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Research on Regulation Method of Energy Storage System Based on Multi-Stage Robust Optimization
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作者 Zaihe Yang Shuling Wang +3 位作者 Runhang Zhu Jiao Cui Ji Su Liling Chen 《Energy Engineering》 EI 2024年第3期807-820,共14页
To address the scheduling problem involving energy storage systems and uncertain energy,we propose a method based on multi-stage robust optimization.This approach aims to regulate the energy storage system by using a ... To address the scheduling problem involving energy storage systems and uncertain energy,we propose a method based on multi-stage robust optimization.This approach aims to regulate the energy storage system by using a multi-stage robust optimal control method,which helps overcome the limitations of traditional methods in terms of time scale.The goal is to effectively utilize the energy storage power station system to address issues caused by unpredictable variations in environmental energy and fluctuating load throughout the day.To achieve this,a mathematical model is constructed to represent uncertain energy sources such as photovoltaic and wind power.The generalized Benders Decomposition method is then employed to solve the multi-stage objective optimization problem.By decomposing the problem into a series of sub-objectives,the system scale is effectively reduced,and the algorithm’s convergence ability is improved.Compared with other algorithms,the multi-stage robust optimization model has better economy and convergence ability and can be used to guide the power dispatching of uncertain energy and energy storage systems. 展开更多
关键词 Multi-stage robust optimization energy storage system regulation methods output uncertainty
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Coordinated voltage regulation strategy of OLTC and BESS considering switching delay
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作者 徐振宇 HUA Yongzhu +1 位作者 CUI Jiadong LI Chuangwei 《High Technology Letters》 EI CAS 2024年第2期138-145,共8页
When large-scale distributed renewable energy power generation systems are connected to the power grid,the risk of grid voltage fluctuations and exceeding the limit increases greatly.Fortunately,the on-load tap change... When large-scale distributed renewable energy power generation systems are connected to the power grid,the risk of grid voltage fluctuations and exceeding the limit increases greatly.Fortunately,the on-load tap changer(OLTC)can adjust the transformer winding tap to maintain the secondary side voltage within the normal range.However,the inevitable delay in switching transformer taps makes it difficult to respond quickly to voltage fluctuations.Moreover,switching the transformer taps frequently will decrease the service life of OLTC.In order to solve this critical issue,a cooperative voltage regulation strategy applied between the battery energy storage systems(BESSs)and OLTSs.is proposed By adjusting the charge and discharge power of BESSs,the OLTC can frequently switch the transformer taps to achieve rapid voltage regulation.The effectiveness of the proposed coordinated regulation strategy is verified in the IEEE 33 node distribution systems.The simulation results show that the proposed coordinated regulation strategy can stabilize the voltage of the distribution network within a normal range and reduce the frequency of tap switching,as such elongating the service life of the equipment. 展开更多
关键词 distributed power generation voltage regulation distribution network on-load tapcharger(OLTC) battery energy storage system(BESS)
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Expression Regulation of Starch and Storage Protein Synthesis Related Genes in Rice Grains
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作者 Bo PENG Dongyan KONG +18 位作者 Yu PENG Lulu HE Yue JIANG Jingbo YU Mengshi SUN Qin DAI Yuchen LIU Qingqing XIN Ruihua PANG Yanfang SUN Xiaohua SONG Huilong LI Juan PENG Qiying ZHOU Jintao LI Quanxiu WANG Bin DUAN Shizhi SONG Hongyu YUAN 《Asian Agricultural Research》 2019年第1期47-53,共7页
Starch and the storage proteins are the main nutritious substances in crop grains,and their composition and content in grains play a decisive role in the grain quality of rice and other staple food crops.This review h... Starch and the storage proteins are the main nutritious substances in crop grains,and their composition and content in grains play a decisive role in the grain quality of rice and other staple food crops.This review has mainly summarized the new advances in the expression regulation of starch and storage protein synthesis related genes in rice grains.Moreover,the challenges of the starch and storage protein synthesis substances in rice genetic improvement were also discussed.This review will provide important information for genetic improvement of grain quality in rice and,potentially,other staple cereals. 展开更多
