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Exploration of Operation and Maintenance Management Mode and Innovation Mechanism of Pilot Base of Chemical Park
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作者 Shenggan ZHU Tengfei SHANG 《Asian Agricultural Research》 2024年第9期16-18,22,共4页
Based on the current situation of the operation and maintenance management of the pilot base in many chemical parks in China,this paper conducts an in-depth exploration of the operation and maintenance management and ... Based on the current situation of the operation and maintenance management of the pilot base in many chemical parks in China,this paper conducts an in-depth exploration of the operation and maintenance management and innovation mode of the pilot base from the aspects of the evaluation of the pilot project entering the park,safety and environmental protection supervision,pilot mode,and industrialization mode of the pilot test results,so as to provide solutions for accelerating the process and industrialization of the pilot project and realizing the innovation value of the pilot base. 展开更多
关键词 Chemical parks Pilot base operation and maintenance Mode INDUSTRIALIZATION EXPLORATION
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A Multi-Objective Optimization for Locating Maintenance Stations and Operator Dispatching of Corrective Maintenance
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作者 Chao-Lung Yang Melkamu Mengistnew Teshome +1 位作者 Yu-Zhen Yeh Tamrat Yifter Meles 《Computers, Materials & Continua》 SCIE EI 2024年第6期3519-3547,共29页
In this study,we introduce a novel multi-objective optimization model tailored for modern manufacturing,aiming to mitigate the cost impacts of operational disruptions through optimized corrective maintenance.Central t... In this study,we introduce a novel multi-objective optimization model tailored for modern manufacturing,aiming to mitigate the cost impacts of operational disruptions through optimized corrective maintenance.Central to our approach is the strategic placement of maintenance stations and the efficient allocation of personnel,addressing a crucial gap in the integration of maintenance personnel dispatching and station selection.Our model uniquely combines the spatial distribution of machinery with the expertise of operators to achieve a harmonious balance between maintenance efficiency and cost-effectiveness.The core of our methodology is the NSGA Ⅲ+Dispatch,an advanced adaptation of the Non-Dominated Sorting Genetic Algorithm Ⅲ(NSGA-Ⅲ),meticulously designed for the selection of maintenance stations and effective operator dispatching.This method integrates a comprehensive coding process,crossover operator,and mutation operator to efficiently manage multiple objectives.Rigorous empirical testing,including a detailed analysis from a taiwan region electronic equipment manufacturer,validated the effectiveness of our approach across various scenarios of machine failure frequencies and operator configurations.The findings reveal that the proposed model significantly outperforms current practices by reducing response times by up to 23%in low-frequency and 28.23%in high-frequency machine failure scenarios,leading to notable improvements in efficiency and cost reduction.Additionally,it demonstrates significant improvements in oper-ational efficiency,particularly in selective high-frequency failure contexts,while ensuring substantial manpower cost savings without compromising on operational effectiveness.This research significantly advances maintenance strategies in production environments,providing the manufacturing industry with practical,optimized solutions for diverse machine malfunction situations.Furthermore,the methodologies and principles developed in this study have potential applications in various other sectors,including healthcare,transportation,and energy,where maintenance efficiency and resource optimization are equally critical. 展开更多
关键词 Corrective maintenance multi-objective optimization non-dominated sorting genetic algorithmⅢ operator allocation maintenance station location
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Research of BIM Technology in Urban Rail Operation and Maintenance and Application
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作者 WU Daikun FENG Qi CHANG Shuaishuai 《International Journal of Plant Engineering and Management》 2023年第3期180-192,共13页
With the rapid development of urban rail transit,the traditional operation and maintenance methods mainly rely on manpower,and the pressure on equipment operation and maintenance is increasing,and the low work efficie... With the rapid development of urban rail transit,the traditional operation and maintenance methods mainly rely on manpower,and the pressure on equipment operation and maintenance is increasing,and the low work efficiency,high intensity and high operating costs have always been the main problems at this stage.Through BIM visualization technology can effectively solve those problems,the operation and maintenance mode of urban rail signal equipment at this stage is discussed,the integration and visualization of BIM technology are used to make the judgments and early warnings on the maintenance of urban rail signal equipment,and play a positive and important role in operation and maintenance work,this research result can provide ideas and references for urban rail transit operation and maintenance in the new era. 展开更多
