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Multilevel Optimal Design of a Solar PV Array System Using Game Theory Approach 基于博弈论的太阳能光伏阵列系统多级优化设计
Pub Date : 2019-12-03 DOI: 10.1115/power2019-1840
Hoe-Gil Lee
This study proposes a method, grounded in a multilevel decision-making approach, for a stationary fixed-plate photovoltaic (PV) collector system. The system is comprised of three different subsystems: cell, panel, and array. We consider photovoltaic effects for output performance and an inverter system for distribution from the PV collector, including multiple conflicting objectives in individual subsystems in terms of cell conversion efficiency, power output, incident solar energy, seasonal characteristics, and costs. In terms of the performance in individual subsystems, the problem is reformulated into several smaller subproblems at each subsystem, and a coordination problem at the system level is compromised for optimization purposes. Multilevel optimization for the stationary fixed-plate PV collector system is achieved through the results of single-objective optimization that uses Genetic Algorithm programming (GA) to find global optimum solutions with decision-making under modified game theory. Thus, this work contributes to the optimal design of a stationary fixed-plate PV collector system for the best compromise solution based on specified requirements.
本研究提出了一种基于多层决策方法的固定式光伏集热器系统的方法。该系统由三个不同的子系统组成:单元、面板和阵列。我们考虑光伏效应对输出性能的影响和光伏集热器分配的逆变器系统,包括在电池转换效率、功率输出、入射太阳能、季节特征和成本方面各个子系统中的多个相互冲突的目标。就单个子系统的性能而言,该问题在每个子系统中被重新表述为几个较小的子问题,并且为了优化目的而折衷了系统级的协调问题。利用改进博弈论下的遗传算法求解全局最优解的单目标优化结果,实现了固定式光伏集热器系统的多级优化。因此,本文的工作有助于固定式光伏集热器系统的优化设计,以获得基于特定要求的最佳折衷方案。
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引用次数: 0
Experimental Investigation of Thermal Performance of Nano-Enhanced Phase Change Materials for Thermal Management of Electronic Components 电子元件热管理用纳米增强相变材料热性能实验研究
Pub Date : 2019-12-03 DOI: 10.1115/power2019-1883
R. Kothari, Dattaraj V. Vaidya, V. Shelke, S. Sahu, S. I. Kundalwal
Present experimental investigation focuses on implementing passive cooling thermal management technique using heat sinks filled with paraffin wax as phase change material (PCM). Al2O3 nanoparticles are dispersed as thermal conductivity enhancer (TCE) in different weight fractions (φ) for improved performance in the PCM. Unfinned and two finned heat sinks are used in this investigation. Experimental analysis is performed on different configurations of heat sinks and nano-enhanced phase change materials (NePCMs) consisting various weight fraction of Al2O3 nanoparticles (φ = 0%, 0.5%, 4%, and 6%) for a constant heat flux of 2.0 kW/m2. Results show that latent heat and specific heat capacity decreases with increase in the Al2O3 nanoparticle loading. Addition of Al2O3 nanoparticles in the PCM results in the reduced melting time of PCM. While, pure PCM based heat sinks keeps heat sink base temperature lower for longer time duration.
