期刊文献+
共找到28篇文章
< 1 2 >
每页显示 20 50 100
Discharge area segmentation of power equipment in UV image based on GVF snake model
1
作者 He Zhenhua Deng Wei +3 位作者 Li Lianlian Huang Wenwu Wang Wei Liu Xuming 《仪器仪表学报》 EI CAS CSCD 北大核心 2014年第S1期180-185,共6页
The dynamic transmission characteristics and the sensitivities of the three stage idler gear system of the new NC power turret are studied in the paper. Considering the strongly nonlinear factors such as the periodica... The dynamic transmission characteristics and the sensitivities of the three stage idler gear system of the new NC power turret are studied in the paper. Considering the strongly nonlinear factors such as the periodically time-varying mesh stiffness, the nonlinear tooth backlash, the lump-parameter model of the gear system is developed with one rotational and two translational freedoms of each gear. The eigen-values and eigenvectors are derived and analyzed on the basis of the real modal theory. The sensitivities of natural frequencies to design parameters including supporting and meshing stiffnesses, gear masses, and moments of inertia by the direct differential method are also calculated. The results show the quantitative and qualitative impact of the parameters to the natural characteristics of the gear system. Furthermore, the periodic steady state solutions are obtained by the numerical approach based on the nonlinear model. These results are employed to gain insights into the primary controlling parameters, to forecast the severity of the dynamic response, and to assess the acceptability of the gear design. 展开更多
关键词 UV imaging IMAGE segmentation DISCHARGE region extraction GRADIENT vector flow SNAKE model
下载PDF
Research on the Electric Energy Metering Data Sharing Method in Smart Grid Based on Blockchain
2
作者 Shaocheng Wu Honghao Liang +4 位作者 Xiaowei Chen Tao Liu Junpeng Ru Qianhong Gong Jin Li 《Journal on Big Data》 2023年第1期57-67,共11页
Enabling data sharing among smart grid power suppliers is a pressing challenge due to technical hurdles in verifying,storing,and synchronizing energy metering data.Access and sharing limitations are stringent for user... Enabling data sharing among smart grid power suppliers is a pressing challenge due to technical hurdles in verifying,storing,and synchronizing energy metering data.Access and sharing limitations are stringent for users,power companies,and researchers,demanding significant resources and time for permissions and verification.This paper proposes a blockchain-based architecture for secure and efficient sharing of electric energy metering data.Further,we propose a data sharing model based on evolutionary game theory.Based on the Lyapunov stability theory,the model’s evolutionary stable strategy(ESS)is analyzed.Numerical results verify the correctness and practicability of the scheme proposed in this paper,and provide a new method for realizing convenient,safe and fast data sharing. 展开更多
关键词 Smart grid data sharing blockchain evolutionary stable strategy
下载PDF
Exploiting demand-side heterogeneous flexible resources in risk management of power system frequency
3
作者 YAO Yu SONG YongHua +2 位作者 YE ChengJin DING Yi ZHAO YuMing 《Science China(Technological Sciences)》 SCIE EI CAS CSCD 2024年第5期1612-1627,共16页
More demand-side flexible resources(DFRs)are participating in the frequency regulation of renewable power systems,whose heterogeneous characteristics have a significant impact on the system frequency response.Conseque... More demand-side flexible resources(DFRs)are participating in the frequency regulation of renewable power systems,whose heterogeneous characteristics have a significant impact on the system frequency response.Consequently,selecting suitable DFRs poses a formidable challenge for independent system operators(ISO).In this paper,a reserve allocation methodology for heterogeneous DFRs is proposed to manage the risk of power system frequency.Firstly,a performance curve is developed to describe the cost,capacity,and response speed of DFRs.Moreover,a clustering method for multiple distributed DFRs is conducted to calculate the aggregated performance curves and uncertainty coefficients.Then,the frequency security criterion considering DFRs’performance is constructed,whose linearity makes it can be easily coupled into the system scheduling model and solved.Furthermore,a risk management model for DFRs considering frequency-chance-constraint is proposed to make a trade-off between cost and frequency security.Finally,the model is transformed into mixed integer second-order cone programming(MISOCP)and solved by the commercial solver.The proposed model is validated by the IEEE 30 and IEEE 118 bus systems. 展开更多