关键词 BIM technology urban rail transit operations and maintenance
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State of the Art and Emerging Trends in Operations and Maintenance of Offshore Oil and Gas Production Facilities:Some Experiences and Observations 被引量:1
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作者 Jayantha P.Liyanage 《International Journal of Automation and computing》 EI 2010年第2期137-145,共9页
Plant maintenance has been a discipline that has gradually evolved with the industrial revolution. For quite some time, it has been a "necessary evil" in production, manufacturing, and process settings. The changing... Plant maintenance has been a discipline that has gradually evolved with the industrial revolution. For quite some time, it has been a "necessary evil" in production, manufacturing, and process settings. The changing business needs and industrial conditions have had various impacts on the maintenance process, particularly over the last few years. While some industries have inherent difficulties seeing what maintenance is all about, others have begun to add more flavor to the organizational maintenance practices. This article brings an overview of developments within the offshore oil and gas production sector. 展开更多
关键词 maintenance oil and gas operations asset management technical integrity risk.
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The Research and Development of Integrated Operation-Maintenance Simulation Training System 被引量:1
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作者 Feng Gao Xiue Zhang Lianzheng Zhao 《Journal of Power and Energy Engineering》 2014年第4期470-476,共7页
With deep development of state grid’s system of "Three Sets of Five [1]", China is in urgent need of establishing an appropriate type of simulation system to rapidly improve operation efficiency and the lev... With deep development of state grid’s system of "Three Sets of Five [1]", China is in urgent need of establishing an appropriate type of simulation system to rapidly improve operation efficiency and the level of maintainers, which aim at the integrated operation of substation operation and maintenance service. This article gives an introduction of a simulation training system which is designed for operation-skills training in electrical systems. By the composition of the multiple subjects and skills training for operations staff, this system can provide human guarantee and intellectual support for the "Big-Centralized Overhal". 展开更多
关键词 SUBSTATION operation and maintenance INTEGRATION The SIMULATION TRAINING
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SOMS: A Subway Operation and Maintenance System Based on Planned Maintenance Model with Train State 被引量:1
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作者 Jianlong Ding Yong Qin +2 位作者 Limin Jia Shiyou Zhu Bo Yu 《Journal of Intelligent Learning Systems and Applications》 2013年第4期195-202,共8页
This paper aims to propose a modeling framework for subway operation and maintenance system (SOMS), which analyzes the train condition data based on both train sensor network data and basis train maintenance plan. The... This paper aims to propose a modeling framework for subway operation and maintenance system (SOMS), which analyzes the train condition data based on both train sensor network data and basis train maintenance plan. The system is formulated into five function modules, and the research problem is to determine one auxiliary maintains plan, including the time allocation and frequency of maintenance. The case of Guangzhou metro is conducted to illustrate the applicability of SOMS, and the results reveal a number of interesting insights into subway maintenance system, i.e., the worksheet can reduce duplication of redundant maintenance work, the repair cost, and the damage caused by frequent disassembly. 展开更多
关键词 SUBWAY operation and maintenance SYSTEM (SOMS) Condition-Based maintenance PLANNED Maintenanc
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A Survey on Network Operation and Maintenance Quality Evaluation Models 被引量:1
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作者 LIU Lixia WU Muyang +1 位作者 JI Feng LIU Zheng 《ZTE Communications》 2019年第4期56-61,共6页
