共查询到18条相似文献,搜索用时 171 毫秒
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燃油系统模糊神经网络故障诊断专家系统研究 总被引:3,自引:0,他引:3
专家系统前景广阔,前人在该领域的理论和实践方面已做了大量的工作,但传统的专家系统存在许多缺陷,因此欲使其得到进一步发展就必须引入其它先进技术。为解决传统专家系统知识获取和经验性知识的不确定性等“瓶颈”问题,提出将模糊神经网络技术引入到专家系统中。介绍了基于模糊神经网络的专家系统构成的原理、方法、结构和实现技术。将基于模糊多层感知器构成的专家系统应用于柴油机燃油系统故障的分类诊断中,收到了很好的效果。 相似文献
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针对目前继电保护装置的定值比对效率低下和定值固化存在电网风险、作业风险的问题,提出了适用于智能电网继电的基于多源数据的定值在线比对方法以及基于专家系统的定值固化系统。该系统考虑不同设备间的兼容性,使用统一的定值模板和模糊匹配的方法进行首部匹配、包含匹配、关键词匹配和尾部匹配获取设备的定值数据,并将设备实时运行时的定值数据与标准定值进行比较,若不同则发送故障警告。基于专家系统的定值固化,根据专家经验及正向与逆向推理相结合的方法确定设备的固化方式。系统实现及仿真结果表明,该系统能有效保护电网设备的运行,为继电保护和自动化管理提供了可行的方法。 相似文献
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基于模糊神经网络的发动机故障诊断专家系统的研究 总被引:3,自引:0,他引:3
根据发动机的组成结构、功能原理及维修专家的实际经验,提出了一种基于模糊神经网络的故障诊断方法,将模糊逻辑和神经网络与传统的专家系统结合起来,开发出发动机故障诊断专家系统软件。该系统具有推理过程简单、快捷和准确等优点。 相似文献
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针对传统施工进度风险评价方法存在的不足,从风险因素影响权重的确定存在不确定性和模糊性入手,将传统的模糊层次分析法中的点标度扩充到区间标度,提出了一种基于三元区间数的模糊区间层次分析法(FIAHP),即改进的模糊层次分析法,通过该方法确定风险影响权重,以此将工序模糊工期按照风险影响程度进行改进,得到与每次迭代时风险因素的不同状况对应的工序持续时间,据此借助Excel和Crystal Ball软件进行项目工期仿真计算,从而确定项目的网络进度工期。实例应用结果表明,所提方法得到的项目工期可靠性更高,且更加符合实际。 相似文献
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通过在绝缘结构、金属护套结构和外护套结构3个主要方面的技术性能对比,分析对电缆载流量、分段盘长、结构机械性能和工程投资的影响,给500kV交流超高压电缆应用设计选型建议:交联聚乙烯(xLPE)绝缘、空气中敷设优选平滑铝护套、环保低热阻的外护套。 相似文献
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《International Journal of Hydrogen Energy》2020,45(3):1385-1398
A novel project solution for large-scale hydrogen application is proposed utilizing surplus wind and solar generated electricity for hydrogen generation and NG pipeline transportation for hydrogen-natural gas mixtures (called HCNG). This application can practically solve urgent issues of large-scale surplus wind and solar generated electricity and increasing NG demand in China. Economic evaluation is performed in terms of electricity and equipment capacity estimation, cost estimation, sensitivity analysis, profitability analysis and parametric study. Equipment expenses are dominant in the construction period, especially those of the electrolysers. Electricity cost and transportation cost are the main annual operating costs and greatly influence the HCNG and pure hydrogen costs. The project proves to be feasible through the profitability analysis. The main influence items are tested individually to guarantee project profitability within 22 years. The project can reduce 388.40 M Nm3 CO2 emissions and increase 2998.52 M$ incomes for solar and wind power stations. 相似文献
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Hydrogen infrastructure costs will vary by region as geographic characteristics and feedstocks differ. This paper proposes a method for optimizing regional hydrogen infrastructure deployment by combining detailed spatial data in a geographic information system (GIS) with a technoeconomic model of hydrogen infrastructure components. The method is applied to a case study in Ohio in which coal-based hydrogen infrastructure with carbon capture and storage (CCS) is modeled for two distribution modes at several steady-state hydrogen vehicle market penetration levels. The paper identifies the optimal infrastructure design at each market penetration as well as the costs, CO2 emissions, and energy use associated with each infrastructure pathway. The results indicate that aggregating infrastructure at the regional-scale yields lower levelized costs of hydrogen than at the city-level at a given market penetration level, and centralized production with pipeline distribution is the favored pathway even at low market penetration. Based upon the hydrogen infrastructure designs evaluated in this paper, coal-based hydrogen production with CCS can significantly reduce transportation-related CO2 emissions at a relatively low infrastructure cost and levelized fuel cost. 相似文献
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《Journal of power sources》2006,157(2):862-874