关键词 RICE STARCH storage PROTEIN SYNTHESIS Gene Expression regulation
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Brief analysis on rainwater regulation and storage for pressure alleviation of municipal drainage system
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作者 彭志刚 马达 《Journal of Southeast University(English Edition)》 EI CAS 2014年第2期202-205,共4页
Rainwater plays an important role in the improvement of the drainage performance while leaving the drainage network structure and capacity unchanged.Based on the comparison of rainwater storage performance in projecte... Rainwater plays an important role in the improvement of the drainage performance while leaving the drainage network structure and capacity unchanged.Based on the comparison of rainwater storage performance in projected rainwater drainage systems it shows that the rainwater storage facilities based on the current rainfall intensity computing formulation can improve the drainage system.The results show that the decentralized rainwater drainage network in municipal drainage helps to reduce the designed rainfall intensity capacity in the drainage network.Thus the effect can be equal to increasing the rainfall duration in the rainwater drainage network design.Therefore the rainwater storage facilities in decentralized networks optimize the rainwater drainage network in community rainwater drainage design.It also reduces the capacity of the drainage network and improves the safety of the municipal rainwater drainage system in residential areas. 展开更多
关键词 urban waterlogging rainwater regulation and storage rainstorm intensity rainstorm return period
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Impact of the Three Gorges Dam on Regulation and Storage Capacity of Poyang Lake
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作者 CHEN Mofei FAN Shaoying +1 位作者 DENG Jinyun WANG Xiaopeng 《Journal of Landscape Research》 2020年第6期50-55,共6页
The regulation and storage capacity of Poyang Lake is infl uenced by the fl ow from the main stream of the Yangtze River and the fi ve rivers in the Poyang Lake basin.After the operation of the Three Gorges Dam(TGD),h... The regulation and storage capacity of Poyang Lake is infl uenced by the fl ow from the main stream of the Yangtze River and the fi ve rivers in the Poyang Lake basin.After the operation of the Three Gorges Dam(TGD),hydrological changes in the main stream of the Yangtze River impact water exchange between the Yangtze River and Poyang Lake.Based on the analysis of measured data and factors infl uencing outfl ow at Hukou station,a new empirical formula describing outfl ow at Hukou station and critical water level for lake storage capacity is established.The change in monthly storage capacity of Poyang Lake before and after the construction of the TGD is analyzed quantitatively.The results show that the fl ows from the main stream of the Yangtze River and the fi ve rivers in the Poyang Lake basin affect outfl ow and water storage capacity by changing the water level difference between Xingzi and Hukou stations and by changing the water level at Hukou station.But the Yangtze River and the fi ve rivers in the Poyang Lake basin differ in process and degree.If the water level at Hukou station remains consistent,when the fl ow from the fi ver rivers increases by 1,000 m3/s,the outfl ow at Hukou station increases by 304 m3/s.When the fl ow from the main stream of the Yangtze River increases by 1,000 m3/s,the outfl ow at Hukou station decreases by 724 m3/s.In addition,the operation of the TGD affects the water storage capacity of Poyang Lake.The water volume of Poyang Lake decreases by 49.4%in September,but increases by 47.7%in May. 展开更多
关键词 Stage–discharge relation regulation and storage capacity of Poyang Lake Water exchange Three Gorges Dam
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Preparation and Characteristic of Self-regulation Water-transmitting Coating Fiber 被引量:2
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作者 张增志 《Journal of Wuhan University of Technology(Materials Science)》 SCIE EI CAS 2009年第4期520-524,共5页
Common clay, Kaolin and Bentonite were used as additives to prepare water-transmitting coating fiber, respectively, and the water-transmitting characteristic of coating fiber was studied. Different water-transmitting ... Common clay, Kaolin and Bentonite were used as additives to prepare water-transmitting coating fiber, respectively, and the water-transmitting characteristic of coating fiber was studied. Different water-transmitting coating fibers were prepared by coating fiber using coating material with different mass proportions of additives to adhesive. And the coating materials were made from three kinds of inorganic clays as additives respectively and polyvinyl alcohol (PVA) as adhesive. Furthermore, the surface morphology and water-transmitting capacity of coating fiber were studied by SEM, Perkin Elmer Diamond SII thermal multi-analyzer and instrument for quick measurement moisture M30. The experimental results indicate that water-transmitting coating fibers made from three kinds of clays all have water-transmitting capacity. The surface of water-transmitting coating fiber prepared by common clay T is continuous and compact, and the water-transmitting effect is better than coating fibers made from other clays. 展开更多