The evaluation of network operation and maintenance quality is an important reference for carriers to improve their service.However,the traditional evaluation methods involve so much human participation that it cannot... The evaluation of network operation and maintenance quality is an important reference for carriers to improve their service.However,the traditional evaluation methods involve so much human participation that it cannot cope with the explosive amount of data.Therefore,both the major carriers and researchers are trying to find solutions to evaluate the quality of network operation and maintenance more objectively and accurately.In this paper,we analyze the general process of quality evaluation models for network operation and maintenance.The process has four steps:1)selection of evaluation indicators;2)data process for chosen indicators;3)determination of indicator weights;4)establishment of evaluation models.We further describe the working principle of each step,especially the methods for indicator selection and weight determination.Finally,we review the recently proposed evaluation models and the international stan dards of network operation and maintenance quality evaluation. 展开更多
关键词 QUALITY evaluation NETWORK operation and maintenance QUALITY of service INDICATOR SELECTION WEIGHT determination
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The Effectiveness of Different Methodologies in Gathering Information for Developing BIM Models to Support the Operation and Maintenance of Existing Buildings
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作者 S. O. álvarez-Romero J. A. González-Fajardo +1 位作者 J. N. Zaragoza-Grifé S. A. Audeves-Pérez 《Journal of Building Construction and Planning Research》 2018年第4期298-316,共19页
Systematic, preventive and corrective maintenance is essential for existing buildings in order to retain their original functionality and appearance and satisfy the needs of the users. Essential input for maintenance ... Systematic, preventive and corrective maintenance is essential for existing buildings in order to retain their original functionality and appearance and satisfy the needs of the users. Essential input for maintenance is information about buildings. This paper discusses the assessment of the advantages and limitations of using photogrammetry and a low-cost 3D scanner to collect information from existing buildings and create, through integrative software, BIM models as information systems to support the operation and maintenance functions. Also, these methodologies were compared with one another as well as with a manual information survey conducted at a university campus. The main conclusion is that a combination of methods must be used to obtain geometrical information on existing buildings for their operation and maintenance functions, depending on which ones are the most suitable for the case at hand. 展开更多
关键词 Photogrammetric SURVEYING 3D SCANNER SURVEYING BIM Building operation and maintenance
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Revitalizing and Preparing Drainage Operation and Maintenance to Anticipate Climate Change in Semarang Heritage City
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作者 Slamet Imam Wahyudi Henny Pratiwi Adi Bart Schultz 《Journal of Environmental Science and Engineering(B)》 2017年第1期17-26,共10页
Semarang urban coastal areas are experiencing tidal flood. In addition, land subsidence of 5 to 10 centimetres per year is taking place. The climate change phenomenon provokes land areas that are lower than sea water ... Semarang urban coastal areas are experiencing tidal flood. In addition, land subsidence of 5 to 10 centimetres per year is taking place. The climate change phenomenon provokes land areas that are lower than sea water level from time to time. This makes the situation with respect to flooding increasingly risky. Semarang Old City (heritage) as part of principal Semarang area is suffering also from regular flooding and pollution that hamper the revitalisation of the old city. These areas used to be productive lands, but flooding make the existing public infrastructure does no longer function, and residential areas have changed into unhealthy slams. To overcome these problems, the Government of Semarang chooses a polder drainage system to address the flooding in Semarang. In the framework of the cooperation between Indonesia and the Netherlands, these activities consist of research and workshops on Urban Heritage. The scope consists basically of five components: experiences with urban drainage and flood protection in Semarang with a focus on Semarang Old City, field visit to relevant places with respect to urban drainage and flood protection of Semarang Old City, lectures on the relevant aspects of urban drainage and flood protection, exercises to get an insight in the processes that can take place under normal and extreme conditions, formulation of a preliminary plan to improve the situation with respect to urban drainage and flood protection of Semarang Old City. In this paper, the various relevant points are described, such as scenarios analysis as well as the findings and recommendations for improvement of the urban drainage system and flood protection of Semarang Heritage City. 展开更多
关键词 Drainage heritage city REVITALIZATION operation and maintenance.
