首页 > 最新文献

Journal of Modern Power Systems and Clean Energy最新文献

英文 中文
Virtual Transmission Solution Based on Battery Energy Storage Systems to Boost Transmission Capacity 基于电池储能系统的虚拟输电解决方案提升输电能力
IF 6.3 1区 工程技术 Q1 ENGINEERING, ELECTRICAL & ELECTRONIC Pub Date : 2024-03-25 DOI: 10.35833/MPCE.2023.000729
Matías Agüero;Jaime Peralta;Eugenio Quintana;Victor Velar;Anton Stepanov;Hossein Ashourian;Jean Mahseredjian;Roberto Cárdenas
The increasing penetration of variable renewable energy (VRE) generation along with the decommissioning of conventional power plants in Chile, has raised several operational challenges in the Chilean National Power Grid (NPG), including transmission congestion and VRE curtailment. To mitigate these limitations, an innovative virtual transmission solution based on battery energy storage systems (BESSs), known as grid booster (GB), has been proposed to increase the capacity of the main 500 kV corridor of the NPG. This paper analyzes the dynamic performance of the GB using a wide-area electromagnetic transient (EMT) model of the NPG. The GB project, composed of two 500 MVA BESS units at each extreme of the 500 kV corridor, allows increasing the transmission capacity for 15 min during N-1 contingencies, overcoming transmission limitations under normal operation conditions while maintaining system stability during faults. The dynamic behavior of the GB is also analyzed to control power flow as well as voltage stability. The results show that the GB is an effective solution to allow greater penetration of VRE generation while maintaining system stability in the NPG.
随着智利可再生能源(VRE)发电渗透率的不断提高以及传统发电厂的退役,智利国家电网(NPG)面临着一些运营挑战,包括输电拥堵和可再生能源削减。为了缓解这些限制,有人提出了一种基于电池储能系统(BESS)的创新型虚拟输电解决方案,即电网升压器(GB),以提高国家电网 500 千伏主通道的容量。本文利用 NPG 的广域电磁暂态 (EMT) 模型分析了 GB 的动态性能。GB 项目由位于 500 千伏走廊两端的两个 500 兆伏安 BESS 单元组成,可在 N-1 突发事件期间将输电容量提高 15 分钟,克服正常运行条件下的输电限制,同时在故障期间保持系统稳定。此外,还对 GB 的动态行为进行了分析,以控制功率流和电压稳定性。结果表明,GB 是一种有效的解决方案,既能提高 VRE 发电的渗透率,又能保持 NPG 的系统稳定性。
{"title":"Virtual Transmission Solution Based on Battery Energy Storage Systems to Boost Transmission Capacity","authors":"Matías Agüero;Jaime Peralta;Eugenio Quintana;Victor Velar;Anton Stepanov;Hossein Ashourian;Jean Mahseredjian;Roberto Cárdenas","doi":"10.35833/MPCE.2023.000729","DOIUrl":"https://doi.org/10.35833/MPCE.2023.000729","url":null,"abstract":"The increasing penetration of variable renewable energy (VRE) generation along with the decommissioning of conventional power plants in Chile, has raised several operational challenges in the Chilean National Power Grid (NPG), including transmission congestion and VRE curtailment. To mitigate these limitations, an innovative virtual transmission solution based on battery energy storage systems (BESSs), known as grid booster (GB), has been proposed to increase the capacity of the main 500 kV corridor of the NPG. This paper analyzes the dynamic performance of the GB using a wide-area electromagnetic transient (EMT) model of the NPG. The GB project, composed of two 500 MVA BESS units at each extreme of the 500 kV corridor, allows increasing the transmission capacity for 15 min during N-1 contingencies, overcoming transmission limitations under normal operation conditions while maintaining system stability during faults. The dynamic behavior of the GB is also analyzed to control power flow as well as voltage stability. The results show that the GB is an effective solution to allow greater penetration of VRE generation while maintaining system stability in the NPG.","PeriodicalId":51326,"journal":{"name":"Journal of Modern Power Systems and Clean Energy","volume":"12 2","pages":"466-474"},"PeriodicalIF":6.3,"publicationDate":"2024-03-25","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"https://ieeexplore.ieee.org/stamp/stamp.jsp?tp=&arnumber=10478441","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"140291146","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":1,"RegionCategory":"工程技术","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"OA","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
引用次数: 0
Guest Editorial: Special Section on Battery Energy Storage Systems for Net-zero Power Systems and Markets 特邀编辑:零净电力系统和市场的电池储能系统专栏
IF 6.3 1区 工程技术 Q1 ENGINEERING, ELECTRICAL & ELECTRONIC Pub Date : 2024-03-25 DOI: 10.35833/MPCE.2024.000243
Pierluigi Mancarella;Nikos Hatziargyriou;Chongqing Kang
Battery energy storage technologies have witnessed both dramatic cost reduction and technical evolution in recent years. This is leading to widespread deployment of battery energy storage systems (BESSs) worldwide, particularly to support operation of power grids with already deep penetration of renewables. Considering the development of new battery technologies with different power-to-energy ratios and for various engineering applications, BESSs could play a strategic role towards a net-zero energy future. New opportunities are emerging for BESSs to participate in several markets, provide different grid services, and perform “value stacking”, eventually allowing development of new business cases and improved BESS economics. BESS configurations that are “behind the meter”, “in front of the meter”, hybrid plants co-located with renewables, and so forth, are only some of the exciting propositions that are being seen in different countries and at different scales, from highly distributed (virtual power plants), to neighbourhood-level (community batteries), to utility scale.