本文主要研究了以石蜡为相变材料填充的散热器的被动冷却热管理技术。Al2O3纳米颗粒作为导热增强剂(TCE)分散在不同重量分数(φ)中,以改善PCM中的性能。在本研究中使用了无翅片和两个翅片散热器。实验分析了不同结构的散热器和纳米增强相变材料(NePCMs),这些材料由不同重量分数的Al2O3纳米颗粒(φ = 0%, 0.5%, 4%和6%)组成,热通量为2.0 kW/m2。结果表明:潜热和比热容随Al2O3纳米颗粒负载的增加而减小;在PCM中加入Al2O3纳米颗粒可以缩短PCM的熔化时间。而纯PCM为基础的散热器保持散热器的基础温度较低,持续时间较长。
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引用次数: 6
Effects of Fission Profiles on the Performance of a U-10Mo Fuel Plate 裂变剖面对铀- 10mo燃料板性能的影响
Pub Date : 2019-12-03 DOI: 10.1115/power2019-1895
H. Roh, W. Mohamed, H. Ozaltun
In order to convert the high-performance research reactors from High Enriched Uranium (HEU) to Low Enriched Uranium (LEU) fuel, U-Mo alloy-based fuels in monolithic form have been proposed. These plate-type fuels consist of a high density and low enriched uranium (LEU) foil coated with a diffusion barrier and encapsulated with the aluminum cladding. The performance of the fuel plate has been evaluated by many studies through experimental tests and numerical analyses. When evaluating the performance of a fuel, it is expensive and time-consuming to consider a variation of several parameters, such as fuel plate geometry, material properties, and operating conditions. Fission profile is a critical component of the fuel performance analysis, causing swelling and creep deformation of the fuel plate. Therefore, it can directly affect the stress and strain distributions over the fuel plate. This study aims at investigating the effect of different fission profiles on the thermo-mechanical performance of the fuel plate by finite element analysis. To investigate the effect of fission profile on fuel performance, several different fission profiles were generated and analyzed. The fission profiles were generated based on actual use.
为了使高性能研究堆从高浓缩铀(HEU)燃料转变为低浓缩铀(LEU)燃料,提出了整体形式的铀钼合金燃料。这些板型燃料由高密度和低浓缩铀(LEU)箔组成,箔上涂有扩散屏障,并包裹有铝包层。许多研究通过实验试验和数值分析对燃料板的性能进行了评价。在评估燃料性能时,考虑几个参数的变化既昂贵又耗时,例如燃料板的几何形状、材料特性和操作条件。裂变剖面是燃料性能分析的重要组成部分,它引起燃料板的膨胀和蠕变变形。因此,它可以直接影响燃料板上的应力和应变分布。本文采用有限元分析的方法,研究了不同裂变形态对燃料板热力学性能的影响。为了研究裂变剖面对燃料性能的影响,生成并分析了几种不同的裂变剖面。裂变剖面是根据实际使用情况生成的。
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引用次数: 0
Smart Sensor Technologies for Performance Optimization of Power Generating Assets 用于发电设备性能优化的智能传感器技术
Pub Date : 2019-12-03 DOI: 10.1115/power2019-1904
Komandur S. Sunder Raj
Significant research is ongoing on several fronts in smart sensor technologies for optimizing the performance of power generating assets. The initiatives include: 1. Real-time models with advanced computational algorithms, embedded intelligence at sensor and component level for reducing operating costs, improving efficiencies, and lowering emissions. 2. Optical sapphire sensors for monitoring operation and performance of critical components in harsh environments, for improving accuracy of measurements in combustion monitoring, and lowering operating costs. 3. Wireless technologies using (a) microwave acoustic sensors for real-time monitoring of equipment in high temperature/pressure environments (b) integrated gas/temperature acoustic sensors for combustion monitoring in diverse harsh environment locations to improve combustion efficiency, reduce emissions, and lower maintenance costs (c) sensors for sensing temperature, strain and soot accumulation inside coal-fired boilers for detailed condition monitoring, better understanding of combustion and heat exchange processes, improved designs, more efficient operation. 4. Distributed optical fiber sensing system for real-time monitoring and optimization of high temperature profiles for improving efficiency and lowering emissions. 5. Smart parts with embedded sensors for in situ monitoring of multiple parameters in existing and new facilities. 6. Optimizing advanced 3D manufacturing processes for embedded sensors in components for harsh environments to reduce costs and improve efficiency of power generation facilities with carbon capture capabilities. 7. New energy-harvesting materials for powering wireless sensors in harsh environments, improving reliability of wireless sensors in demanding environments, and in-situ monitoring and performance of devices and systems. 8. Real-time, accurate and reliable monitoring of temperature at distributed locations of sensors in harsh environments for improving operations and reducing operating costs. 9. Algorithms and methodologies for designing control systems utilizing distributed intelligence for optimal control of power generation facilities. 10. Gas sensors for monitoring high temperatures in harsh environments for lowering operating costs and better control of operations. 11. Optimizing placement of smart sensors in networks for cognitive behavior and self-learning. This paper provides an overview of the initiatives in smart sensor technologies and their applications in optimizing the performance of power generating facilities.