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Training on LSA lifeboat operation using Mixed Reality 被引量:1
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作者 Spyridon Nektarios BOLIERAKIS Margarita KOSTOVASILI +1 位作者 Lazaros KARAGIANNIDIS Angelos AMDITIS 《Virtual Reality & Intelligent Hardware》 2023年第3期201-212,共12页
Background This work aims to provide an overview of the Mixed Reality(MR)technology’s use in maritime industry for training purposes.Current training procedures cover a broad range of procedural operations for Life-S... Background This work aims to provide an overview of the Mixed Reality(MR)technology’s use in maritime industry for training purposes.Current training procedures cover a broad range of procedural operations for Life-Saving Appliances(LSA)lifeboats;however,several gaps and limitations have been identified related to the practical training that can be addressed through the use of MR.Augmented,Virtual and Mixed Reality applications are already used in various fields in maritime industry,but their full potential have not been yet exploited.SafePASS project aims to exploit MR advantages in the maritime training by introducing a relevant application focusing on use and maintenance of LSA lifeboats.Methods An MR Training application is proposed supporting the training of crew members in equipment usage and operation,as well as in maintenance activities and procedures.The application consists of the training tool that trains crew members on handling lifeboats,the training evaluation tool that allows trainers to assess the performance of trainees,and the maintenance tool that supports crew members to perform maintenance activities and procedures on lifeboats.For each tool,an indicative session and scenario workflow are implemented,along with the main supported interactions of the trainee with the equipment.Results The application has been tested and validated both in lab environment and using a real LSA lifeboat,resulting to improved experience for the users that provided feedback and recommendations for further development.The application has also been demonstrated onboard a cruise ship,showcasing the supported functionalities to relevant stakeholders that recognized the added value of the application and suggested potential future exploitation areas.Conclusions The MR Training application has been evaluated as very promising in providing a user-friendly training environment that can support crew members in LSA lifeboat operation and maintenance,while it is still subject to improvement and further expansion. 展开更多
