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基于BP网络方法的热电厂性能分析系统
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作者 诸佩敏 忻建华 《上海电力》 2007年第5期472-474,共3页
目前发电厂性能分析大多采用热平衡法,存在原始参数数量大、计算复杂且维护不当时性能计算误差大等问题。文章介绍了利用BP神经网络对某热电厂125MW抽凝式机组煤耗进行仿真计算的过程,通过对参数个数、学习样本组数、隐层结点个数的选择... 目前发电厂性能分析大多采用热平衡法,存在原始参数数量大、计算复杂且维护不当时性能计算误差大等问题。文章介绍了利用BP神经网络对某热电厂125MW抽凝式机组煤耗进行仿真计算的过程,通过对参数个数、学习样本组数、隐层结点个数的选择,确立一个优化的BP神经网络模型,仅用少量的关键参数即可计算机组的煤耗,并使误差控制在0.5%之内。该神经网络模型在保证煤耗计算精度的基础上,弥补了热平衡法需要过多原始参数的缺点,为火电厂性能分析提供了一条新途径。 展开更多
关键词 热平衡法 煤耗 电厂性能 BP神经网络
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电厂汽轮机组的脱碳热耦合变工况模拟及汽耗特性
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作者 韩冰 田相峰 金赫 《洁净煤技术》 CAS CSCD 北大核心 2024年第S01期456-463,共8页
燃煤电厂采用醇胺法碳捕集会降低电厂汽轮机组的发电功率及发电效率,也会使汽轮机组汽耗特性曲线与设计曲线相比发生变化,因此需要变工况模拟脱碳热耦合对汽轮机组性能的影响,并重新绘制脱碳汽轮机组的汽耗特性曲线。文中采用模拟准确... 燃煤电厂采用醇胺法碳捕集会降低电厂汽轮机组的发电功率及发电效率,也会使汽轮机组汽耗特性曲线与设计曲线相比发生变化,因此需要变工况模拟脱碳热耦合对汽轮机组性能的影响,并重新绘制脱碳汽轮机组的汽耗特性曲线。文中采用模拟准确度更高的变流量变压力方法,模拟了脱碳热耦合对锦界电厂汽轮机组的影响,并将模拟结果与目前研究中常用的变流量定压力方法模拟结果进行对比分析。在此基础上,针对目前缺乏相关脱碳汽轮机组汽耗特性关系研究的问题,提出采用变流量变压力方法研究脱碳汽轮机组的汽耗特性关系,绘制汽耗特性曲线,为脱碳汽轮机组的运行调节提供依据,填补相关研究空白。模拟结果表明,当二氧化碳捕集规模为15万t/a时,变流量变压力模拟得到的脱碳汽轮机组发电功率与变流量定压力模拟结果相比高22 kW,相差0.04%,2种模拟方法的模拟结果相差不大;当锦界电厂600 MW机组的锅炉烟气CO_(2)全部捕集(捕集规模为360万t/a),变流量变压力模拟得到的脱碳汽轮机组发电功率与变流量定压力模拟结果相比高33.7 MW,相差5.61%。汽耗特性研究结果表明,随碳捕集规模增加,脱碳热耦合机组发电功率减小,机组汽耗特性变动率逐渐增大。当碳捕集规模分别为烟气CO_(2)捕集率为4%(年捕集量15万t)、捕集率60%、捕集率80%以及烟气CO_(2)全部捕集时,脱碳汽轮机组的汽耗特性曲线变动最大值分别为1.3%、11.85%、12.6%及13.2%。 展开更多
关键词 脱碳热耦合 电厂性能 变工况模拟 汽耗特性 研究
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热能动力工程提升热电厂性能的合理运用探讨
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作者 梁树刚 《市场周刊·理论版》 2019年第89期219-219,共1页
火电厂在运行过程中,热能主要转化为动能,然后利用动能推动发电机的工作来实现供电,而在动能转化为电能的过程中,会有很大的破坏。为了解决这一问题,人们将火电工程引入火电厂。火电工程的性能直接影响到节能降耗的效果。因此,探索合理... 火电厂在运行过程中,热能主要转化为动能,然后利用动能推动发电机的工作来实现供电,而在动能转化为电能的过程中,会有很大的破坏。为了解决这一问题,人们将火电工程引入火电厂。火电工程的性能直接影响到节能降耗的效果。因此,探索合理的火电工程性能应用措施,对火电厂的可持续发展具有重要意义。 展开更多
关键词 热能动力工程 电厂性能 合理运用 探讨
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天然气联合循环电厂CO_2捕获整体性能及成本敏感性分析
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作者 敬朝文 李进 黄忠源 《北京交通大学学报》 CAS CSCD 北大核心 2018年第1期62-68,共7页
为研究天然气联合循环(NGCC)电厂引入燃烧后CO_2捕获系统后电厂整体性能及成本,利用整合环境控制模型(IECM)模拟了一乙醇胺(MEA)吸收剂的燃烧后CO_2捕获NGCC(NGCC+CC)电厂运行情景,其中以无CO_2捕获的NGCC电厂作为参考,同时和等发电量... 为研究天然气联合循环(NGCC)电厂引入燃烧后CO_2捕获系统后电厂整体性能及成本,利用整合环境控制模型(IECM)模拟了一乙醇胺(MEA)吸收剂的燃烧后CO_2捕获NGCC(NGCC+CC)电厂运行情景,其中以无CO_2捕获的NGCC电厂作为参考,同时和等发电量的燃烧后CO_2捕获燃煤电厂(PC+CC)进行对比.为研究NGCC+CC电厂的电力均化成本(LCOE)、CO_2捕获成本及吸收剂再生能耗等关键指标,对各指标的主要影响因子进行了敏感性分析,以优化CO_2捕获系统的运行参数.研究结果表明:MEA吸收剂的燃烧后CO_2捕获系统会降低NGCC电厂的整体效率,效率损失为6.92%,从而导致LCOE升高,从896元/MWh增长至1 020元/MWh,而PC+CC电厂的效率损失为4%.NGCC电厂容量因子和天然气价格是LCOE的主要敏感因素,尤其是天然气价格.NGCC+CC电厂的CO_2捕获成本主要受电厂容量因子、天然气价格及CO_2去除率等影响.吸收剂再生能耗则与吸收剂浓度、蒸汽热含量、贫液负荷、气液比及热电效率等相关. 展开更多
关键词 天然气联合循环电厂 整合环境控制模型 燃烧后CO2捕获 电厂整体性能 敏感性分析
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AP1000堆型核电厂安全性能指标研究 被引量:1
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作者 张泽宇 张彬彬 +1 位作者 张小婷 丁珊珊 《核科学与工程》 CAS CSCD 北大核心 2021年第6期1281-1288,共8页