关键词 self-regulation water-transmitting coating fiber storage and controlled-release film composite film inorganic clay
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A priority-based electric vehicle-assisted grid frequency regulation system
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作者 LI Xuancheng QIN Jin +1 位作者 QIN Huibin HUA Yongzhu 《High Technology Letters》 EI CAS 2024年第4期397-404,共8页
During electric vehicle(EV)-assisted grid frequency modulation,inconsistent state of charge(SOC)among EVs can result in overcharging and discharging of the batteries,affecting the stability of the electrical system.As... During electric vehicle(EV)-assisted grid frequency modulation,inconsistent state of charge(SOC)among EVs can result in overcharging and discharging of the batteries,affecting the stability of the electrical system.As a solution,this paper proposes a priority-based frequency regulation strategy for EVs.Firstly,models for the primary and secondary frequency regulation of EV-assisted power grids are established.Secondly,a consensus algorithm is used to construct a distributed com-munication system for EVs.Target SOC values are used to obtain a local frequency regulation priori-ty list.The list is used in an optimal control plan allowing individual EVs to participate in frequency regulation.Finally,a simulation of this strategy under several scenarios is conducted.The results indicate that the strategy ensures uniform SOC among the participating group of EVs,thereby avoi-ding overcharging and discharging of their batteries.It also reduces frequency fluctuations in the electrical system,making the system more robust compared with the frequency regulation strategy that is not priority-based. 展开更多
关键词 grid frequency regulation electric vehicle(EV) state of charge(SOC)consisten-cy PRIORITY distributed energy storage system
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Separator functionalization enables high-performance zinc anode via ion-migration regulation and interfacial engineering 被引量:1
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作者 Ningning Zhao Yuyan Liang +9 位作者 Wenjie Huo Xinyan Zhu Zhangxing He Zekun Zhang Youtuo Zhang Xianwen Wu Lei Dai Jing Zhu Ling Wang Qiaobao Zhang 《Chinese Chemical Letters》 SCIE CAS CSCD 2024年第9期496-500,共5页
Aqueous zinc ion batteries(AZIBs)are promising energy storage devices.However,the formation of dendrites,hydrogen evolution,and corrosion reaction seriously affect their electrochemical performance.Herein,the synergis... Aqueous zinc ion batteries(AZIBs)are promising energy storage devices.However,the formation of dendrites,hydrogen evolution,and corrosion reaction seriously affect their electrochemical performance.Herein,the synergistic effect of ion-migration regulation and interfacial engineering has been confirmed as the potential strategy by kaolin functionalized glass fiber separator(KL-GF)to alleviate these problems.The rapid and orderly Zn^(2+)migration was achieved to improve the transfer kinetics and induced uniform zinc deposition by more zinc-philic sites of KL-GF.Based on the interfacial engineering,the side reactions were effectively mitigated and crystal planes were regulated through KL-GF.The hydrophilicity of KL alleviated the corrosion and hydrogen evolution.Importantly,a preferential orientation of Zn(002)crystal plane by KL-GF was induced to further realize dendrite-free deposition by density functional theory(DFT)and X-ray diffraction(XRD)characterization.Hence,the Zn|KL-GF|MnO_(2)cell maintained a high discharge capacity of 96.8 mAh/g at 2 A/g after 1000 cycles.This work can provide guidance enabling high-performance zinc anode for AZIBs. 展开更多
关键词 Energy storage Aqueous zinc ion batteries SEPARATORS Ion-migration regulation Interfacial engineering
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High recoverable energy density of Na_(0.5)Bi_(0.5)TiO_(3)-based ceramics by multi-scale insulation regulation and relaxor optimization strategy
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作者 Qiuyu Zheng Bing Xie +4 位作者 Yahui Tian Qi Wang Huajie Luo Zhiyong Liu Haibo Zhang 《Journal of Materiomics》 SCIE CSCD 2024年第4期845-856,共12页