关键词 Augmented Reality Mixed Reality Maritime training Cruise industry Lifeboat operation Lifeboat maintenance H2020 research project
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HIRFL Remote Operation and Maintenance System
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作者 Ma Tao Wang Yongping +3 位作者 Gou Shizhe Yue Min Yuan Chao Ma Yuan 《IMP & HIRFL Annual Report》 2017年第1期303-303,共1页
Due to the facility’s particularity,HIRFL network system was designed independently and physically isolated from the external network to ensure its security and reliability.However,these have caused inconvenience in ... Due to the facility’s particularity,HIRFL network system was designed independently and physically isolated from the external network to ensure its security and reliability.However,these have caused inconvenience in information exchange between internal and external networks,also made it difficult for both experimenters and operators to remote monitoring,observation and device maintenance.Therefore,it is necessary to establish the HIRFL Remote Operation and Maintenance System,which is able to ferry information securely between internal and external networks,also provide a safe and reliable method for experimenters and operators to carry out remote observation,monitoring and device maintenance work. 展开更多
关键词 OPERATORS CARRY maintenance
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基于数字孪生的智能运维理论体系与实现方法 被引量:6
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作者 刘占省 史国梁 +1 位作者 杜修力 焦泽栋 《土木与环境工程学报(中英文)》 CSCD 北大核心 2024年第1期46-57,共12页
在建筑行业转型升级的背景下,针对大型建筑运维过程管理效率低、各类运维事件决策分析精度不足、智能化程度有待提高等问题,提出基于数字孪生的智能运维理论体系与实现方法。总结归纳大型建筑智能运维需要采集的信息,分析智能运维亟待... 在建筑行业转型升级的背景下,针对大型建筑运维过程管理效率低、各类运维事件决策分析精度不足、智能化程度有待提高等问题,提出基于数字孪生的智能运维理论体系与实现方法。总结归纳大型建筑智能运维需要采集的信息,分析智能运维亟待解决的问题,融合智能感知与数字孪生技术,给出智能运维运行机理,建立针对大型建筑的智能运维架构体系与多维多尺度的孪生模型。研究建筑智能运维的实现方法,其中包含智能运维全要素信息的采集与传输、智能运维孪生体的构建与运行、智能运维孪生数据的管理机制及智能运维平台的架构。在智能运维理论体系和实现方法的指导下,搭建了智能运维平台,并应用于某大型建筑工程的运维管理。考虑运维管理过程中的虚实交互与时空演化,初步验证了数字孪生在提高运维管理智能化程度方面的有效性。 展开更多
关键词 建筑运维 智能运维 数字孪生 智能管理
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Design and Evaluation Tool for Operations and Maintenance Logistics Concepts for Offshore Wind Power Plants
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作者 Torsten Mansterberg Robert Rauer Carlos Jahn 《Journal of Energy and Power Engineering》 2013年第11期2054-2059,共6页
