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一种燃气轮机联合循环系统模型的分析与改进 被引量:2
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作者 陈柯言 刘尚明 《热力透平》 2016年第1期1-7,共7页
依据已在国际上得到广泛应用的模型对燃气轮机联合循环系统的动态特性和临界频率特性进行仿真分析,根据模型对频率扰动的响应分析结果改进模型的温度控制模块,并比较分析改进效果。在此基础上,利用该模型研究联合循环系统在电网中的调... 依据已在国际上得到广泛应用的模型对燃气轮机联合循环系统的动态特性和临界频率特性进行仿真分析,根据模型对频率扰动的响应分析结果改进模型的温度控制模块,并比较分析改进效果。在此基础上,利用该模型研究联合循环系统在电网中的调频能力。仿真结果表明,改进后的模型具有更短的镇定时间和更强的鲁棒性,而且具有良好的调频能力。 展开更多
关键词 燃气轮机联合循环模型 临界频率 过热控制器灵敏度 频率扰动 电网调频
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基于混合深度学习的燃气轮机动态过程关键参数在线辨识 被引量:2
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作者 孙守泰 薛亚丽 +1 位作者 王明春 孙立 《中国舰船研究》 CSCD 北大核心 2023年第3期222-230,共9页
[目的]为克服燃气轮机非线性时变特性对动态控制及性能监测的影响,通过长短期记忆神经网络(LSTM)的时序记忆、非线性关系表达与高斯过程回归(GPR)的区间概率估计能力三者的结合,提出一种基于LSTM-GPR混合深度学习模型的关键动态参数在... [目的]为克服燃气轮机非线性时变特性对动态控制及性能监测的影响,通过长短期记忆神经网络(LSTM)的时序记忆、非线性关系表达与高斯过程回归(GPR)的区间概率估计能力三者的结合,提出一种基于LSTM-GPR混合深度学习模型的关键动态参数在线辨识算法。[方法]首先,建立燃气轮机的动态机理模型,以燃料热值、压气机效率及负载电力矩为待辨识参数,生成大量训练数据;然后,构建LSTM-GPR参数辨识网络模型,并输入训练数据进行网络训练和权重系数学习;最后,使用训练好的LSTM-GPR混合模型对燃气轮机动态运行参数进行在线辨识,经分析辨识结果来验证所提算法的有效性。[结果]仿真结果表明,所提算法辨识结果准确,误差小于1%,实时性好,相比于LSTM单一模型能获得更好的均值估计效果,并给出可靠的结果置信区间。[结论]所提算法能有效应用于燃气轮机模型的关键动态参数在线辨识,为进一步应用于实际机组奠定了基础。 展开更多
关键词 燃气轮机模型 在线参数辨识 长短期记忆神经网络 高斯过程回归
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发电用重型燃气轮机的模糊自适应控制 被引量:9
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作者 徐立新 强文义 +2 位作者 王玉琛 周彦 苗立杰 《哈尔滨工程大学学报》 EI CAS CSCD 北大核心 2005年第2期156-160,共5页
为了克服传统PI控制器的不足,满足燃气轮机对高品质控制性能的要求,对常规PI控制算法进行分析,找出了常规PI控制器不能获得最佳控制效果的原因.同时通过对模糊自适应控制的原理和燃气轮机运行过程的分析,并结合专家经验得出燃气轮机模... 为了克服传统PI控制器的不足,满足燃气轮机对高品质控制性能的要求,对常规PI控制算法进行分析,找出了常规PI控制器不能获得最佳控制效果的原因.同时通过对模糊自适应控制的原理和燃气轮机运行过程的分析,并结合专家经验得出燃气轮机模糊PI控制规律,设计出了透平转速和燃气轮机排气温度的模糊自适应PI控制器.仿真试验结果证实模糊自适应控制器可以提高燃气轮机的性能,而且实现方便———只要在原系统上增加一个微处理器,完成模糊计算即可. 展开更多
关键词 燃气轮机控制模型 模糊增益矩阵 参数整定 PI控制器
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双时间尺度电-气耦合网络动态潮流计算 被引量:1
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作者 葛维春 张明理 +2 位作者 王义贺 潘霄 周桂平 《辽宁工程技术大学学报(自然科学版)》 CAS 北大核心 2020年第2期172-179,共8页
为了解决综合能源系统导在时间尺度上存在显著差异,以及网络潮流计算计算时间长和难度大的问题.通过kiuchi隐式方法,建立电-气网络的动态模型,求解天然气管道的动态潮流方程;并基于奇异摄动理论建立了燃气轮机的摄动模型,提出了一种多... 为了解决综合能源系统导在时间尺度上存在显著差异,以及网络潮流计算计算时间长和难度大的问题.通过kiuchi隐式方法,建立电-气网络的动态模型,求解天然气管道的动态潮流方程;并基于奇异摄动理论建立了燃气轮机的摄动模型,提出了一种多时间尺度特性的动态潮流算法.最后,对IEEE-9节点电力系统和3节点的天然气网络的耦合多能系统中进行仿真验证.结果表明:通过使用多时间尺度计算方法可以有效减少计算时间,并且燃气轮机入口流量变化会影响天然气网络潮流分布. 展开更多
关键词 气网动态模型 燃气轮机动态模型 奇异摄动 摄动模型 动态潮流
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Numerical simulation of three-dimensional combustion flows 被引量:1
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作者 TAN Zhi-yong MU Yong ZHENG Hong-tao 《Journal of Marine Science and Application》 2005年第3期42-46,共5页
A finite-rate method is used to simulate the three-dimensional combustion process in a plasma generator with CH4 as the fuel. The simulation was run with RNG k-ε model to simulate turbulence, with eddy-dissipation-co... A finite-rate method is used to simulate the three-dimensional combustion process in a plasma generator with CH4 as the fuel. The simulation was run with RNG k-ε model to simulate turbulence, with eddy-dissipation-concept (EDC) model to simulate the combustion and with discrete ordinates model to simulate radiation. The numerical results show that the flow field characteristics and the parameter distributions are under the condition of rich fuels, and these results provide valuable information when optimizing the plasma generator design and organizing its flow fields. 展开更多
关键词 plasma generator turbulent flow finite-rate reaction discrete ordinates model numerical simulation
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Study of Microturbine Models in Islanded and Grid-Connected Mode
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作者 A.K. Saha 《Journal of Energy and Power Engineering》 2011年第9期862-869,共8页