Dielectric ceramic capacitors(DCCs)are highly desired for advanced electronic and electrical power systems owing to their ultrahigh power densities and fast charge-discharge speed.However,the low recoverable energy de... Dielectric ceramic capacitors(DCCs)are highly desired for advanced electronic and electrical power systems owing to their ultrahigh power densities and fast charge-discharge speed.However,the low recoverable energy density(Wrec)of dielectric ceramic resulting from the low Weibull breakdown strength(Eb)has been a long-standing challenge.Here,we fabricated 0.8Na_(0.5)Bi_(0.5)TiO_(3)–0.2Sm_(1/3)Sr_(1/2)(Mg_(1/3)Nb_(2/3))O_(3)(0.8NBT–0.2SSMN)relaxor ferroelectric(RFE)ceramics display a greatly improved Eb of 480 kV/cm and largely enhanced Wrec of 7.3 J/cm^(3),far outperforming pure NBT ceramic.We demonstrate that the proposed multi-scale insulation regulation strategy via introducing SSMN with optimal content can effectively reduce grain sizes,increase the bandgap,and create a highly insulating second phase,leading to a high Eb.Additionally,the introduction of Sm^(3+)and Mg^(2+)–Nb^(5+) dopants on the A/B-sites of the Na_(0.5)Bi_(0.5)TiO_(3) lattice created disruptions in the long-range-ordered ferroelectric domains,leading to excellent RFE property.The high Eb and excellent RFE property led to the substantial improvement of Wrec.Else,an exceptional thermal stability of Wrec and efficiency(η)are obtained at 25–200℃(W_(rec∼)(1.77±0.08)J/cm^(3),η∼82.9%±4.3%).This work offers a route for designing high energy storage performance relaxor ferroelectric ceramics for high-voltage dielectric ceramic capacitors. 展开更多
关键词 Multi-scale insulation regulation Relaxor ferroelectrics Energy storage performance Thermal stability
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Multidimensional regulation of Ti-Zr-Cr-Mn hydrogen storage alloys via Y partial substitution
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作者 Haixiang Xiu Wanqiang Liu +10 位作者 Dongming Yin Nan Ding Wenfeng Qiao Shaolei Zhao Long Liang Cong Liu Shaohua Wang Qingshuang Wang Bingbing Chen Limin Wang Yong Cheng 《Nano Research》 SCIE EI CSCD 2024年第5期4211-4220,共10页
High density and safe storage of hydrogen are the preconditions for the large-scale application of hydrogen energy.Herein,the hydrogen storage properties of Ti_(0.6)Zr_(0.4)Cr_(0.6)Mn_(1.4) alloys are systematically s... High density and safe storage of hydrogen are the preconditions for the large-scale application of hydrogen energy.Herein,the hydrogen storage properties of Ti_(0.6)Zr_(0.4)Cr_(0.6)Mn_(1.4) alloys are systematically studied by introducing Y element instead of Ti element through vacuum arc melting.After the partial substitution of Y,a second phase of rare earth oxide is added in addition to the main suction hydrogen phase,C14 Laves phase.Thanks to the unique properties of rare earth elements,the partial substitution of Y can not only improve the activation properties and plateau pressure of the alloys,but also increase the effective hydrogen storage capacity of the alloys.The comprehensive properties of hydrogen storage alloys are improved by multidimensional regulation of rare earth elements.Among them,Ti_(0.552)Y_(0.048)Zr_(0.4)Cr_(0.6)Mn_(1.4) has the best comprehensive performance.The alloy can absorb hydrogen without activation at room temperature and 5 MPa,with a maximum hydrogen storage capacity of 1.98 wt.%.At the same time,it reduces the stability of the hydride and the enthalpy change value,making it easier to release hydrogen.Through theoretical analysis and first-principle simulation,the results show that the substitution of Y element reduces the migration energy barrier of hydrogen and the structural stability of the system,which is conducive to hydrogen evolution.The alloy has superior durability compared to the original alloy,and the capacity retention rate was 96.79%after 100 hydrogen absorption/desorption cycles. 展开更多
关键词 AB_(2)-type hydrogen storage alloy rare earth element first-principles simulation multidimensional regulation
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Optimal Bidding Strategy for PV and BESSs in Joint Energy and Frequency Regulation Markets Considering Carbon Reduction Benefits
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作者 Jing Bian Yuheng Song +3 位作者 Chen Ding Jianing Cheng Shiqiang Li Guoqing Li 《Journal of Modern Power Systems and Clean Energy》 SCIE EI CSCD 2024年第2期427-439,共13页