核电厂安全性能指标(SPI)是国家核安全局核电厂运行期间总体安全状况的表征。安全系统不可用度指标(SSUI)是SPI体系中的一类指标,用于评价重要的事故缓解系统在需要其投入时的可用性。AP1000核电厂因其系统设计的特殊性,无法简单沿用国... 核电厂安全性能指标(SPI)是国家核安全局核电厂运行期间总体安全状况的表征。安全系统不可用度指标(SSUI)是SPI体系中的一类指标,用于评价重要的事故缓解系统在需要其投入时的可用性。AP1000核电厂因其系统设计的特殊性,无法简单沿用国内现有运行核电厂的结论。本文采用风险指引型决策理念,识别了AP1000核电厂中执行SSUI中指定功能要求的系统,利用概率安全分析(PSA)模型计算这些系统的风险重要度并进行分析,并综合多种因素选择SSUI监测对象。随后,针对1E级直流和不间断电源系统(IDS),确定系统不可用度范围与安全级别的对应关系。 展开更多
关键词 电厂安全性能指标 安全系统不可用度 概率安全分析
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Model Selection of Gas Turbine for Large Scale Gas-Fired Combined Cycle Power Plant
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作者 何语平 《Electricity》 2003年第4期36-39,共4页
This paper briefs the configuration and performance of large size gas turbines and their composed combined cycle power plants designed and produced by four large renown gas turbine manufacturing firms in the world, pr... This paper briefs the configuration and performance of large size gas turbines and their composed combined cycle power plants designed and produced by four large renown gas turbine manufacturing firms in the world, providing reference for the relevant sectors and enterprises in importing advanced gas turbines and technologies. 展开更多
关键词 natural gas combined cycle power plant unit model selection
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Performance analysis and improvement of geothermal binary cycle power plant in oilfield 被引量:4
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作者 李太禄 朱家玲 张伟 《Journal of Central South University》 SCIE EI CAS 2013年第2期457-465,共9页
In order to improve the efficiency of a geothermal power plant, oil wells in the high water cut stage were used as geothermal wells, thereby improving the recovery ratio and economic benefit. A new function that refle... In order to improve the efficiency of a geothermal power plant, oil wells in the high water cut stage were used as geothermal wells, thereby improving the recovery ratio and economic benefit. A new function that reflects both the technical and economic performances was put forward and used as the objective function. An organic Rankine cycle (ORC) was analyzed through the energetic and exergetic analyses, and the reasons for low efficiency were pinpointed. Results indicate that geothermal water directly transferring heat to the working fluid reduces energy dissipation and increases cycle efficiencies. The net power output with an internal heat exchanger (IHE) is averagely 5.3% higher than that without an IHE. R601a and R601 can be used to replace R123 for geothermal water below 110℃. Moreover, the modified ORC dramatically outperforms the actual one. 展开更多
关键词 geothermal power generation organic Rankine cycle energetic and exergetic analyses OILFIELD internal heat exchanger
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TRANSPORT OF RADIONUCLIDES ALONG MARINE FOODCHAIN
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作者 吴国斌 余君岳 杨健明 《Nuclear Science and Techniques》 SCIE CAS CSCD 1995年第4期204-211,共8页