关键词 demand-side heterogenous flexible resources risk management of power system frequency performance curve aggregation method mixed integer second-order cone programming
原文传递
Investigations on Discharge and Decomposition Characteristics of SF6 Under Various Experimental Conditions 被引量:12
4
作者 WANG Yuanyuan JI Shengchang +3 位作者 LI Jinyu LIU Hao WANG Wei LU Xu 《高电压技术》 EI CAS CSCD 北大核心 2013年第8期1952-1959,共8页
Detection of gas decomposition products is widely used for condition diagnosis of SF6-insulated equipment because of its an- ti-electromagnetic-interference ability and high sensitivity. Previous investigations show t... Detection of gas decomposition products is widely used for condition diagnosis of SF6-insulated equipment because of its an- ti-electromagnetic-interference ability and high sensitivity. Previous investigations show that the volume of gas chamber influences the types and concentrations of SF6 decomposition products. Therefore using a newly developed dual gas chromatography (GC) detection sys- tem we investigated the discharge and decomposition of SF6 in a discharge chamber with its volume close to that of the real chambers in GIS. Tests in the chamber were performed with different applied voltage, different electrode arrangements, and different defect types. For discharge between needle-to-plane electrodes, the typical gas decomposition products are SO2F2, SO2 and S2OF10. A near linear growth with the increase of voltage duration is found in the concentration of SO2F2, whereas the growth rates of SO2 and S2OF10 concentration decrease with time. Concentrations of SO2F2, SO2 and S2OF10 at the same voltage duration decrease with the decrease of the voltage amplitude and the increase of the needle-to-plane distance. Change of the gas chamber volume affects the generation rates of SO2F2 and SO2, however not S2OF10. For insulator surface defects, the typical gas decomposition products are CF4, CS2 and SO2. Among which, the concentrations of CF4 and SO2 increase with the voltage duration almost linearly. Moreover, a new parameter that represents the degree of SF6 degradation, the SF6 deterioration ratio, is proposed. In the needle-to-plane case, SF6 deterioration ratio is positively correlated to the fitting value of an averaged discharge capacity. However, the maximum value of SF6 deterioration ratio varies with the defect type. 展开更多
关键词 SF6气体 分解特性 放电室 实验条件 气体绝缘设备 分解产物 平面电极 持续时间
下载PDF
Analysis of Excitation Characteristics of Ultra High Frequency Electromagnetic Waves Induced by PD in GIS 被引量:7
5
作者 DING Dengwei GAO Wensheng +2 位作者 YAO Senjing LIU Weidong HE Jiaxi 《高电压技术》 EI CAS CSCD 北大核心 2013年第8期1893-1901,共9页
The understanding of the excitation mechanism of ultra high frequency (UHF) electromagnetic waves (EW) is essential for ap- plying UHF method to partial discharge (PD) detection. Since the EW induced by PD in gas insu... The understanding of the excitation mechanism of ultra high frequency (UHF) electromagnetic waves (EW) is essential for ap- plying UHF method to partial discharge (PD) detection. Since the EW induced by PD in gas insulated switchgear (GIS) contains not only transverse electromagnetic (TEM) wave, but also high-order transverse electric (TE) and high-order transverse magnetic (TM) waves, we analyzed the proportions between the TEM wave and the high order waves, as well as the influence of the PD position on this proportion, using the finite different time domain (FDTD) method. According to the unique characteristics of the waves, they are separated only ap- proximately. It is found that the high-order mode is the main component, more than 70%, of the electric field around the enclosure of GIS, and that with the increasing distance between PD source and inner conductors, the low frequency ( below about 800 MHz) component of EW decreases, but the high frequency component (above 1 GHz) increases, meanwhile the proportion of high-order components in EW could reach 77% from 70%. It concluded that the closer the PD source to the enclosure is, the easier high order EW may be excited. 展开更多
关键词 超高频电磁波 励磁特性 GIS PD 诱导 气体绝缘开关设备 UHF方法 TEM波
下载PDF
Fullerenes for rechargeable battery applications:Recent developments and future perspectives 被引量:4
6
作者 Zhipeng Jiang Yuming Zhao +1 位作者 Xing Lu Jia Xie 《Journal of Energy Chemistry》 SCIE EI CAS CSCD 2021年第4期70-79,共10页