In this article, the authors give an overview of different logistics concepts for operation and maintenance of OWPP (offshore wind power plants). These can be generally classified into onshore based and offshore bas... In this article, the authors give an overview of different logistics concepts for operation and maintenance of OWPP (offshore wind power plants). These can be generally classified into onshore based and offshore based concepts. The operation of OWPPs can still be improved as research has shown that the availability of OWPPs is low compared to onshore wind power plants. There are a few tools to calculate operating costs and to evaluate the different concepts. However, most tools have a weak focus on logistics although logistics account for a big share of the costs. The tool the authors are introducing in this article focuses on the logistics processes. It is first explained and then tested with an OWPP scenarin 展开更多
关键词 Offshore wind energy offshore wind power plants operations and maintenance logistics concepts design and evaluationtool simulation.
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继电保护远程运维系统报文合规检测及入侵阻断技术应用 被引量:1
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作者 余江 高宏慧 +4 位作者 史泽兵 蒋纬纬 武芳瑛 詹庆才 张蕊 《中国电力》 CSCD 北大核心 2024年第3期135-143,151,共10页
继电保护远程运维中数据传输各环节存在网络入侵风险,现有安全措施未有效处理业务层风险,且存在风险阻断不及时等问题。为此,提出一种报文合规检测方法及入侵阻断技术,分析报文的对象、格式、业务逻辑和行为模式,建立报文合规规则库及... 继电保护远程运维中数据传输各环节存在网络入侵风险,现有安全措施未有效处理业务层风险,且存在风险阻断不及时等问题。为此,提出一种报文合规检测方法及入侵阻断技术,分析报文的对象、格式、业务逻辑和行为模式,建立报文合规规则库及不合规报文阻断策略,设计开发不合规报文阻断模块及“一键阻断”紧急控制模块。通过模拟仿真环境测试,结果表明,上述技术对不同类型异常报文进行的阻断效果与预期一致,可有效阻断非法入侵攻击,从而提高继电保护远程运维的安全性和稳定性。 展开更多
关键词 继电保护 远程运维 网络安全 入侵检测 紧急控制
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基于“一中心四平台”的公立医院后勤运营管理实践研究 被引量:1
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作者 石苗 吴永仁 +4 位作者 邵军 管德赛 王俊 孙鹏 郭诚刚 《现代医院》 2024年第2期271-274,279,共5页
目的探讨基于“一中心四平台”的医院后勤运营管理模式成效。方法以医院智慧管理分级评估标准为依据,依托大数据、物联网、互联网+、人工智能等技术运用,打造后勤智慧运维管理中心以及设备管控信息化平台、安全防范信息化平台、能耗监... 目的探讨基于“一中心四平台”的医院后勤运营管理模式成效。方法以医院智慧管理分级评估标准为依据,依托大数据、物联网、互联网+、人工智能等技术运用,打造后勤智慧运维管理中心以及设备管控信息化平台、安全防范信息化平台、能耗监测信息化平台、运营管理信息化平台的“一中心四平台”运营管理模式。结果经过样本医院的管理实践证明:基于“智慧联动”的设备故障处置能力得到显著提升,2022年故障报警次数同比2021年下降28.63%,其中高级、普通报警次数同比2021年分别下降69.53%、33.15%;基于“一站式”的后勤服务保障能力得到显著提升,2022年同比2021年维修次数下降2.92%,维修质量有所提高,反复维修频次降低;基于“数据挖掘”的能耗管控能力得到显著提升,2022年万元收入能耗支出同比2021年下降8.71%。结论“一中心四平台”可以显著提高后勤运维管理水平。 展开更多
关键词 一中心四平台 智慧运维 后勤信息化 运营管理
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主要国际大通道形成模式、运维经验及对中国的启示 被引量:1
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作者 宋琍琍 耿泽群 祁欣 《国际贸易》 CSSCI 北大核心 2024年第2期37-46,共10页
国际大通道内涵丰富,形成模式多样,融合性强,目前学界、业界尚无统一定义;但其在全球化持续深入背景下,对国家、地区乃至全球发展的基础性、战略性作用日益突出。马六甲海峡、苏伊士运河等主要国际大通道的稳定发展,得益于相关政府的科... 国际大通道内涵丰富,形成模式多样,融合性强,目前学界、业界尚无统一定义;但其在全球化持续深入背景下,对国家、地区乃至全球发展的基础性、战略性作用日益突出。马六甲海峡、苏伊士运河等主要国际大通道的稳定发展,得益于相关政府的科学规划、协同联动,以及企业主体的国际化运作和绿色、数字实践等。我国对现代国际大通道的建设、研究等起步晚、基础弱,应深入研究国际大通道发展情况,借鉴相关国家政府、企业的经验做法,提升国际大通道建设、维护和把控能力,充分利用国际大通道促进高水平对外开放,推动共建“一带一路”高质量发展,保障我国全球利益和发展安全,推动构建国内国际双循环新发展格局。 展开更多
