-fracturing fluid... A method to generate fractures with rough surfaces was proposed according to the fractal interpolation theory.Considering the particle-particle,particle-wall and particle-fluid interactions,a proppant-fracturing fluid two-phase flow model based on computational fluid dynamics(CFD)-discrete element method(DEM)coupling was established.The simulation results were verified with relevant experimental data.It was proved that the model can match transport and accumulation of proppants in rough fractures well.Several cases of numerical simulations were carried out.Compared with proppant transport in smooth flat fractures,bulge on the rough fracture wall affects transport and settlement of proppants significantly in proppant transportation in rough fractures.The higher the roughness of fracture,the faster the settlement of proppant particles near the fracture inlet,the shorter the horizontal transport distance,and the more likely to accumulate near the fracture inlet to form a sand plugging in a short time.Fracture wall roughness could control the migration path of fracturing fluid to a certain degree and change the path of proppant filling in the fracture.On the one hand,the rough wall bulge raises the proppant transport path and the proppants flow out of the fracture,reducing the proppant sweep area.On the other hand,the sand-carrying fluid is prone to change flow direction near the contact point of bulge,thus expanding the proppant sweep area. 展开更多
关键词 unconventional oil and gas reservoir fracturing stimulation rough fracture fractal interpolation CFD-DEM coupling proppant transport
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Norwegian oil and gas storage in rock caverns-Technology based on experience from hydropower development 被引量:3
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作者 Bjørn Nilsen 《Journal of Rock Mechanics and Geotechnical Engineering》 SCIE CSCD 2021年第2期479-486,共8页
Underground storage in rock caverns is widely used in Norway for many different petroleum products,such as crude oil,fuel,propane and butane.Basically,the caverns for such storages are unlined,i.e.containment is ensur... Underground storage in rock caverns is widely used in Norway for many different petroleum products,such as crude oil,fuel,propane and butane.Basically,the caverns for such storages are unlined,i.e.containment is ensured without using any steel lining or membrane.The main basis for the storage technology originates from the extensive hydropower development in Norway.As part of this activity,about 4500 km of tunnels and shafts have been excavated,and around 200 large powerhouse caverns have been constructed.The hydropower tunnels are mainly unlined,with hydrostatic water pressure on unlined rock of up to 1000 m.Some of the projects also include air cushion chambers with volumes of up to 1×10^(5)m^(3)and air pressure up to 7.7 MPa.Many lessons which are valuable also for underground oil and gas storage have been learnt from these projects.For a storage project to become successful,systematic,well planned design and ground investigation procedures are crucial.The main steps of the design procedure are first to define the optimum location of the project,and then to optimize orientation,shape/geometry and dimensions of caverns and tunnels.As part of the procedure,ground investigations have to be carried out at several steps integrated with the progress of design.The investigation and design procedures,and the great significance of these for the project to become successful will be discussed.Case examples of oil and gas storage in unlined rock caverns are given,illustrating the relevancy of experience from high-pressure hydropower projects for planning and design of unlined caverns for oil and gas storage. 展开更多
关键词 Underground storage oil gas Liquefied petroleum gas(LPG) HYDROPOWER Air cushion chamber
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Investigation of flue gas water-alternating gas (flue gas–WAG) injection for enhanced oil recovery and multicomponent flue gas storage in the post-waterflooding reservoir 被引量:3