The development of high-performance batteries is inseparable from the exploration of new materials.Among them,fullerene C60 as an allotrope of carbon has many unique properties that are beneficial for battery applicat... The development of high-performance batteries is inseparable from the exploration of new materials.Among them,fullerene C60 as an allotrope of carbon has many unique properties that are beneficial for battery applications,including precise structure,controllable derivatization,good solubility,and rich redox chemistry.In this review,we summarize the recent progress of fullerene-based materials in the field of rechargeable batteries and the key issues that need to be solved in the future application of fullerene.We hope this review can provide guidance and stimulate research about the applications of fullerenes in the field of energy storage. 展开更多
关键词 BATTERIES FULLERENE Carbon materials Energy storage
下载PDF
Analysis of Conductors' Surface Electric Field of UHVDC Transmission Lines Based on Optimized Charge Simulation Method 被引量:2
7
作者 HU Qin SHU Li-chun +3 位作者 JIANG Xing-liang XUE Rong YUAN Qian fei ZHANG Shi-kun 《高电压技术》 EI CAS CSCD 北大核心 2008年第12期2547-2551,共5页
The choice of the UHV lines depends on surface electric field of the bundle conductors.Based on existing calculation methods,the optimized charge simulation method is used to calculate the conductors' surface elec... The choice of the UHV lines depends on surface electric field of the bundle conductors.Based on existing calculation methods,the optimized charge simulation method is used to calculate the conductors' surface electrical field of±800 kV UHVDC transmission lines in this paper.During calculation,the offset distance is set as the variance of the objective function,the position and the quantity of the simulation charges are optimized with the gold section method,and the surface electrical field is calculated when the charge is in the optimal position.The result shows that the distribution of the surface electrical field and its maximal value can be calculated accurately with this method,although less number of simulation charges is used in this proposed method and the calculation is simple. 展开更多
关键词 UHVDC 模拟电荷法 特高压直流导线 电场
下载PDF
Study on Decision Method of Neutral Point Grounding Mode for Medium-Voltage Distribution Network 被引量:2
8
作者 Hengyong Liu Xiaofu Xiong +3 位作者 Jinxin Ouyang Xiufen Gong Yinghua Xie Jing Li 《Journal of Power and Energy Engineering》 2014年第4期656-664,共9页
The neutral grounding mode of medium-voltage distribution network decides the reliability, overvoltage, relay protection and electrical safety. Therefore, a comprehensive consideration of the reliability, safety and e... The neutral grounding mode of medium-voltage distribution network decides the reliability, overvoltage, relay protection and electrical safety. Therefore, a comprehensive consideration of the reliability, safety and economy is particularly important for the decision of neutral grounding mode. This paper proposes a new decision method of neutral point grounding mode for mediumvoltage distribution network. The objective function is constructed for the decision according the life cycle cost. The reliability of the neutral point grounding mode is taken into account through treating the outage cost as an operating cost. The safety condition of the neutral point grounding mode is preserved as the constraint condition of decision models, so the decision method can generate the most economical and reliable scheme of neutral point grounding mode within a safe limit. The example is used to verify the feasibility and effectiveness of the decision method. 展开更多
关键词 Distribution Network NEUTRAL GROUNDING MODE RELIABILITY DECISION Method Objective FUNCTION
下载PDF
Space Charge Characteristics of Oil-paper Insulation with New Paper and Aged Oil 被引量:1
9
作者 MU Haibao WANG Da +4 位作者 WANG Shiqiang TIAN Jie LI Yuan WEI Yanhui ZHANG Guanjun 《高电压技术》 EI CAS CSCD 北大核心 2013年第8期1865-1872,共8页
Oil-paper compound insulation has been widely used in power transformers for quite a long time because of its good performances. The insulation gradually degrades under combined thermal, electrical and chemical stress... Oil-paper compound insulation has been widely used in power transformers for quite a long time because of its good performances. The insulation gradually degrades under combined thermal, electrical and chemical stresses during routine operations, mainly because of space charges inside. This work investigated the space charge characteristics in oil-paper insulation under oil aging circumstance. New trans- former oil samples are thermally aged to obtain different aging states, and their physical