Photovoltaic(PV)and battery energy storage systems(BESSs)are key components in the energy market and crucial contributors to carbon emission reduction targets.These systems can not only provide energy but can also gen... Photovoltaic(PV)and battery energy storage systems(BESSs)are key components in the energy market and crucial contributors to carbon emission reduction targets.These systems can not only provide energy but can also generate considerable revenue by providing frequency regulation services and participating in carbon trading.This study proposes a bidding strategy for PV and BESSs operating in joint energy and frequency regulation markets,with a specific focus on carbon reduction benefits.A two-stage bidding framework that optimizes the profit of PV and BESSs is presented.In the first stage,the day-ahead energy market takes into account potential real-time forecast deviations.In the second stage,the real-time balancing market uses a rolling optimization method to account for multiple uncertainties.Notably,a real-time frequency regulation control method is proposed for the participation of PV and BESSs in automatic generation control(AGC).This is particularly relevant given the uncertainty of grid frequency fluctuations in the optimization model of the real-time balancing market.This control method dynamically assigns the frequency regulation amount undertaken by the PV and BESSs according to the control interval in which the area control error(ACE)occurs.The case study results demonstrate that the proposed bidding strategy not only enables the PV and BESSs to effectively participate in the grid frequency regulation response but also yields considerable carbon emission reduction benefits and effectively improves the system operation economy. 展开更多
关键词 Photovoltaic(PV) battery energy storage system(BESS) energy market carbon market frequency regulation service bidding strategy
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Criteria for Selecting Carbon Subsurface and Ocean Storage Site in Developing Countries: A Review
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作者 Gregory Mwenketishi Hadj Benkreira Nejat Rahmanian 《American Journal of Climate Change》 2024年第2期103-139,共37页
Important first phases in the process of implementing CO2 subsurface and ocean storage projects include selecting of best possible location(s) for CO2 storage, and site selection evaluation. Sites must fulfill a numbe... Important first phases in the process of implementing CO2 subsurface and ocean storage projects include selecting of best possible location(s) for CO2 storage, and site selection evaluation. Sites must fulfill a number of criteria that boil down to the following basics: they must be able to accept the desired volume of CO2 at the rate at which it is supplied from the CO2 source(s);they must as well be safe and reliable;and must comply with regulatory and other societal requirements. They also must have at least public acceptance and be based on sound financial analysis. Site geology;hydrogeological, pressure, and geothermal regimes;land features;location, climate, access, etc. can all be refined from these basic criteria. In addition to aiding in site selection, site characterization is essential for other purposes, such as foreseeing the fate and impacts of the injected CO2, and informing subsequent phases of site development, including design, permitting, operation, monitoring, and eventual abandonment. According to data from the IEA, in 2022, emissions from Africa and Asias emerging markets and developing economies, excluding Chinas, increased by 4.2%, which is equivalent to 206 million tonnes of CO2 and were higher than those from developed economies. Coal-fired power generation was responsible for more than half of the rise in emissions that were recorded in the region. The difficulty of achieving sustainable socio-economic progress in the developing countries is entwined with the work of reducing CO2 emissions, which is a demanding project for the economy. Organisations from developing countries, such as Bangladesh, Cameroon, India, and Nigeria, have formed partnerships with organisations in other countries for lessons learned and investment within the climate change arena. The basaltic rocks, coal seams, depleted oil and gas reservoirs, soils, deep saline aquifers, and sedimentary basins that developing countries (Bangladesh, Cameroon, India, and Nigeria etc.) possess all contribute to the individual countrys significant geological sequestration potential. There are limited or no carbon capture and storage or clean development mechanism projects running in these countries at this time. The site selection and characterization procedure are not complete without an estimate of the storage capacity of a storage location. Estimating storage capacity relies on volumetric estimates because a site must accept the planned volume of CO2 during the active injection period. As more and more applications make use of site characterization, so too does the body of written material on the topic. As the science of CO2 storage develops, regulatory requirements are implemented, field experience grows, and the economics of CO2 capture and storage improve, so too will site selection and characterisation change. 展开更多
关键词 AQUIFER CCUS Site Selection Carbon Dioxide Capture and storage (CCS) CO2 Sequestration CCS Governmental regulation CO2 Environment Impact Geological storage
