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一种并行神经网络的机械故障诊断方法研究
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作者 夏虹 张力 +1 位作者 刘群 杜泽 《哈尔滨工程大学学报》 EI CAS CSCD 2000年第2期43-46,共4页
在机械设备故障诊断中 ,对并发故障的诊断是一个难解决的问题 ,本文提出了用一种并行神经网络的方法来解决这个问题 .介绍了并行神经网络故障诊断的机理 ,并且以饱和汽轮机的冷凝器为诊断对象讨论了该方法的实现技术 .
关键词 故障诊断 并行神经网络 冷凝器 饱和气轮机
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Simulation and analysis of humid air turbine cycle based on aeroderivative three-shaft gas turbine 被引量:2
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作者 HUANG Di CHEN Jin-wei +2 位作者 ZHOU Deng-ji ZHANG Hui-sheng SU Ming 《Journal of Central South University》 SCIE EI CAS CSCD 2018年第3期662-670,共9页
Due to the fact that the turbine outlet temperature of aeroderivative three-shaft gas turbine is low,the conventional combined cycle is not suitable for three-shaft gas turbines.However,the humid air turbine(HAT)cycle... Due to the fact that the turbine outlet temperature of aeroderivative three-shaft gas turbine is low,the conventional combined cycle is not suitable for three-shaft gas turbines.However,the humid air turbine(HAT)cycle provides a new choice for aeroderivative gas turbine because the humidification process does not require high temperature.Existing HAT cycle plants are all based on single-shaft gas turbines due to their simple structures,therefore converting aeroderivative three-shaft gas turbine into HAT cycle still lacks sufficient research.This paper proposes a HAT cycle model on a basis of an aeroderivative three-shaft gas turbine.Detailed HAT cycle modelling of saturator,gas turbine and heat exchanger are carried out based on the modular modeling method.The models are verified by simulations on the aeroderivative three-shaft gas turbine.Simulation results show that the studied gas turbine with original size and characteristics could not reach the original turbine inlet temperature because of the introduction of water.However,the efficiency still increases by 0.16%when the HAT cycle runs at the designed power of the simple cycle.Furthermore,simulations considering turbine modifications show that the efficiency could be significantly improved.The results obtained in the paper can provide reference for design and analysis of HAT cycle based on multi-shaft gas turbine especially the aeroderivative gas turbine. 展开更多
关键词 humid air turbine aeroderivative gas turbine SATURATOR SIMULATION
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Low Steam Condition Heat Generator Combined with Advanced Oxy-Fuel Combustion LNG Gas Turbine for Power Generation
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作者 Kanji Oshima Yohji Uchiyama 《Journal of Energy and Power Engineering》 2012年第8期1226-1232,共7页
We propose a novel concept for power generation that involves the combination of a LSCHG (low-steam-condition heat generator), such as a light water nuclear reactor or a biomass combustion boiler, with an advanced c... We propose a novel concept for power generation that involves the combination of a LSCHG (low-steam-condition heat generator), such as a light water nuclear reactor or a biomass combustion boiler, with an advanced closed-cycle oxy-fuel combustion gas turbine-a type of complex and efficient oxy-fuel gas turbine. In this study, a LSCHG is designed to heat water to saturated steam of a few MPa, to assist in the generation of the main working fluids, instead of a compressor used in the advanced oxy-fuel gas turbine. This saturated steam can have a lower pressure and temperature than those of an existing nuclear power plant or biomass-fired power plant. We estimated plant performances in LHV (lower heating value) basis from a heat balance model based on a conceptual design of a plant for different gas turbine inlet pressures and temperatures of 1,300 ℃ and 1,500 ℃, taking into account the work to produce O2 and capture CO2. While the net power generating efficiencies of a reference plant are estimated to be about 52.0% and 56.0% at 1,300 ℃ and 1,500 ℃, respectively, and conventional LSCHG power plant is assumed to have an efficiency of about 35% or less for pressures of 2.5-6.5 MPa, the proposed hybrid plant achieved 42.8%-44.7% at 1,300 ℃ and 47.8%-49.2% at 1,500 ℃. In the proposed plant, even supposing that the generating efficiency of the LNG system in the proposed plant remains equal to that of the reference plant, the efficiency of LSCHG system can be estimated 37.4% for 6.5 MPa and 33.2% for 2.5 MPa, even though the LSHCG system may be regarded as consisting of fewer plant facilities than a conventional LSCHG power plant. 展开更多
关键词 Gas turbine oxy-fuel combustion hybrid power plant generating efficiency conceptual design.
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