近年来,电池储能技术的成本大幅降低,技术不断发展。这使得电池储能系统(BESSs)在全球范围内得到广泛应用,特别是在可再生能源已经深度渗透的情况下,为电网运行提供支持。考虑到不同功率能量比和不同工程应用的新型电池技术的发展,电池储能系统可在实现未来净零能耗方面发挥战略性作用。BESS 正在出现新的机遇,可以参与多个市场,提供不同的电网服务,并实现 "价值叠加",最终开发出新的商业案例,提高 BESS 的经济效益。表后"、"表前"、与可再生能源共存的混合发电厂等 BESS 配置,只是不同国家和不同规模(从高度分布式(虚拟发电厂)到邻里级(社区电池),再到公用事业规模)的一些令人兴奋的提议。
{"title":"Guest Editorial: Special Section on Battery Energy Storage Systems for Net-zero Power Systems and Markets","authors":"Pierluigi Mancarella;Nikos Hatziargyriou;Chongqing Kang","doi":"10.35833/MPCE.2024.000243","DOIUrl":"https://doi.org/10.35833/MPCE.2024.000243","url":null,"abstract":"Battery energy storage technologies have witnessed both dramatic cost reduction and technical evolution in recent years. This is leading to widespread deployment of battery energy storage systems (BESSs) worldwide, particularly to support operation of power grids with already deep penetration of renewables. Considering the development of new battery technologies with different power-to-energy ratios and for various engineering applications, BESSs could play a strategic role towards a net-zero energy future. New opportunities are emerging for BESSs to participate in several markets, provide different grid services, and perform “value stacking”, eventually allowing development of new business cases and improved BESS economics. BESS configurations that are “behind the meter”, “in front of the meter”, hybrid plants co-located with renewables, and so forth, are only some of the exciting propositions that are being seen in different countries and at different scales, from highly distributed (virtual power plants), to neighbourhood-level (community batteries), to utility scale.","PeriodicalId":51326,"journal":{"name":"Journal of Modern Power Systems and Clean Energy","volume":"12 2","pages":"321-322"},"PeriodicalIF":6.3,"publicationDate":"2024-03-25","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"https://ieeexplore.ieee.org/stamp/stamp.jsp?tp=&arnumber=10478436","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"140291200","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":1,"RegionCategory":"工程技术","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"OA","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
引用次数: 0
Multi-Scale Fusion Model Based on Gated Recurrent Unit for Enhancing Prediction Accuracy of State-of-Charge in Battery Energy Storage Systems 基于门控递归单元的多尺度融合模型,用于提高电池储能系统的充电状态预测精度
IF 6.3 1区 工程技术 Q1 ENGINEERING, ELECTRICAL & ELECTRONIC Pub Date : 2024-03-25 DOI: 10.35833/MPCE.2023.000726
Hao Liu;Fengwei Liang;Tianyu Hu;Jichao Hong;Huimin Ma
Accurate prediction of the state-of-charge (SOC) of battery energy storage system (BESS) is critical for its safety and lifespan in electric vehicles. To overcome the imbalance of existing methods between multi-scale feature fusion and global feature extraction, this paper introduces a novel multi-scale fusion (MSF) model based on gated recurrent unit (GRU), which is specifically designed for complex multi-step SOC prediction in practical BESSs. Pearson correlation analysis is first employed to identify SOC-related parameters. These parameters are then input into a multi-layer GRU for point-wise feature extraction. Concurrently, the parameters undergo patching before entering a dual-stage multi-layer GRU, thus enabling the model to capture nuanced information across varying time intervals. Ultimately, by means of adaptive weight fusion and a fully connected network, multi-step SOC predictions are rendered. Following extensive validation over multiple days, it is illustrated that the proposed model achieves an absolute error of less than 1.5% in real-time SOC prediction.