and chemical properties are analyzed. New Kraft papers are dried in vacuum and fully immersed in these different aged oil samples, and three kinds of oil-paper samples are obtained. We use the pulsed electro-acoustic (PEA) method to measure space charge under both DC voltage-on and voltage-off conditions at room temperature. The effect of oil aging state on characteristics of space charge injection, accumulation, and decay is analyzed and discussed. The results show that comparing with the DC voltage-off condition, more charges are injected into samples at the interface of electrode and dielectric when DC voltage is on. When the oil-aged state gets worse, more charges are induced at both cathode and anode, more space charges are accumulated in the bulk, the area of negative charges is larger, and local electric field is distorted more seriously. Moreover, for the voltage-off condition, aged oil is good for space charge decay, and trapped positive space charges decay faster than trapped negative charges. 展开更多
关键词 空间电荷 油纸绝缘 电荷特性 老年 老化状态 直流电压 衰减特性 电荷积累
下载PDF
Preparation of Iron Nanoparticles from Iron Pentacarbonyl Using an Atmospheric Microwave Plasma 被引量:1
10
作者 张博雅 王强 +3 位作者 张贵新 廖姗姗 王仲 李国斌 《Plasma Science and Technology》 SCIE EI CAS CSCD 2015年第10期876-880,共5页
A novel method is introduced for preparing iron nanoparticles from iron pentacar- bonyl using an atmospheric microwave plasma. The prepared iron nanoparticles were characterized by transmission electron microscopy and... A novel method is introduced for preparing iron nanoparticles from iron pentacar- bonyl using an atmospheric microwave plasma. The prepared iron nanoparticles were characterized by transmission electron microscopy and X-ray diffraction. The results show that the size of the particles can be controlled by adjusting the microwave power and the flow rate of the carrier gas. The magnetic properties of the synthesized iron particles were studied and a saturation magnetiza- tion of ~95 emu/g was obtained. The convenient preparation process and considerable production rate were also found to be satisfactory for industrial applications. 展开更多
关键词 microwave plasma NANOPARTICLES iron pentacarbonyl magnetic materials
下载PDF
A Low-Cost, Smart AC Charging System for Electric Vehicle 被引量:1
11
作者 Bo Wang 《Smart Grid and Renewable Energy》 2013年第2期213-216,共4页
In industry development strategy of electric vehicles, apart from concerns on the development of electric vehicles, we also need to consider the issue of charging facilities construction. Firstly, through analysis, th... In industry development strategy of electric vehicles, apart from concerns on the development of electric vehicles, we also need to consider the issue of charging facilities construction. Firstly, through analysis, this paper discusses the importance of AC charging points for electric vehicle development. By studying existing AC charging points on the market, it presents a low-cost smart AC charging system to reduce the cost investigated by power companies and operational bodies when laying of a large number of AC charging points. Compared with the conventional one, the proposed system has prominent features of low cost, small footprint and low investment. 展开更多
关键词 Electrical Vehicle CHARGING FACILITY AC CHARGING POINT
下载PDF
Research on Online Monitoring Methods on SF_(6) Circuit Breakers
12
作者 CHENG Tingting GAO Wensheng ZHAO Yuming 《高压电器》 CAS CSCD 北大核心 2019年第3期1-7,14,共8页
To promote the accuracy and application of arcing time measurement for SF_6 circuit breaker in substation,five measurement methods are investigated by two cases experimentally. First,the test results of the five metho... To promote the accuracy and application of arcing time measurement for SF_6 circuit breaker in substation,five measurement methods are investigated by two cases experimentally. First,the test results of the five methods for a circuit breaker in different stages of wear and a circuit breaker with a component failure were presented. Then,the time error is analyzed by simulation.Finally,the advantage and disadvantage of these methods are discussed. 展开更多
关键词 circuit breaker high voltage circuit breaker arcing time arc duration online monitoring wavelet analysis
下载PDF
Adaptive Reference Power Based Voltage Droop Control for VSC-MTDC Systems 被引量:1
13
作者 Yizhen Wang Fengliang Qiu +3 位作者 Guowei Liu Ming Lei Chao Yang Chengshan Wang 《Journal of Modern Power Systems and Clean Energy》 SCIE EI CSCD 2023年第1期381-388,共8页