智能传感器技术在优化发电设备性能的几个方面正在进行重要的研究。这些倡议包括:1。具有先进计算算法的实时模型,传感器和组件级别的嵌入式智能,可降低运营成本,提高效率并降低排放。2. 光学蓝宝石传感器用于监测恶劣环境中关键部件的操作和性能,用于提高燃烧监测测量的准确性,并降低操作成本。3.无线技术使用(a)微波声学传感器实时监测高温/高压环境下的设备;(b)集成气体/温度声学传感器用于监测各种恶劣环境位置的燃烧,以提高燃烧效率,减少排放,降低维护成本;(c)传感器用于感知燃煤锅炉内部的温度,应变和烟尘积累,以进行详细的状态监测。更好地理解燃烧和热交换过程,改进设计,更有效地运行。4. 分布式光纤传感系统,用于实时监测和优化高温剖面,以提高效率和降低排放。5. 具有嵌入式传感器的智能部件,用于对现有和新设施中的多个参数进行现场监测。6. 优化用于恶劣环境组件中的嵌入式传感器的先进3D制造工艺,以降低成本并提高具有碳捕获能力的发电设施的效率。7. 用于在恶劣环境中为无线传感器供电的新型能量收集材料,提高无线传感器在苛刻环境中的可靠性,以及设备和系统的现场监测和性能。8. 在恶劣环境中,实时、准确、可靠地监测传感器分布位置的温度,以提高作业效率,降低作业成本。9. 利用分布式智能设计控制系统以实现发电设施的最优控制的算法和方法。10. 气体传感器用于监测恶劣环境下的高温,以降低操作成本,更好地控制操作。11. 智能传感器在认知行为和自我学习网络中的优化放置。本文概述了智能传感器技术及其在优化发电设施性能方面的应用。
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引用次数: 2
Integration of Technology Capability for Performance Diagnostics of MS7001EA Using PYTHIA 基于PYTHIA的MS7001EA性能诊断技术能力集成
Pub Date : 2019-12-03 DOI: 10.1115/power2019-1831
Dieni Indarti, E. Osigwe, Yi-Guang Li, Dody Widyantoro
Gas turbine components are susceptible to degradation during operations; hence, the identification of the engine condition is really important for the gas turbine users. To this end, a comprehensive adaptive diagnostic tool is an important step to monitoring the engine health condition and planning appropriate maintenance actions, thereby increasing the availability and reliability of the unit, and at the same time reducing the operation and maintenance expenses. In this paper, the capability of PYTHIA; a computer software technology for engine diagnostic purpose using a non-linear gas path analysis was explored on GE MS7001EA industrial heavy duty gas turbine during a plot period of 12,000 hours. The method used in this paper was to adapt an accurate engine performance model from the real engine historical data readings, and by implicating multiple component degradation parameters onto the diagnostic tool; which represents the possible phenomena in the real engine operation period. The adaptive gas path analysis was used to identify the level of degradation or health indices of the gas turbine at the module level and its degraded performance compared with the actual engine data trending. The results obtained indicated the capability of PYTHIA to successfully adapt real engine data and detect fault patterns in response to implanted faults of selected measurement set during engine operation period. The deviations between the predicted and measured values showed a satisfactory result with a root mean square error (RMS) ≤ 0.004 and Gas Path Analysis index value ≥ 0.996. The component parameter degradation during the 12000 hours engine operation was detected, indicating a decrease in flow capacity by 2.1% for compressor and turbine by 2.8%.