A compartment model is employed to calculate the radionuclide concentrations in the ocean currents for a nuclear accient scenario where the long-lived 137Cs is totally discharged into the sea. The radionuclide concent... A compartment model is employed to calculate the radionuclide concentrations in the ocean currents for a nuclear accient scenario where the long-lived 137Cs is totally discharged into the sea. The radionuclide concentrations in both the waters of Daya Bay and the adjacent South China Sea are considered. Using the concentration factors for the marine organisms: fish, crustacea and mollusca, their radionuclide concentrations are also estimated. In this way, the whole body radiation doses received by an individual due to ingestion of marine organisms from the Daya Bay and the South China Sea are calculated. 展开更多
关键词 Marine foodchain Nuclear power plant 137Cs Whole body radiation dose Ingestion Hong Kong
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Design Features and Performance Data of a New 400 kW Biomass Gasification Power Plant of Downdraft Type 被引量:1
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作者 Daniele Accornero Alessandro Nilberto Ferruccio Pittaluga 《Journal of Energy and Power Engineering》 2013年第2期229-236,共8页
A new biomass-gasification power plant, of medium-size downdraft type, is presented and discussed in its design features and performance characteristics. Its configuration and overall dimensions, initially conceived f... A new biomass-gasification power plant, of medium-size downdraft type, is presented and discussed in its design features and performance characteristics. Its configuration and overall dimensions, initially conceived for 800 kW, were recently re-tuned, from a functional point of view and on the base of a parallel theoretical analysis, by decreasing to about 400 kW the former nominal power level. This provision, jointly with the basic design choice of adopting a long and amply dimensioned inlet-biomass thermal pretreatment section, turned out quite effective in achieving high gasification temperatures and a low-tar content in the produced gas at fuel-to-air ratios well below the usually imposed ones, to the advantage of the heat value of the product-gas. The paper discusses the numerical analysis results which helped to properly re-adjust the operational parameters of the gasifier and then presents the experimental performance data of the overall power plant including biomass consumption, gasification temperatures, gas production, composition and pollutants content, cold-gas conversion efficiency and global electric efficiency. Special care is devoted to investigating the issue of a significant production of carbon-containing particulate matter in the product gas, which turns out made up of char and fixed carbon much more than of tar species. 展开更多
关键词 Biomass gasification downdrafl gasifier product gas characterization tar species charcoal production.