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作者 Zhou-Hua Wang Bo-Wen Sun +5 位作者 Ping Guo Shuo-Shi Wang Huang Liu Yong Liu Dai-Yu Zhou Bo Zhou 《Petroleum Science》 SCIE CAS CSCD 2021年第3期870-882,共13页
Flue gas fooding is one of the important technologies to improve oil recovery and achieve greenhouse gas storage.In order to study multicomponent fue gas storage capacity and enhanced oil recovery(EOR)performance of f... Flue gas fooding is one of the important technologies to improve oil recovery and achieve greenhouse gas storage.In order to study multicomponent fue gas storage capacity and enhanced oil recovery(EOR)performance of fue gas water-alternating gas(fue gas-WAG)injection after continuous waterfooding in an oil reservoir,a long core fooding system was built.The experimental results showed that the oil recovery factor of fue gas-WAG fooding was increased by 21.25%after continuous waterfooding and fue gas-WAG fooding could further enhance oil recovery and reduce water cut signifcantly.A novel material balance model based on storage mechanism was developed to estimate the multicomponent fue gas storage capacity and storage capacity of each component of fue gas in reservoir oil,water and as free gas in the post-waterfooding reservoir.The ultimate storage ratio of fue gas is 16%in the fue gas-WAG fooding process.The calculation results of fue gas storage capacity showed that the injection gas storage capacity mainly consists of N_(2) and CO_(2),only N_(2) exists as free gas phase in cores,and other components of injection gas are dissolved in oil and water.Finally,injection strategies from three perspectives for fue gas storage,EOR,and combination of fue gas storage and EOR were proposed,respectively. 展开更多
关键词 Flue gas storage Enhanced oil recovery Flue gas water-alternating gas Material balance model Injection strategy
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The Research about Storage and Transportation of Natural Gas Based on LNG Technology
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作者 Shuren Yang Di Xu +2 位作者 Yue Cui Ying Ni Chao Duan 《Natural Resources》 2015年第4期306-311,共6页
Nowadays, we are in great lack of the technology theory for the storage and transportation of gas hydrate. Under this condition, after checking out related theory of these, we established the technology roadmap of the... Nowadays, we are in great lack of the technology theory for the storage and transportation of gas hydrate. Under this condition, after checking out related theory of these, we established the technology roadmap of the storage and transportation of gas hydrate by LNG technology. Study has shown that the technology of LNG is more saving than that of pipeline. Then we came out with the new idea of storage and transportation of hydrate by LNG technology. 展开更多
关键词 gas HYDRATE Composition of Produced gas PRETREATMENT CRAFT LNG TECHNOLOGY of storage and transportation
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Large Potential Exists in China's Oil & Gas Transportation System
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作者 GordonFeller 《China Oil & Gas》 CAS 2002年第3期28-31,共4页
As China in the decades ahead is to go through significant reorganization in the power sector and the petrochemical industry will see considerable growth,the transportation infrastructure for petroleum and gas should ... As China in the decades ahead is to go through significant reorganization in the power sector and the petrochemical industry will see considerable growth,the transportation infrastructure for petroleum and gas should have a new shape. Implementing the largest infrastructure projects and creating on this basis a modern transportation network will not only see a new reincarnation of traditional industrial centers, but also open wider opportunities for regional development. 展开更多
关键词 Large Potential Exists in China’s oil gas transportation System LNG Project gas
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Main Indexes of Pipeline Transportation of Crude Oil and Gas