燃气轮机部件在运行过程中容易退化;因此,对燃气轮机用户来说,发动机状态的识别是非常重要的。为此,一个全面的自适应诊断工具是监测发动机健康状况和计划适当维护行动的重要步骤,从而提高机组的可用性和可靠性,同时降低运维费用。本文主要研究了PYTHIA的性能;以GE MS7001EA工业重型燃气轮机为研究对象,进行了12000小时的非线性气路分析,探索了发动机诊断的计算机软件技术。本文采用的方法是根据真实发动机历史数据读数,采用精确的发动机性能模型,并将多个部件退化参数隐含到诊断工具中;代表了发动机实际运行期间可能出现的现象。采用自适应气路分析方法在模块级识别燃气轮机的退化程度或健康指标,并将其退化性能与实际发动机数据趋势进行比较。结果表明,该方法能够较好地适应发动机实际数据,并根据所选测量集在发动机运行期间植入的故障进行故障模式检测。预测值与实测值偏差较好,均方根误差(RMS)≤0.004,气路分析指标值≥0.996。在12000小时的发动机运行过程中,检测到部件参数的退化,表明压气机的流量下降了2.1%,涡轮的流量下降了2.8%。
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引用次数: 0
A Look at Major Florida Utilities Future Generation Plans and Impact on Health and Environment 佛罗里达州主要公用事业未来发电计划及其对健康和环境的影响
Pub Date : 2019-12-03 DOI: 10.1115/power2019-1907
Lauren R. Smiarowski, Rebekah R. Radebach
Due to Florida’s unique location as a peninsula as well as it’s oblong shape, it is difficult as a state to be connected the grid of the rest of the United States. As a result, Florida has many utility companies providing power to the region. The integrated resource plans of these utility companies were reviewed looking at the projects and plans they expect to undertake in the next decade. In recent years, use of fossil-fuel fired power production has been declining as the cost of using renewable sources has become more affordable. This shift towards renewables was evident when reviewing the integrated resource plans. An unexpected consequence of using renewable energy is how it will affect the individuals living near the energy production. Issues this paper will examine include the expected change of Florida’s current and future energy mix as well as how this change will affect the health of those living in the vicinity. A review of various power providers in the state of Florida will be conducted through a review of their integrated resource plans and other research data. The co-authors are a mechanical engineering student and a graduate public health student.
由于佛罗里达州独特的半岛地理位置以及它的长方形形状,作为一个州,它很难与美国其他地区的网格相连。因此,佛罗里达州有许多公用事业公司为该地区提供电力。对这些公用事业公司的综合资源计划进行了审查,审查了它们预计在未来十年开展的项目和计划。近年来,随着使用可再生能源的成本变得更加实惠,化石燃料发电的使用一直在下降。在审查综合资源计划时,这种向可再生能源的转变是显而易见的。使用可再生能源的一个意想不到的后果是它将如何影响生活在能源生产附近的个人。本文将研究的问题包括佛罗里达州当前和未来能源结构的预期变化,以及这种变化将如何影响附近居民的健康。对佛罗里达州各种电力供应商的审查将通过审查他们的综合资源计划和其他研究数据来进行。论文的共同作者是一名机械工程专业的学生和一名公共卫生专业的研究生。
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引用次数: 0
Dynamic Modeling and Simulation of Home Cooling System With Supercooling-Based Ice Energy Storage 基于过冷冰蓄能的家用制冷系统动态建模与仿真
Pub Date : 2019-12-03 DOI: 10.1115/power2019-1926
Yili Zhang, Sean M. Kissick, Hailei Wang
City’s electricity power grid is under heavy load during on-peak hours throughout summer cooling season. As the result, many utility companies implemented the time-of-use rate of electricity leading to high electricity cost for customers with significant cooling needs. On the other hand, the need for electricity and/or cooling decreases greatly at night, creating excess electricity capacity for further utilization. An innovative ice energy storage system is being developed leveraging a unique supercooling-based ice production process. During off-peak hours the proposed system stores the low-cost electric energy in the form of ice; during on-peak hours the system releases the stored energy to meet extensive home cooling needs. Thus, it can not only reduce energy and cost of cooling, but also increase the penetration of renewable energies (especially wind energy). In this paper, the working principles of the system is presented along with the modeling details of the overall system and several key components. The Simulink model takes in hourly temperature and peak/off peak electricity cost data to dynamically simulate the amount of energy required and associated cost for cooling an average home. Both energy consumption and cost for homes using the cooling system with ice energy storage in two US cities have been compared with those using conventional HVAC cooling system. According to the model, huge reduction in energy cost (up to 3X) can be achieved over six months of cooling season in regions with high peak electricity rates. While only moderate reduction on energy consumption is predicted for the ice energy storage system, further energy reduction potentials have been identified for future study.