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Integration of PV and Battery Storage for Catenary Voltage Regulation and Stray Current Mitigation in MVDC Railways 被引量:2
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作者 Salman Aatif Xiaowei Yang +2 位作者 Hai Hu Santa Kumar Maharjan Zhengyou He 《Journal of Modern Power Systems and Clean Energy》 SCIE EI CSCD 2021年第3期585-594,共10页
Innovative advancement in power electronics is reshaping the conventional high-voltage transmission systems and has also opened a new paradigm for researchers to consider its benefits in the railway electrification sy... Innovative advancement in power electronics is reshaping the conventional high-voltage transmission systems and has also opened a new paradigm for researchers to consider its benefits in the railway electrification system(RES).In this regard,the medium-voltage direct current RES(MVDC-RES)is a key area of interest nowadays.In this paper,a secondary energy source(SES)consisting of renewable energies(REs)and energy storage systems(ESSs)is proposed to solve the issues of catenary voltage regulation,rail potential,and stray current in the MVDC-RES.Some of the major integration topologies of the SES are analyzed for MVDC-RES and the most effective one is proposed and implemented.The voltage at the point of connection(PoC)of the SES is used as a reference for controlling different operation modes of REs and ESSs.Moreover,feedforward control is used at the ESS converter to attain the quick response from the batteries for the desired operation.The proposed scheme improves the catenary voltage,and reduces the rail potential and stray current.Besides,the scheme provides higher energy density and reduces line losses.Simulation results are provided to validate the operation modes and advantages of the proposed scheme. 展开更多
关键词 Medium-voltage direct current(MVDC)railway railway electrification system(RES) catenary voltage regulation stray current photovoltaic(PV) energy storage
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Superconducting Magnetic Energy Storage Integrated Current-source DC/DC Converter for Voltage Stabilization and Power Regulation in DFIG-based DC Power Systems 被引量:1
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作者 Ruohuan Yang Jianxun Jin +3 位作者 Qian Zhou Mingshun Zhang Shan Jiang Xiaoyuan Chen 《Journal of Modern Power Systems and Clean Energy》 SCIE EI CSCD 2023年第4期1356-1369,共14页
Unpredictable power fluctuation and fault ridethrough capability attract increased attention as two uncertain major factors in doubly-fed induction generators(DFIGs)integrated DC power system.Present solutions usually... Unpredictable power fluctuation and fault ridethrough capability attract increased attention as two uncertain major factors in doubly-fed induction generators(DFIGs)integrated DC power system.Present solutions usually require complicated cooperation comprising multiple modules of energy storage,current control,and voltage stabilizer.To overcome the drawbacks of existing solutions,this paper proposes a superconducting magnetic energy storage(SMES)integrated currentsource DC/DC converter(CSDC).It is mainly composed of a current-source back-to-back converter,and the SMES is tactfully embedded in series with the intermediate DC link.The proposed SMES-CSDC is installed in front of the DC-DFIG to carry out its dual abilities of load voltage stabilization under multifarious transient disturbances and power regulation under wind speed variations.Compared with the existing DC protection devices,the SMES-CSDC is designed on the basis of unique current-type energy storage.It has the advantages of fast response,extensive compensation range,concise hardware structure,and straightforward control strategy.The feasibility of the SMESCSDC is implemented via a scaled-down experiment,and its effectiveness for DC-DFIG protection is verified by a large-scale DC power system simulation. 展开更多
关键词 Superconducting magnetic energy storage(SMES) DC doubly-fed induction generator(DC-DFIG) current-source converter voltage stabilization power regulation
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Frequency-constrained Unit Commitments with Linear Rules Extracted from Simulation Results Considering Regulations from Battery Storage
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作者 Jiawei Zhang Zhichao Chen +1 位作者 Ning Zhang Xianfeng Zhang 《Journal of Modern Power Systems and Clean Energy》 SCIE EI CSCD 2023年第4期1041-1052,共12页