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《China Oil & Gas》 CAS 1996年第2期127-127,共1页
MainIndexesofPipelineTransportationofCrudeOilandGas¥//Note:Thetotallengthofcrudeandgaspipelinereached17587km... MainIndexesofPipelineTransportationofCrudeOilandGas¥//Note:Thetotallengthofcrudeandgaspipelinereached17587km,including9272kmo... 展开更多
关键词 Main Indexes of Pipeline transportation of Crude oil and gas
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Progress and prospects of carbon dioxide capture,EOR-utilization and storage industrialization 被引量:7
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作者 YUAN Shiyi MA Desheng +3 位作者 LI Junshi ZHOU Tiyao JI Zemin HAN Haishui 《Petroleum Exploration and Development》 CSCD 2022年第4期955-962,共8页
Carbon dioxide capture,EOR-utilization and storage(CCUS-EOR)are the most practical and feasible large-scale carbon reduction technologies,and also the key technologies to greatly improve the recovery of low-permeabili... Carbon dioxide capture,EOR-utilization and storage(CCUS-EOR)are the most practical and feasible large-scale carbon reduction technologies,and also the key technologies to greatly improve the recovery of low-permeability oil fields.This paper sorts out the main course of CCUS-EOR technological development abroad and its industrialization progress.The progress of CCUS-EOR technological research and field tests in China are summarized,the development status,problems and challenges of the entire industry chain of CO_(2) capture,transportation,oil displacement,and storage are analyzed.The results show a huge potential of the large-scale application of CCUS-EOR in China in terms of carbon emission reduction and oil production increase.At present,CCUS-EOR in China is in a critical stage of development,from field pilot tests to industrialization.Aiming at the feature of continental sedimentary oil and gas reservoirs in China,and giving full play to the advantages of the abundant reserves for CO_(2) flooding,huge underground storage space,surface infrastructure,and wide distribution of wellbore injection channels,by cooperating with carbon emission enterprises,critical technological research and demonstration project construction should be accelerated,including the capture of low-concentration CO_(2) at low-cost and on large-scale,supercritical CO_(2) long-distance transportation,greatly enhancing oil recovery and storage rate,and CO_(2) large-scale and safe storage.CCUS-EOR theoretical and technical standard system should be constructed for the whole industrial chain to support and promote the industrial scale application,leading the rapid and profitable development of CCUS-EOR emerging industrial chain with innovation. 展开更多
关键词 carbon dioxide CCUS-EOR carbon capture transportATION oil displacement carbon storage enhanced oil recovery INDUSTRIALIZATION
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Rock engineering problems related to underground hydrocarbon storage 被引量:3
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作者 Ming Lu 《Journal of Rock Mechanics and Geotechnical Engineering》 SCIE 2010年第4期289-297,共9页
Oil and gas can be stored underground by a variety of means,such as in depleted oil and gas fields,in aquifers,in rock salt caverns,in unlined mined rock caverns,in lined shallow caverns and abandoned mines.Different ... Oil and gas can be stored underground by a variety of means,such as in depleted oil and gas fields,in aquifers,in rock salt caverns,in unlined mined rock caverns,in lined shallow caverns and abandoned mines.Different types of underground storages require different geological and hydrogeological conditions and are associated with different rock engineering problems.However,the common issue is to ensure the gas-and oil-tightness of storage caverns.In other words,the stored oil and gas must not escape from the storage caverns.This may be realized by different means according to the types of storages and the sites geological conditions.There are basically two approaches of gas leakage control,i.e.permeability control and hydrodynamic containment.The latter involves the