Featuring low communication requirements and high reliability,the voltage droop control method is widely adopted in the voltage source converter based multi-terminal direct current(VSC-MTDC)system for autonomous DC vo... Featuring low communication requirements and high reliability,the voltage droop control method is widely adopted in the voltage source converter based multi-terminal direct current(VSC-MTDC)system for autonomous DC voltage regulation and power-sharing.However,the traditional voltage droop control method with fixed droop gain is criticized for over-limit DC voltage deviation in case of large power disturbances,which can threaten stable operation of the entire VSCMTDC system.To tackle this problem,this paper proposes an adaptive reference power based voltage droop control method,which changes the reference power to compensate the power deviation for droop-controlled voltage source converters(VSCs).Besides retaining the merits of the traditional voltage droop control method,both DC voltage deviation reduction and power distribution improvement can be achieved by utilizing local information and a specific control factor in the proposed method.Basic principles and key features of the proposed method are described.Detailed analyses on the effects of the control factor on DC voltage deviation and imbalanced power-sharing are discussed,and the selection principle of the control factor is proposed.Finally,the effectiveness of the proposed method is validated by the simulations on a five-terminal VSC based high-voltage direct current(VSC-HVDC)system. 展开更多
关键词 DC voltage deviation POWER-SHARING reference power voltage droop control voltage source converter(VSC) multi-terminal direct current(MTDC)
原文传递
Investigation of Atmospheric Pressure Dielectric Barrier Glow Discharge in Argon/Ammonia Mixture
14
作者 ZHANG Zenghui ZHANG Guanjun +2 位作者 SHAO Xianjun CHANG Zhengshi GU Chtmhui 《高电压技术》 EI CAS CSCD 北大核心 2013年第9期2254-2259,共6页
In this paper,the influence of ammonia admixture on argon discharge properties is investigated.Electrical measurements,as well as ten-nanoseconds-exposure photographs taken by an intensified charge-coupled device(ICCD... In this paper,the influence of ammonia admixture on argon discharge properties is investigated.Electrical measurements,as well as ten-nanoseconds-exposure photographs taken by an intensified charge-coupled device(ICCD)camera,are employed to confirm the existence of atmospheric pressure glow discharge(APGD)in Ar/NH3mixture.The breakdown voltage and transition voltage between APGD and filamentary discharge are studied at various ammonia concentrations.The results show that a small amount of NH3can lead to APGD due to the Penning ionization of NH3molecules by metastable argon,and the breakdown voltage increases with the growth in NH3concentrations owing to the electronegative feature of NH3.The optical emission spectrum of Ar/NH3APGD is analyzed.Besides,gas temperature is estimated at 327 K by the diagnoses of the OH(A-X)(0,0)band of the spectrum. 展开更多
关键词 大气压辉光放电 混合物 氩气 介质阻挡 APGD 常压 电荷耦合器件
下载PDF
Convection effect on an arc plasma evolution process in a two parallel contact system
15
作者 Jianning YIN Shungui LIU +2 位作者 Feng TANG Qishen LV Xingwen LI 《Plasma Science and Technology》 SCIE EI CAS CSCD 2020年第4期55-63,共9页
A low voltage circuit breaker(LVCB)is an important piece of protection equipment which will switch off the fault current in a power system.The moving contact of a low voltage circuit breaker with a higher rated curren... A low voltage circuit breaker(LVCB)is an important piece of protection equipment which will switch off the fault current in a power system.The moving contact of a low voltage circuit breaker with a higher rated current consists of two parallel contacts.Therefore,the convection effect on the air arc evolution process in a two parallel contact system is analyzed.A threedimensional(3 D)magneto–hydro–dynamic(MHD)model of arc simulation is built.In this model,the anode consists of two parallel contacts and a bonding conductor.A nonlinear voltage–current density characteristic is employed to represent the near-anode and near-cathode voltage.The current density,arc voltage and currents through every contact are obtained.The influence of convection and conduction on the arc evolution process are quantitatively calculated.The displacements of the arc roots are obtained and the asymmetry of the arc root motion is analyzed.The arc evolution process of a two parallel contact system is preliminarily revealed. 展开更多
关键词 air ARC CIRCUIT BREAKER MHD
下载PDF
Multi-Agent Consensus Control Scheme for the Load Control Problem
16