Heavy renewable penetrations and high-voltage cross-regional transmission systems reduce the inertia and critical frequency stability of power systems after disturbances.Therefore,the power system operators should ens... Heavy renewable penetrations and high-voltage cross-regional transmission systems reduce the inertia and critical frequency stability of power systems after disturbances.Therefore,the power system operators should ensure the frequency nadirs after possible disturbances are within the set restriction,e.g.,0.20 Hz.Traditional methods utilize linearized and simplified control models to quantify the frequency nadirs and achieve frequency-constrained unit commitments(FCUCs).However,the simplified models are hard to depict the frequency responses of practical units after disturbances.Also,they usually neglect the regulations from battery storage.This paper achieves FCUCs with linear rules extracted from massive simulation results.We simulate the frequency responses on typical thermal-hydro-storage systems under diverse unit online conditions.Then,we extract the rules of frequency nadirs after disturbances merely with linear support vector machine to evaluate the frequency stability of power systems.The algorithm holds a high accuracy in a wide range of frequency restrictions.Finally,we apply the rules to three typical cases to show the influences of frequency constraints on unit commitments. 展开更多
关键词 Frequency regulation unit commitment machine learning rule extraction primary frequency regulation energy storage support vector machine
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Distribution characteristics of seamount cobalt-rich ferromanganese crusts and the determination of the size of areas for exploration and exploitation 被引量:10
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作者 HE Gaowen MA Weilin +5 位作者 SONG Chengbing YANG Shengxiong ZHU Benduo YAO Huiqiang JIANG Xunxiong CHENG Yongshou 《Acta Oceanologica Sinica》 SCIE CAS CSCD 2011年第3期63-75,共13页
In 2001, the International Seabed Authority (ISBA) initiated the consideration relating to the Regulations for Prospecting and Exploration for Hydrothermal Polymetallic Sulphides and Cobalt-rich Ferromanganese Crust... In 2001, the International Seabed Authority (ISBA) initiated the consideration relating to the Regulations for Prospecting and Exploration for Hydrothermal Polymetallic Sulphides and Cobalt-rich Ferromanganese Crusts in the Area at its 7th session. Since then, the consideration of the Regulations has been mainly focused on the size of areas to be allocated for exploration and exploitation of the crusts. This paper, based on the investigation data and the analysis of the distribution characteristics of the crusts, suggests a model for determining the size of areas for exploration and exploitation of the crusts, taking into account various factors such as production scale, crust thickness and grade, mineable area proportion, recovery efficiency, exploration venture, and so on. Through the modeling, the paper suggests that the exploration area (the area covered by each application for approval of a plan of work for exploration of cobalt-rich crusts) shall be 4 856 km2 and the exploitation area (the mine site area) shall be 1 214 km2, for 20 years of 1 million wet tonnes annual production. 展开更多
关键词 cobalt-rich ferromanganese crusts exploration and exploitation area SEAMOUNTS regulation on exploration
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Safety regulation of gel electrolytes in electrochemical energy storage devices 被引量:4
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作者 Dan Yu Xinyue Li Jialiang Xu 《Science China Materials》 SCIE EI CSCD 2019年第11期1556-1573,共18页
Electrochemical energy storage devices,such as lithium ion batteries(LIBs),supercapacitors and fuel cells,have been vigorously developed and widely researched in past decades.However,their safety issues have appealed ... Electrochemical energy storage devices,such as lithium ion batteries(LIBs),supercapacitors and fuel cells,have been vigorously developed and widely researched in past decades.However,their safety issues have appealed immense attention.Gel electrolytes(GEs),with a special state in-between liquid and solid electrolytes,are considered as the most promising candidates in electrochemical energy storage because of their high safety and stability.This review summarized the recent progresses made in the application of GEs in the safety regulation of the electrochemical energy storage devices.Special attention was paid to the gel polymer electrolytes,the organic low molecule-mass GEs,as well as the fumed silica-based and siloxane-based GEs.Finally,the current challenges and future directions were proposed in terms of the development of GEs. 展开更多
关键词 ELECTROCHEMICAL energy storage devices safety regulation GEL electrolytes GEL polymer electrolytes ORGANIC low molecule-mass GEL electrolytes
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A cost accounting method of the Li-ion battery energy storage system for frequency regulation considering the effect of life degradation 被引量:14
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作者 Gangui Yan Dongyuan Liu +1 位作者 Junhui Li Gang Mu 《Protection and Control of Modern Power Systems》 2018年第1期43-51,共9页