use of a water curtain system in many cases,which creates an artificial hydraulic boundary condition and helps to establish the required groundwater condition when needed.In addition to the common problems,the underground storage of liquefied petroleum gas(LPG) requires special attentions to the opening of rock joints,which result from the tensile thermal stress induced by the low storage temperature.Great care must be taken in choosing abandoned mines for oil and gas-storage since it is quite rare that the natural site conditions can meet the usual requirements,in particular for the gas tightness.The paper provides a general description of the gas leakage control for underground oil and gas storage projects,and addresses various rock engineering problems associated with selected types of storages in detail. 展开更多
关键词 oil storage gas storage rock cavern rock mechanics gas leakage
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Exploration prospects of oil and gas in the Northwestern part of the Offshore Indus Basin, Pakistan 被引量:3
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作者 Jian-ming Gong Jing Liao +5 位作者 Jie Liang Bao-hua Lei Jian-wen Chen Muhammad Khalid Syed Waseem Haider Ming Meng 《China Geology》 2020年第4期633-642,共10页
Oil and gas resources are short in Pakistan and no commercially viable oil and gas sources have been yet discovered in its offshore areas up to now.In this study,the onshore-offshore stratigraphic correlation and seis... Oil and gas resources are short in Pakistan and no commercially viable oil and gas sources have been yet discovered in its offshore areas up to now.In this study,the onshore-offshore stratigraphic correlation and seismic data interpretation were conducted to determine the oil and gas resource potential in the Offshore Indus Basin,Pakistan.Based on the comprehensive analysis of the results and previous data,it is considered that the Cretaceous may widely exist and three sets of source rocks may be developed in the Offshore Indus Basin.The presence of Miocene mudstones has been proven by drilling to be high-quality source rocks,while the Cretaceous and Paleocene–Eocene mudstones are potential source rocks.Tectonic-lithologic traps are developed in the northwestern part of the basin affected by the strike-slip faults along Murray Ridge.Furthermore,the Cretaceous and Paleocene–Eocene source rocks are thick and are slightly affected by volcanic activities.Therefore,it can be inferred that the northwestern part of Offshore Indus Basin enjoys good prospects of oil and gas resources. 展开更多
关键词 oil and gas CRETACEOUS Offshore Indus Basin oil storage structure oil and gas engineering Pakistan
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A sensitivity analysis of factors affecting in geologic CO_(2) storage in the Ordos Basin and its contribution to carbon neutrality 被引量:3
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作者 Shi-xin Dai Yan-jiao Dong +3 位作者 Feng Wang Zhen-han Xing Pan Hu Fu Yang 《China Geology》 CAS 2022年第3期359-371,共13页
To accelerate the achievement of China’s carbon neutrality goal and to study the factors affecting the geologic CO_(2)storage in the Ordos Basin,China’s National Key R&D Programs propose to select the Chang 6 oi... To accelerate the achievement of China’s carbon neutrality goal and to study the factors affecting the geologic CO_(2)storage in the Ordos Basin,China’s National Key R&D Programs propose to select the Chang 6 oil reservoir of the Yanchang Formation in the Ordos Basin as the target reservoir to conduct the geologic carbon capture and storage(CCS)of 100000 t per year.By applying the basic theories of disciplines such as seepage mechanics,multiphase fluid mechanics,and computational fluid mechanics and quantifying the amounts of CO_(2)captured in gas and dissolved forms,this study investigated the effects of seven factors that influence the CO_(2)storage capacity of reservoirs,namely reservoir porosity,horizontal permeability,temperature,formation stress,the ratio of vertical to horizontal permeability,capillary pressure,and residual gas