在夏季降温季节的用电高峰时段,本市电网负荷较大。因此,许多公用事业公司实行分时电价,导致有大量制冷需求的客户电费高昂。另一方面,对电力和/或冷却的需求在夜间大大减少,从而产生多余的电力容量供进一步利用。利用独特的过冷制冰工艺,正在开发一种创新的冰能量储存系统。在非高峰时段,该系统以冰的形式储存低成本的电能;在用电高峰时段,系统释放储存的能量,以满足广泛的家庭制冷需求。因此,它不仅可以减少能源和冷却成本,还可以增加可再生能源(特别是风能)的渗透率。本文介绍了该系统的工作原理,并给出了整个系统和几个关键部件的建模细节。Simulink模型采用每小时温度和峰值/非峰值电力成本数据来动态模拟普通家庭冷却所需的能源量和相关成本。对美国两个城市使用冰蓄冷系统的家庭的能耗和成本与使用传统暖通空调冷却系统的家庭进行了比较。根据该模型,在高峰电价较高的地区,在六个月的冷却季节可以实现能源成本的大幅降低(高达3倍)。虽然预计冰储能系统仅能适度降低能耗,但已经确定了未来研究的进一步节能潜力。
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引用次数: 0
Processing of Agricultural Biomass for Producing Reinforced Polymer Composites 农业生物质加工生产增强聚合物复合材料
Pub Date : 2019-12-03 DOI: 10.1115/power2019-1873
B. Dikici, Samarth Motagi, Prahruth Kantamani, S. Ayyagari, G. Villarroel, M. Al-Haik
Fast growing plants or biomass wastes can be used as affordable and environmentally sustainable alternatives to synthetic insulation materials. The aim of this study was to investigate the mechanical properties (tensile strength and Young’s modulus) of natural fiber reinforced polymer composites as potential building materials. As a natural fiber, Bermuda grass seeds, conifer cones and pinecones are selected. The fundamental processes to develop nanofiber reinforced resin by processing agricultural waste fibers into nanocellulose is also investigated. Tensile tests are conducted to define stress/strain relationship. SEM tests are conducted to evaluate the surface topologies after fracture. The tensile fracture surfaces of composites were investigated. With the addition of Bermuda fibers, the stiffness of the vinyl ester sample was observed to increase by 624.2% compared to neat vinyl ester sample. With the addition of nanocellulose fibers, the stiffness of the composite was observed to increase by 53.3% compared to neat vinyl ester sample.
快速生长的植物或生物质废料可作为可负担得起且环境可持续的合成绝缘材料替代品。本研究的目的是研究天然纤维增强聚合物复合材料作为潜在建筑材料的机械性能(拉伸强度和杨氏模量)。选用百慕达草籽、针叶树球果和松果作为天然纤维。研究了利用农业废弃纤维制备纳米纤维素制备纳米纤维增强树脂的基本工艺。进行拉伸试验以确定应力/应变关系。进行了扫描电镜测试,以评估破裂后的表面拓扑结构。研究了复合材料的拉伸断口。百慕大纤维的加入使乙烯基酯样品的刚度比纯乙烯基酯样品提高了624.2%。纳米纤维素纤维的加入使复合材料的刚度比纯乙烯基酯样品提高了53.3%。
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引用次数: 0
Investigation of the Performance of a Three Stage Combined Power Cycle for Electric Power Plants 电厂三级联合动力循环的性能研究
Pub Date : 2019-12-03 DOI: 10.1115/power2019-1834
Pereddy Nageswara Reddy, J. S. Rao
A three stage combined power cycle with a Brayton cycle as the topping cycle, a Rankine cycle as the middling cycle and an Organic Rankine Cycle (ORC) as the bottoming cycle is proposed in the present investigation. A two-stage Gas Turbine Power Plant (GTPP) with inter-cooling, reheating and regeneration based on the Brayton cycle, a single-stage Steam Turbine Power Plant (STPP) based on the Rankine cycle, and a two-stage ORC power plant with reheating based on ORC with atmospheric air as the coolant is considered in the present study. This arrangement enables the proposed plant to utilize the waste heat to the maximum extent possible and convert it into electric power. As the plant can now operate at low sink temperatures depending on atmospheric air, the efficiency of the combined cycle power plant increases dramatically. Further, Steam Turbine Exhaust Pressure (STEP) is positive resulting in smaller size units and a lower installation cost. A simulation code is developed in MATLAB to investigate the performance of a three stage combined power cycle at different source and sink temperatures with varying pressure in heat recovery steam boiler and condenser-boiler. Performance results are plotted with Gas Turbine Inlet Temperature (GTIT) of 1200 to 1500 °C, Coolant Air Temperature (CAT) of −15 to +25 °C, and pressure ratio of GTPP as 6.25, 9.0 and 12.25 for different organic substances and NH3 as working fluids in the bottoming ORC. Simulation results show that the efficiency of the three stage combined power cycle will go up to 64 to 69% depending on the pressure ratio of GTPP, GTIT, and CAT. It is also observed that the variation in the efficiency of the three stage combined power cycle is small with respect to the type of working fluid used in the ORC. Among the organic working fluids R134a, R12, R22, and R123, R134a gives a higher combined cycle efficiency.