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Performance of Water and Mercury Triple Points Reference Cells under Adiabatic Conditions
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作者 Mohamed Gamal Ahmed Ahmed Ali El-Matarawy Hoda Mohamed Abo Dorra 《Journal of Physical Science and Application》 2015年第1期1-5,共5页
Two new miniature metallic sealed-cells containing the triple point of water, WTP (273.16 K) and the triple point of mercury, HgTP (234.3156 K) have been constructed for the realization of the International Temper... Two new miniature metallic sealed-cells containing the triple point of water, WTP (273.16 K) and the triple point of mercury, HgTP (234.3156 K) have been constructed for the realization of the International Temperature Scale of 1990 (ITS-90) at the National Institute of Standards (NIS-Egypt). The two new cells, in addition to a previously realized argon and oxygen triple point cells, will provide facilities for the calibration of capsule-type standard platinum resistance thermometers (CSPRTs) at one single run. Many phase transition plateaux were carried out and compared to the laboratory large reference cells using the same thermometers in order to test the performance of the new cell. 展开更多
关键词 CSPRTs ITS-90 metallic cells fixed points uncertainty.
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Investigation of the performance of the dish/stirling solar thermal electricity system
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作者 HUANG Hu-lin HAN Dong 《Journal of Energy and Power Engineering》 2007年第1期8-14,共7页
A dish/stifling solar thermal electricity system consists of two parts: a dish solar concentrator and a Stifling engine. For optimizing the system, in this paper, the mathematical model for concentrator design was es... A dish/stifling solar thermal electricity system consists of two parts: a dish solar concentrator and a Stifling engine. For optimizing the system, in this paper, the mathematical model for concentrator design was established and the effects of those design parameters of concentrator, such as the size and intensity of the focal point, the receiver temperature, on the efficiency of the Stifling engine and output power were numerically simulated. The results of the simulation revealed a close relationship between power and efficiency because of power losses, and there was a maximum for the engine efficiency and power with increasing solar radiation because there was a peak value of system efficiency with increasing receiver temperature. So, in view of our Stifling engine, the 450 rim angle and 6m focal length are optimal design for concentrator and the 800℃receiver temperature is best. 展开更多
关键词 dish concentrator stifling engine intensity of focal point power output system efficiency
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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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Performance analysis of a solar-aided power generation(SAPG) plant using specific consumption theory 被引量:2
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作者 HOU HongJuan WANG MengJiao +2 位作者 YANG YongPing CHEN Si HU Eric 《Science China(Technological Sciences)》 SCIE EI CAS CSCD 2016年第2期322-329,共8页
In contrast to a traditional coal-fired power generation plant where steam extracted from a turbine is used to preheat the feedwater in all preheating stages, a solar-aided power generation(SAPG) plant uses solar heat... In contrast to a traditional coal-fired power generation plant where steam extracted from a turbine is used to preheat the feedwater in all preheating stages, a solar-aided power generation(SAPG) plant uses solar heat to replace a part or all of the extracted steam in one or more preheating stages. The performance of an SAPG plant with different replacements is investigated in this study by using specific consumption theory(SCT). Fuel-specific and cost-specific consumption models for SAPG plants are built based on the SCT. A typical 330 MW coal-fired power plant is used as the study case. The performance of the SAPG plant in terms of specific consumption, with steam obtained from the first through the eighth(except for the fourth) stages of extraction replaced by solar heat, is compared with that of the reference coal-fired power plant. The fuel-specific consumption of the SAPG plant is determined to be lower than that of the reference coal-fired power plant. The fuel-specific consumption accrual distribution in SAPG plants is used to assess the effect of each individual replacement. Effective strategies to reduce the specific costs of the SAPG and coal-fired power plants are proposed based on the results of this study. 展开更多