作者 Te Xu Zhixian Lin +4 位作者 Xinwei Lin Changsheng Lin Feng Gao Zixuan Li Peiwen Liu 《Energy Engineering》 EI 2022年第4期1501-1515,共15页
With the help of smart grid technologies,a lot of electrical loads can provide demand response to support the active power balance of the grid.Compared with centralized control methods,decentralized methods reduce the... With the help of smart grid technologies,a lot of electrical loads can provide demand response to support the active power balance of the grid.Compared with centralized control methods,decentralized methods reduce the computational burden of the control center and enhance the reliability of the communication.In this paper,a novel second-order multi-agent consensus control method is proposed for load control problem.By introducing the velocity state into the model,the proposed method achieves better performance than traditional ones.Simulation results verify the effectiveness of the proposed method. 展开更多
关键词 MULTI-AGENT decentralized control load control
下载PDF
Comprehensive evaluation of multi-energy complementary ecosystem based on improved multicriteria decision-making method
17
作者 Huang Shuyi Zou Xuetong +1 位作者 Liang Huaguang Chen Jie 《Clean Energy》 EI CSCD 2024年第1期226-236,共11页
The multi-energy complementary ecosystem is an important form of the modern energy system.However,standardized evaluation criteria and the corresponding method framework have not yet been formed,resulting in unclear s... The multi-energy complementary ecosystem is an important form of the modern energy system.However,standardized evaluation criteria and the corresponding method framework have not yet been formed,resulting in unclear standards and irregular processes of its construction.To cope with this issue,a novel comprehensive evaluation framework for multi-energy complementary ecosystems is proposed in this study.First,a 5D comprehensive evaluation criteria system,including environment,economy,technology,safety and systematicness,is constructed.Then,a novel multicriteria decision-making model integrating an analytic network process,entropy and preference-ranking organization method for enrichment evaluation under an intuitional fuzzy environment is proposed.Finally,four practical cases are used for model testing and empirical analysis.The results of the research show that the unit cost of the energy supply and the internal rate of return indexes have the highest weights of 0.142 and 0.010,respectively.It means that they are the focus in the construction of a multi-energy complementary ecosystem.The net flows of four cases are 0.015,0.123,-0.132 and-0.005,indicating that cases with a variety of energy supply forms and using intelligent management and control platforms to achieve cold,heat and electrical coupling have more advantages. 展开更多
关键词 multi-energy complementary ECOSYSTEM comprehensive evaluation intuitionistic fuzzy multicriteria decision-making
原文传递
Distribution System Restoration with Cyber Failures Based on Co-dispatching of Multiple Recovery Resources
18
作者 Zhengze Wei Kaigui Xie +4 位作者 Bo Hu Yu Wang Changzheng Shao Pierluigi Siano Jun Zhong 《Journal of Modern Power Systems and Clean Energy》 SCIE EI CSCD 2024年第4期1096-1112,共17页
Improving the restoration efficiency of a distribution system is essential to enhance the ability of power systems to deal with extreme events.The distribution system restoration(DSR)depends on the interaction among t... Improving the restoration efficiency of a distribution system is essential to enhance the ability of power systems to deal with extreme events.The distribution system restoration(DSR)depends on the interaction among the electric network(EN),cyber network(CN),and traffic network(TN).However,the coordination of these three networks and codispatching of multiple recovery resources have been mostly neglected.This paper proposes a novel DSR framework,which is formulated as a mixed-integer linear programming(MILP)problem.The failures in cyber lines result in cyber blind areas,which restrict the normal operation of remote-controlled switches.To accelerate the recovery process,multiple recovery resources are utilized including electric maintenance crews(EMCs),cyber maintenance crews(CMCs),and emergency communication vehicles(ECVs).Specifically,CMCs and ECVs restore the cyber function of switches in cooperation,and EMCs repair damaged electric lines.The travel time of these three dispatchable resources is determined by TN.The effectiveness and superiority of the proposed framework are verified on the modified IEEE 33-node and 123-node test systems. 展开更多