关键词 国际大通道 形成模式 运维经验 “一带一路”
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基于建筑信息模型数据驱动的铁路设备运维多模态知识图谱构建 被引量:3
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作者 林海香 胡娜娜 +2 位作者 何乔 赵正祥 白万胜 《同济大学学报(自然科学版)》 EI CAS CSCD 北大核心 2024年第2期166-173,共8页
铁路信号设备是保障行车安全、提高运输效率的核心装备,加强信号设备智能运维是降低铁路运行风险的必要基础保障。目前,针对我国基于建筑信息模型(BIM)的智能运维平台存在不能精准映射各设备的行为规律和相互之间互馈作用的机理,须同时... 铁路信号设备是保障行车安全、提高运输效率的核心装备,加强信号设备智能运维是降低铁路运行风险的必要基础保障。目前,针对我国基于建筑信息模型(BIM)的智能运维平台存在不能精准映射各设备的行为规律和相互之间互馈作用的机理,须同时依靠经验知识进行推断等问题。首先构建了铁路设备运维文本知识图谱;其次构建卷积神经网络(CNN)-团组图卷积神经网络(cgGCN)模型对BIM图像模态数据进行处理,完成对20种铁路信号设备零件图信息的标注,实验结果表明模型准确率达到95.38%,精确率和召回率的调和平均值F1达到95.58%;最后将BIM图像信息以视觉模态嵌入运维文本知识图谱,利用Neo4j图数据库实现多模态知识图谱可视化展示,从而精准映射各信号设备相互之间互馈作用的机理,为后续现场铁路运维人员实施安全管理和运维决策提供在线服务和指导。 展开更多
关键词 铁路信号设备 建筑信息模型(BIM) 运维 多模态 知识图谱
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基于预知维修的小麦播种机运行监控系统设计 被引量:1
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作者 张惠峰 成静 《农机化研究》 北大核心 2024年第7期121-124,130,共5页
为了减少播种机故障频率,提升小麦播种机的播种效率和播种质量,基于预知维修对小麦播种机的运行监控系统进行了设计。系统的主要组成包括主控单片机、检测系统、显示监控系统、报警系统及电源。为了对播种机进行预知维修,将灰色模型和... 为了减少播种机故障频率,提升小麦播种机的播种效率和播种质量,基于预知维修对小麦播种机的运行监控系统进行了设计。系统的主要组成包括主控单片机、检测系统、显示监控系统、报警系统及电源。为了对播种机进行预知维修,将灰色模型和神经网络模型结合,建立了动态灰色神经网络模型,并进行了算法设计。为了验证小麦播种机监控系统性能和预知维修算法的有效性,对其进行了监测精度和趋势预测试验,结果表明:监测系统的监测精度较高,播种机可有效对数据趋势进行预测。 展开更多
关键词 小麦播种机 预知维修 运行监控系统 动态灰色神经网络模型 监测精度
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基于增强现实技术的电力设备运维检修仿真方法 被引量:2
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作者 司洁 张华 《自动化技术与应用》 2024年第2期156-159,168,共5页
为解决电力设备运维检修中,运行状态监测不够全面的问题,提出基于增强现实技术的电力设备运维检修仿真方法。基于步行者航位推算技术与GPS技术设计无线定位平台,无线定位检修人员并记录行动轨迹;拍摄电力设备运维检修图像,基于增强现实... 为解决电力设备运维检修中,运行状态监测不够全面的问题,提出基于增强现实技术的电力设备运维检修仿真方法。基于步行者航位推算技术与GPS技术设计无线定位平台,无线定位检修人员并记录行动轨迹;拍摄电力设备运维检修图像,基于增强现实技术,结合MEEM算法与ORB算法设计增强现实三维注册技术;以3dsMax软件构建电力设备运维检修三维模型。融合定位结果、三维注册结果与模型,实现仿真中的虚实融合、人机交互。测试结果表明,该方法能够实现带电区域检测的仿真以及电力设备识别、运维检修状态检测的仿真,证明该方法拥有良好的仿真性能。 展开更多
关键词 增强现实 步行者航位推算 三维注册 电力设备 虚实融合 运维检修
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考虑运维环境影响的风电系统维修决策建模
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作者 王金贺 麻敬 +2 位作者 甘婕 夏玉强 杨晓梅 《中国电机工程学报》 EI CSCD 北大核心 2024年第21期8507-8517,I0015,共12页
为深入分析运维环境对风电系统退化过程的影响,尽可能提高系统可靠性,并降低运维成本,在考虑运维环境影响基础上基于剩余寿命预测理论提出风电系统的动态预防性状态维修策略。该策略将风电系统运维环境划分为3大类,通过构建环境状态转... 为深入分析运维环境对风电系统退化过程的影响,尽可能提高系统可靠性,并降低运维成本,在考虑运维环境影响基础上基于剩余寿命预测理论提出风电系统的动态预防性状态维修策略。该策略将风电系统运维环境划分为3大类,通过构建环境状态转移矩阵,利用维纳过程分析机组在不同运维环境下的退化过程,在此基础上进一步通过维修阈值和预测机组剩余寿命确定风电系统检测时刻,建立动态预防性状态维修决策模型。算例分析结果验证模型的有效性和可行性,策略对比和灵敏性分析结果进一步表明,该策略在降低风电系统维修成本方面具有明显的经济优势,且运维环境对风电系统维修决策的影响确实存在,考虑运维环境影响的维修决策建模能够为风电系统管理者提供理论参考。 展开更多
关键词 风电系统 维修 运维环境 维纳过程 剩余寿命
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