The cost of Energy Storage System(ESS)for frequency regulation is difficult to calculate due to battery’s degradation when an ESS is in grid-connected operation.To solve this problem,the influence mechanism of actual... The cost of Energy Storage System(ESS)for frequency regulation is difficult to calculate due to battery’s degradation when an ESS is in grid-connected operation.To solve this problem,the influence mechanism of actual operating conditions on the life degradation of Li-ion battery energy storage is analyzed.A control strategy of Li-ion ESS participating in grid frequency regulation is constructed and a cost accounting model for frequency regulation considering the effect of battery life degradation is established.The estimated operating life and annual average cost of the Li-ion ESS under different dead bands and SOC set-points are calculated.The case studies show that the estimated operating life of the Li-ion ESS under the actual operating condition differs significantly from the nominal life provided by the manufacturer under the standard condition and the full discharge mode.This paper provides an accurate costing method for the ESS participating in grid frequency regulation to help the promotion of the ESS to participate in the ancillary service market. 展开更多
关键词 Energy storage system Estimated operating life Cost accounting method Frequency regulation Dead band
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A Fuzzy Hierarchical Strategy for Improving Frequency Regulation of Battery Energy Storage System 被引量:8
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作者 Kaifeng Wang Ying Qiao +3 位作者 Lirong Xie Jiaming Li Zongxiang Lu Huan Yang 《Journal of Modern Power Systems and Clean Energy》 SCIE EI CSCD 2021年第4期689-698,共10页
Battery energy storage systems(BESSs)can provide instantaneous support for frequency regulation(FR)because of their fast response characteristics.However,purely pursuing a better FR effect calls for continually rapid ... Battery energy storage systems(BESSs)can provide instantaneous support for frequency regulation(FR)because of their fast response characteristics.However,purely pursuing a better FR effect calls for continually rapid cycles of BESSs,which shortens their lifetime and deteriorates the operational economy.To coordinate the lifespan savings and the FR effect,this paper presents a control strategy for the FR of BESSs based on fuzzy logic and hierarchical controllers.The fuzzy logic controller improves the effect of FR by adjusting the charging/discharging power of the BESS with a higher response speed and precision based on the area control error(ACE)signal and the change rate of ACE in a non-linear way.Hierarchical controllers effectively reduce the life loss by optimizing the depth of discharge,which ensures that the state of charge(SOC)of BESS is always in the optimal operating range,and the total FR cost is the lowest at this time.The proposed method can achieve the optimal balance between ACE reduction and operational economy of BESS.The effectiveness of the proposed strategy is verified in a two-area power system. 展开更多
关键词 Battery energy storage system(BESS) frequency regulation(FR) coordinated control strategy optimal depth of discharge charging/discharging threshold
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Coordinated control for voltage regulation of distribution network voltage regulation by distributed energy storage systems 被引量:18
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作者 Delong Zhang Jianlin Li Dong Hui 《Protection and Control of Modern Power Systems》 2018年第1期35-42,共8页
With more and more distributed photovoltaic(PV)plants access to the distribution system,whose structure is changing and becoming an active network.The traditional methods of voltage regulation may hardly adapt to this... With more and more distributed photovoltaic(PV)plants access to the distribution system,whose structure is changing and becoming an active network.The traditional methods of voltage regulation may hardly adapt to this new situation.To address this problem,this paper presents a coordinated control method of distributed energy storage systems(DESSs)for voltage regulation in a distribution network.The influence of the voltage caused by the PV plant is analyzed in a simple distribution feeder at first.The voltage regulation areas corresponding to DESSs are divided by calculating and comparing the voltage sensitivity matrix.Then,a coordinated voltage control strategy is proposed for the DESSs.Finally,the simulation results of the IEEE 33-bus radial distribution network verify the effectiveness of the proposed coordinated control method. 展开更多
关键词 Distributed energy storage Voltage regulation Voltage sensitivity Coordinated control Photovoltaic(PV)plants
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