Modeling and simulation of two different microturbine (MT) models to analyze load following performance as distributed energy resource (DER) have been presented in this paper. The first model consists of speed gov... Modeling and simulation of two different microturbine (MT) models to analyze load following performance as distributed energy resource (DER) have been presented in this paper. The first model consists of speed governor, acceleration control, and temperature control blocks while the other is GAST model. The system comprises a synchronous generator and a MT coupled to it. Simulations are carried out in islanded and grid-connected mode to observe the system response when supplying variable loads. The load following characteristics is observed and validated for this MT-synchronous generator model in Matlab-Simulink environment. This is applicable with combined heat power (CHP) generators both with general fuel as well as bio-fuels. The use of bio-fuels is very much promising for generating green power preventing green house gas emissions for fighting against global warming. 展开更多
关键词 Distributed energy resources MICROTURBINE synchronous generator speed control RECUPERATOR
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Exergetic Performance Analysis of a Cogeneration Plant at Part Load Operations
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作者 B.T. Aklilu S.I. Gilani 《Journal of Energy and Power Engineering》 2010年第10期1-8,共8页
A cogeneration plant can run at off-design due to change of load demand or ambient conditions. The cogeneration considered for this study is gas turbine based engine consists of variable stator vanes (VSVs) compress... A cogeneration plant can run at off-design due to change of load demand or ambient conditions. The cogeneration considered for this study is gas turbine based engine consists of variable stator vanes (VSVs) compressor that are re-staggered for loads greater than 50% to maintain the gas turbine exhaust gas temperature at the set value. In order to evaluate the exergetic performance of the cogeneration, exergy model of each cogeneration component is formulated. A 4.2 MW gas turbine based cogeneration plant is analysed for a wide range of part load operations including the effect of VSVs modulation. For loads less than 50%, the major exergy destruction contributors are the combustor and the loss with the stack gas. At full load, the exergy destructions in the combustor, turbine, heat recovery, compressor and the exergy loss with stack gas are 63.7, 14.1, 11.5, 5.7, and 4.9%, respectively. The corresponding first and second law cogeneration efficiencies are 78.5 and 45%, respectively. For comparison purpose both the first and second law efticiencies of each component are represented together. This analysis would help to identify the equipment where the potential for performance improvement is high, and trends which may aid in the design of future plants. 展开更多
关键词 Gas turbine variable stator vanes COGENERATION exergy destruction part load performance.
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Experimental and Numerical Analysis of Natural Bio and Syngas Swirl Flames in a Model Gas Turbine Combustor 被引量:2
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作者 S.Iqbal A.C.Benim +3 位作者 S.Fischer F.Joos D.KluB A.Wiedermann 《Journal of Thermal Science》 SCIE EI CAS CSCD 2016年第5期460-469,共10页
Turbulent reacting flows in a generic swirl gas turbine combustor model are investigated both numerically and experimentally.In the investigation,an emphasis is placed upon the external flue gas recirculation,which is... Turbulent reacting flows in a generic swirl gas turbine combustor model are investigated both numerically and experimentally.In the investigation,an emphasis is placed upon the external flue gas recirculation,which is a promising technology for increasing the efficiency of the carbon capture and storage process,which,however,can change the combustion behaviour significantly.A further emphasis is placed upon the investigation of alternative fuels such as biogas and syngas in comparison to the conventional natural gas.Flames are also investigated numerically using the open source CFD software OpenFOAM.In the numerical simulations,a laminar flamelet model based on mixture fraction and reaction progress variable is adopted.As turbulence model,the SST model is used within a URANS concept.Computational results are compared with the experimental data,where a fair agreement is observed. 展开更多
关键词 Gas turbine combustion turbulent combustion URANS laminar flamelet method
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