关键词 solar-aided power generation specific consumption theory fuel-specific consumption cost-specific consumption
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Performance Improvement of Combined Cycle Power Plant Based on the Optimization of the Bottom Cycle and Heat Recuperation 被引量:3
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作者 Wenguo XIANG Yingying CHEN 《Journal of Thermal Science》 SCIE EI CAS CSCD 2007年第1期84-89,共6页
Many F class gas turbine combined cycle (GTCC) power plants are built in China at present because of less emission and high efficiency. It is of great interest to investigate the efficiency improvement of GTCC plant... Many F class gas turbine combined cycle (GTCC) power plants are built in China at present because of less emission and high efficiency. It is of great interest to investigate the efficiency improvement of GTCC plant. A combined cycle with three-pressure reheat heat recovery steam generator (HRSG) is selected for study in this paper. In order to maximize the GTCC efficiency, the optimization of the HRSG operating parameters is performed. The operating parameters are determined by means of a thermodynamic analysis, i.e. the minimization of exergy losses. The influence of HRSG inlet gas temperature on the steam bottoming cycle efficiency is discussed. The result shows that increasing the HRSG inlet temperature has less improvement to steam cycle efficiency when it is over 590℃. Partial gas to gas recuperation in the topping cycle is studied. Joining HRSG optimization with the use of gas to gas heat recuperation, the combined plant efficiency can rise up to 59.05% at base load. In addition, the part load performance of the GTCC power plant gets much better. The efficiency is increased by 2.11% at 75% load and by 4.17% at 50% load. 展开更多
关键词 Heat Recovery Steam Generators (HRSG) Thermodynamic optimization Exergy analysis Combined cycle power plant EFFICIENCY Heat rate
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Thermodynamic Performance Assessment of IGCC Power Plants with Various Syngas Cleanup Processes 被引量:3
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作者 Yunhan Xiao Zhen Li +2 位作者 Bo Wang Lifeng Zhao Jinling Chi 《Journal of Thermal Science》 SCIE EI CAS CSCD 2012年第5期391-403,共13页
The present work explores how much IGCC can benefit from warm gas clean-up(WGCU)in comparison with conventional cold gas clean-up(CGCU) and what are the respective contributions of dry particulates removal and war... The present work explores how much IGCC can benefit from warm gas clean-up(WGCU)in comparison with conventional cold gas clean-up(CGCU) and what are the respective contributions of dry particulates removal and warm gas desulfurization (WGD) in a plant-wide point of view. Influences of key parameters of WGD on ther- modynamic performance of IGCC plant including desulfurization temperature, oxygen concentration in the re- generation stream, and H2S removal efficiency are discussed. It is obtained that the net efficiency of IGCC with full WGCU experiences an improvement of 1.77 percentage points compared with IGCC with full CGCU. Of which, dry particulates removal without water scrubber contributes about 1 percentage point. The influence of desulfurization temperature on thermodynamic performance of IGCC with WGD is weak especially when it is higher than about 350~C, which indicates that more focus should be put on investment cost, technical feasibility and sorbent stability for the selection of optimal operation temperature. Generally, 2%-3% of oxygen concentra- tion in the regeneration stream might be reasonable in a thermodynamic performance point of view. In addition, the improvement of 0.31 percentage points can be obtained by removal of H2S in the syngas from 27 ppm to 3 ppm. 展开更多
关键词 IGCC Syngas clean-up DESULFURIZATION ZnO sorbent Thermodynamic performance assessment
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