关键词 Distribution system restoration(DSR) network coupling maintenance crew co-dispatching emergency communicationvehicle
原文传递
Hierarchically Correlated Equilibrium Q-learning for Multi-area Decentralized Collaborative Reactive Power Optimization 被引量:4
19
作者 Min Tan Chuanjia Han +2 位作者 Xiaoshun Zhang Lexin Guo Tao Yu 《CSEE Journal of Power and Energy Systems》 SCIE 2016年第3期65-72,共8页
A hierarchically correlated equilibrium Q-learning(HCEQ)algorithm for reactive power optimization that considers carbon emission on the grid-side as an optimization objective,is proposed here.Based on the multi-area d... A hierarchically correlated equilibrium Q-learning(HCEQ)algorithm for reactive power optimization that considers carbon emission on the grid-side as an optimization objective,is proposed here.Based on the multi-area decentralized collaborative framework,the controllable variables in each region are divided into several optimization layers,which is an effective method for solving the limitations posed by dimensionality.The HCEQ provides constant information on the interaction between the state-action value function matrices,as well as on the cooperative game equilibrium among agents in each region.After acquiring the optimal value function matrix in the pre-learning process,HCEQ is able to quickly achieve an optimal solution online.Simulation of the IEEE 57-bus system is performed,which demonstrates that the proposed algorithm can effectively solve multi-area decentralized collaborative reactive power optimization,with the desired global search capabilities and convergence speed. 展开更多
关键词 Hierarchically correlated equilibrium multiarea decentralized collaborative reactive power optimization reinforcement learning
原文传递
Assessment of Low Global Warming Potential Refrigerants for Waste Heat Recovery in Data Center with On-Chip Two-Phase Cooling Loop
20
作者 Yuming Zhao Jing Wang +3 位作者 Bin Sun Zhenshang Wang Huashan Li Jiongcong Chen 《Frontiers in Heat and Mass Transfer》 EI 2024年第4期1171-1188,共18页
Data centers(DCs)are highly energy-intensive facilities,where about 30%–50%of the power consumed is attributable to the cooling of information technology equipment.This makes liquid cooling,especially in twophase mod... Data centers(DCs)are highly energy-intensive facilities,where about 30%–50%of the power consumed is attributable to the cooling of information technology equipment.This makes liquid cooling,especially in twophase mode,as an alternative to air cooling for the microprocessors in servers of interest.The need to meet the increased power density of server racks in high-performance DCs,along with the push towards lower global warming potential(GWP)refrigerants due to environmental concerns,has motivated research on the selection of two-phase heat transfer fluids for cooling servers while simultaneously recovering waste heat.With this regard,a heat pump-assisted absorption chiller(HPAAC)system for recovering waste heat in DCs with an on-chip twophase cooling loop driven by the compressor is proposed in the present paper and the low GWP hydrofluoroolefin refrigerants,including R1224yd(Z),R1233zd(E),R1234yf,R1234ze(E),R1234ze(Z),R1243zf and R1336mzz(Z),are evaluated and compared against R245fa as server coolant.For theHPAAC system,beginning with the development of energy and economic models,the performance is analyzed through both a parametric study and optimization using the coefficient of performance(COP),energy saving ratio(ESR),payback period(PBP)and net present value(NPV)as thermo-economic indicators.Using a standard vapor compression cooling system as a benchmark,the results indicate that with the evaporation temperature between 50℃and 70℃and the subcooling degree ranging from5℃to 15°C,R1233zd(E)with moderate compressor suction pressure and pressure ratio is the best refrigerant for the HPAAC systemwhile R1234yf performs the worst.More importantly,R1233zd(E)is also superior to R245fa based on thermo-economic performance,especially under work conditions with relatively lower evaporation temperature as well as subcooling degree.Under the given working conditions,the overall COP,ESR,NPV,and PBP of R1233zd(E)HPAAC with optimum subcooling degree range from4.99 to 11.27,25.53 to 64.59,1.13 to 4.10×10^(7) CNY and 5.77 to 2.22 years,respectively.Besides,the thermo-economic performance of R1233zd(E)HPAAC under optimum working conditions in terms of subcooling degree varying with the evaporation temperature is also investigated. 展开更多
关键词 Heat pump absorption chiller waste heat recovery two-phase cooling loop
下载PDF
上一页 1 2 下一页 到第
使用帮助 返回顶部