本文提出了一种以布雷顿循环为顶循环、朗肯循环为中循环、有机朗肯循环为底循环的三级联合动力循环。本文研究了基于Brayton循环的两级燃气轮机电厂(GTPP)、基于Rankine循环的单级汽轮机电厂(STPP)和基于ORC以大气为冷却剂再加热的两级ORC电厂。这种安排使拟建的电厂能够最大限度地利用余热,并将其转化为电能。由于该电厂现在可以在依靠大气空气的低温下运行,因此联合循环电厂的效率大大提高。此外,汽轮机排气压力(STEP)是正导致较小的尺寸单位和较低的安装成本。利用MATLAB编写仿真程序,研究了余热蒸汽锅炉和凝汽锅炉在不同源、汇温度和变压力下三级联合动力循环的性能。当燃气轮机进口温度(GTIT)为1200 ~ 1500℃,冷却剂空气温度(CAT)为- 15 ~ +25℃,GTPP压力比为6.25、9.0和12.25时,底部ORC中不同有机物和NH3作为工质,绘制了性能结果图。仿真结果表明,根据GTPP、GTIT和CAT的压力比,三级联合动力循环的效率可达64 ~ 69%。还可以观察到,三级联合动力循环的效率变化与ORC中使用的工作流体类型有关。有机工质R134a、R12、R22、R123中,R134a的联合循环效率较高。
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引用次数: 1
Time-of-Use Pricing in the Electricity Market: An Application of Stackelberg Game 电力市场中的分时电价:Stackelberg博弈的应用
Pub Date : 2019-12-03 DOI: 10.1115/power2019-1820
A. Ketkar, J. Koonamparampath, M. Sawant
Electrical power, generated and consumed, is perhaps, one of today’s most important construct in determining the progress of a people. The power mismatch between the generated and consumed power is one of the major issues faced in the electricity industry. This can be addressed by analysing user behaviour and manipulating it. This paper attempts to put forth a demand response (DR) technique using the concept of Time-of-Use (ToU) electricity pricing. The utilities have an upper hand of quoting the electricity price whereas the users must follow this price and give their best response of power consumption. This process is similar to a leader-follower setting as in a Stackelberg game where the follower acts according to the leader’s strategy and gives its best response in every situation. This paper proposes a pricing technique where the users are charged according to the amount of power consumed in the specific period of time.
电力的生产和消费,也许是当今决定一个民族进步的最重要的因素之一。发电和用电之间的功率不匹配是电力行业面临的主要问题之一。这可以通过分析和操纵用户行为来解决。本文试图利用分时电价的概念提出一种需求响应(DR)技术。公用事业公司在报价电价方面具有优势,而用户必须遵循这个价格并给出他们的最佳用电响应。这一过程类似于Stackelberg游戏中的领导者-追随者设置,即追随者根据领导者的策略行事,并在每种情况下做出最佳反应。本文提出了一种根据用户在特定时间段内的用电量进行收费的定价方法。
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引用次数: 0
期刊
ASME 2019 Power Conference
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