The use of hydrogen (H2) as transport fuel is often said to suffer from the ‘chicken and egg’ problem: vehicles that depend on H2 cannot go on the roads due to the lack of an adequate infrastructure, and the almost non-existent fleet of H2 vehicles on the roads makes it economically unsound to build a H2 infrastructure.Although both hydrogen vehicles (fuel cell and internal combustion engine) and the related infrastructure have been (and are being) developed and some are commercially available, cost is seen as a major barrier. With today's technologies, H2 only becomes competitive with petrol and diesel when produced at large quantities, suitable for supplying e.g. thousands of H2 buses. The question is, how might this point be reached, and are there least cost infrastructural pathways to reach it. This paper tries to address the latter question, using the early development of a H2 infrastructure for buses in London as a case study.The paper presents some of the analyses and results from a Ph.D. project (in progress) being undertaken at Imperial College London, funded by EPSRC (Grant GR/R50790/01). The results presented here illustrate that cost of hydrogen production and delivery vary mainly with levels of hydrogen demand and delivery distances, as well as other logistic criteria; least cost production–delivery pathways have been identified for various hydrogen demand scenarios and refuelling station set-ups. Another important conclusion is that the pattern of converting a group of refuelling stations to hydrogen (e.g. a group of refuelling stations for buses in London) has a significant effect on the unit cost of hydrogen. 相似文献
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A promising candidate that may follow conventional vehicles with internal combustion engines combines hydrogen from regenerative sources of energy, fuel cells and an electric drive train. For early fleets introduced the refuelling infrastructure needs to be in place at least to the extent of the vehicles operational reach. The question arises which strategies may help to keep initial hydrogen and infrastructure cost low? Industrial production, distribution and use of hydrogen is well-established and the volumes handled are substantial. Even though today's industrial hydrogen is not in tune with the long-term sustainable vision, hydrogen production and infrastructure already in place might serve as a nucleus for putting that vision into practice. This contribution takes stock of industrial production and use of hydrogen in North Rhine-Westphalia based on a recently finalized project. It demonstrates to which extent industrial hydrogen could be used for a growing number of vehicles and at which time additional capacity might need to be installed. 相似文献
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One of the major barriers to the deployment of hydrogen as a transportation fuel is the lack of an infrastructure for supplying the fuel to consumers. Consequently, models are needed to evaluate the cost and design of various infrastructure deployment strategies. The best strategy will likely differ between regions based on the spatial distribution of H2 demand and variations in regional feedstock costs. Although several spatially-explicit infrastructure models have been developed, none of the published models are capable of optimizing interconnected regional pipeline networks for linking multiple production facilities and demand locations. This paper describes the Hydrogen Production and Transmission (HyPAT) model, which is a network optimization tool for identifying the lowest cost centralized production and pipeline transmission infrastructure within real geographic regions. A case study in the southwestern United States demonstrates the capabilities and outputs of the model. 相似文献
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Younggeun Lee Ung Lee Kyeongsu Kim 《International Journal of Hydrogen Energy》2021,46(27):14857-14870
The comparative techno-economic analysis and quantitative risk analysis (QRA) of the hydrogen delivery infrastructure covering the national hydrogen demands are presented to obtain a comprehensive understanding of the infrastructure of commercial hydrogen delivery. The cost calculation model, which was based on the hydrogen delivery scenario analysis model (HDSAM), was employed to estimate the costs of hydrogen fuel delivery in Seoul, Korea, whose area is small enough to not require intermediate delivery stations. The QRA methodology was modified to be suitable for the comparative analysis of the whole hydrogen infrastructure. The capacities of a hydrogen refueling station and the hydrogen market penetration were employed as the main variables and the two scenarios, viz. the gaseous and liquid hydrogen delivery options, were considered. The analysis results indicate that the delivery system of gaseous hydrogen was superior in terms of cost and that of liquid hydrogen was superior in terms of safety. Both delivery options were affected by the capacity of the station and the market penetration, and the cost and risk drastically changed, especially when the two variables were small. Thus, according to the results, the economic and safety issues of the hydrogen delivery infrastructure are critical to achieving a hydrogen energy society. 相似文献