saturation.The results show that the sensitivity of the factors affecting the gas capture capacity of CO_(2)decreases in the order of formation stress,temperature,residual gas saturation,horizontal permeability,and porosity.Meanwhile,the sensitivity of the factors affecting the dissolution capture capacity of CO_(2)decreases in the order of formation stress,residual gas saturation,temperature,horizontal permeability,and porosity.The sensitivity of the influencing factors can serve as the basis for carrying out a reasonable assessment of sites for future CO_(2)storage areas and for optimizing the design of existing CO_(2)storage areas.The sensitivity analysis of the influencing factors will provide basic data and technical support for implementing geologic CO_(2)storage and will assist in improving geologic CO_(2)storage technologies to achieve China’s carbon neutralization goal. 展开更多
关键词 eologic CO_(2)storage Influencing factors Sensitivity analysis Carbon neutrality oil and gas exploration engineering Ordos Basin China
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高职院校石化专业产教融合实训基地建设探索 被引量:1
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作者 马志荣 张生贵 +1 位作者 郑洁 马晓红 《化工管理》 2024年第2期9-12,共4页
文章采用文献研究法和实地调研法,对油气储运技术产教融合实训基地的建设与运行进行了系统研究,旨在探索油气储运技术产教融合实训基地的建设和运行模式,为培养高素质的油气储运人才提供有效的实训平台和教学资源,为油气储运产业的健康... 文章采用文献研究法和实地调研法,对油气储运技术产教融合实训基地的建设与运行进行了系统研究,旨在探索油气储运技术产教融合实训基地的建设和运行模式,为培养高素质的油气储运人才提供有效的实训平台和教学资源,为油气储运产业的健康发展提供人才支撑和智力支持。 展开更多
关键词 油气储运 产教融合 实训基地 石油化工企业
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油气储运工程专业工程教育认证与“五自”质量文化体系的融合实践
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作者 赵基钢 刘纪昌 +5 位作者 查如俊 刘蓬 仇上 孙辉 黄婕 凌昊 《化工高等教育》 2024年第4期65-72,共8页
以学生为中心、成果导向、持续改进是工程教育认证的三大核心理念。华东理工大学油气储运工程专业开展的融合“五自”质量文化体系的实践,是基于工程教育认证的持续改进和创新过程。文章系统阐述了工程教育认证与“五自”质量文化体系... 以学生为中心、成果导向、持续改进是工程教育认证的三大核心理念。华东理工大学油气储运工程专业开展的融合“五自”质量文化体系的实践,是基于工程教育认证的持续改进和创新过程。文章系统阐述了工程教育认证与“五自”质量文化体系融合的内涵、实践以及具体成效,论证了实践与工程教育认证标准之间的协调统一关系,强调了专业教师在通过自我管理提升教育质量方面的关键作用,并以专业取得的发展成效验证了融合“五自”质量文化体系的工程教育的有效性,为其他院校工程教育的发展提供了宝贵的经验。 展开更多
关键词 工程教育 “五自”质量文化 油气储运专业 融合
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新工科背景下石油类专业课课程思政与教改探索——以油气储运装备腐蚀与防护为例
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作者 朱孝钦 李斌 +1 位作者 陈涛 常静华 《高教学刊》 2024年第33期127-130,共4页
新工科是面向新经济、新产业发展而兴起的高等工程本科教育改革与建设,其任务包含贯穿工程教育新理念、创新人才培养模式,树立以学生为中心的理念,培养学科交融的多元化卓越工程人才。课程思政不仅是高校落实“立德树人”根本任务的战... 新工科是面向新经济、新产业发展而兴起的高等工程本科教育改革与建设,其任务包含贯穿工程教育新理念、创新人才培养模式,树立以学生为中心的理念,培养学科交融的多元化卓越工程人才。课程思政不仅是高校落实“立德树人”根本任务的战略措施,而且也是高校促进课程教学质量提升的有效支撑。为此,以石油类专业课油气储运装备腐蚀与防护为例,顺应新工科背景下高校专业课的课程思政与教学改革有机结合的需要,从课程目标、教学模式和教学设计、实施途径等方面,对课程思政元素有效融入高校专业课的整个教学过程并提升其教学效果和教学质量进行一系列的研究与探索。 展开更多
关键词 新工科 课程思政 教学改革 石油类专业课 油气储运装备腐蚀与防护
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小样本预测埋地管道外腐蚀速率
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作者 赵阳 《石油钻采工艺》 CAS 北大核心 2024年第1期106-111,共6页
为解决现有线性回归模型、单一支持向量机和遗传算法优化支持向量机(GA-SVM)等管道腐蚀速率预测准确率低的难题,选取总含盐量、氧化还原电位、pH值、氯离子浓度、硝酸根浓度、硫酸根浓度、溶解氧含量、自然腐蚀电位等埋地管道外腐蚀速... 为解决现有线性回归模型、单一支持向量机和遗传算法优化支持向量机(GA-SVM)等管道腐蚀速率预测准确率低的难题,选取总含盐量、氧化还原电位、pH值、氯离子浓度、硝酸根浓度、硫酸根浓度、溶解氧含量、自然腐蚀电位等埋地管道外腐蚀速率的主要影响因素作为输入变量,采用麻雀搜索算法优化支持向量机算法,建立了麻雀搜索优化的支持向量机(SSA-SVM)腐蚀速率预测模型。测试集验证结果表明,SSA-SVM模型的决定系数R2为0.9919,高于线性回归模型(0.7189)、单一支持向量机(0.8442)和GA-SVM(0.9137);均方根误差为0.0686 mm/a,低于其他3种模型的0.1166、1.7745、0.1183 mm/a;平均绝对误差为0.0902 mm/a,低于其他3种模型的0.1474、1.7056、0.0977 mm/a;平均相对误差为3.94%,低于其他3种模型的25.59%、32.29%和6.42%。采用此模型随机选择B管道8组检测数据预测埋地管线外腐蚀速率,与现场实际年腐蚀速率对比预测精度为0.9642,高于GA-SVM的预测精度0.6690,表明该模型可应用于埋地管道的外腐蚀量和腐蚀速率预测,为埋地管道的安全运行提供数据支持。 展开更多
关键词 石油天然气 油气储运 集输管道 管道腐蚀 预测模型 影响因素 麻雀搜索算法 支持向量机
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新工科背景下“粮油贮运学”课程改革与实践
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作者 王春艳 张春红 +3 位作者 郑煜焱 杨强 郭佳 胡晓沛 《农产品加工》 2024年第15期130-132,共3页
新工科发展建设要求食品专业培养既有专业知识又具有创新意识和能力的综合人才。以“粮油贮运学”课程为例,从优化课程目标和教学内容、改进教学手段、丰富实践教学环节及建立科学合理的课程考核评价体系等方面进行了课程改革和建设。... 新工科发展建设要求食品专业培养既有专业知识又具有创新意识和能力的综合人才。以“粮油贮运学”课程为例,从优化课程目标和教学内容、改进教学手段、丰富实践教学环节及建立科学合理的课程考核评价体系等方面进行了课程改革和建设。课程改革将理论与实践教学的有机结合,提高了学生参与度和学习主动性,有利于培养学生创新意识和创新能力,提升学生解决实际问题的能力。 展开更多
关键词 粮油贮运学 新工科 教学改革 创新训练
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