准确预测电池储能系统(BESS)的充电状态(SOC)对电动汽车的安全性和使用寿命至关重要。为了克服现有方法在多尺度特征融合和全局特征提取之间的不平衡,本文介绍了一种基于门控递归单元(GRU)的新型多尺度融合(MSF)模型,该模型专为实际 BESS 中复杂的多步骤 SOC 预测而设计。首先采用皮尔逊相关分析来确定 SOC 相关参数。然后,将这些参数输入多层 GRU,进行点特征提取。同时,参数在进入双级多层 GRU 之前会进行修补,从而使模型能够捕捉到不同时间间隔内的细微信息。最终,通过自适应权重融合和全连接网络,可实现多步骤 SOC 预测。经过多天的广泛验证,表明所提出的模型在实时 SOC 预测方面的绝对误差小于 1.5%。
{"title":"Multi-Scale Fusion Model Based on Gated Recurrent Unit for Enhancing Prediction Accuracy of State-of-Charge in Battery Energy Storage Systems","authors":"Hao Liu;Fengwei Liang;Tianyu Hu;Jichao Hong;Huimin Ma","doi":"10.35833/MPCE.2023.000726","DOIUrl":"https://doi.org/10.35833/MPCE.2023.000726","url":null,"abstract":"Accurate prediction of the state-of-charge (SOC) of battery energy storage system (BESS) is critical for its safety and lifespan in electric vehicles. To overcome the imbalance of existing methods between multi-scale feature fusion and global feature extraction, this paper introduces a novel multi-scale fusion (MSF) model based on gated recurrent unit (GRU), which is specifically designed for complex multi-step SOC prediction in practical BESSs. Pearson correlation analysis is first employed to identify SOC-related parameters. These parameters are then input into a multi-layer GRU for point-wise feature extraction. Concurrently, the parameters undergo patching before entering a dual-stage multi-layer GRU, thus enabling the model to capture nuanced information across varying time intervals. Ultimately, by means of adaptive weight fusion and a fully connected network, multi-step SOC predictions are rendered. Following extensive validation over multiple days, it is illustrated that the proposed model achieves an absolute error of less than 1.5% in real-time SOC prediction.","PeriodicalId":51326,"journal":{"name":"Journal of Modern Power Systems and Clean Energy","volume":"12 2","pages":"405-414"},"PeriodicalIF":6.3,"publicationDate":"2024-03-25","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"https://ieeexplore.ieee.org/stamp/stamp.jsp?tp=&arnumber=10478435","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"140291020","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":1,"RegionCategory":"工程技术","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"OA","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
引用次数: 0
Optimal Offering of Energy Storage in UK Day-Ahead Energy and Frequency Response Markets 在英国日前能源和频率响应市场中优化储能服务
IF 6.3 1区 工程技术 Q1 ENGINEERING, ELECTRICAL & ELECTRONIC Pub Date : 2024-03-25 DOI: 10.35833/MPCE.2023.000737
Makedon Karasavvidis;Andreas Stratis;Dimitrios Papadaskalopoulos;Goran Strbac
The offering strategy of energy storage in energy and frequency response (FR) markets needs to account for country-specific market regulations around FR products as well as FR utilization factors, which are highly uncertain. To this end, a novel optimal offering model is proposed for stand-alone price-taking storage participants, which accounts for recent FR market design developments in the UK, namely the trade of FR products in time blocks, and the mutual exclusivity among the multiple FR products. The model consists of a day-ahead stage, devising optimal offers under uncertainty, and a real-time stage, representing the storage operation after uncertainty is materialized. Furthermore, a concrete methodological framework is developed for comparing different approaches around the anticipation of uncertain FR utilization factors (determinis- one based on expected values, deterministic one based on worst-case values, stochastic one, and robust one), by providing four alternative formulations for the real-time stage of the proposed offering model, and carrying out an out-of-sample validation of the four model instances. Finally, case studies employing real data from UK energy and FR markets compare these four instances against achieved profits, FR delivery violations, and computational scalability.
能源和频率响应(FR)市场中的储能产品销售策略需要考虑到各国围绕频率响应产品的市场法规以及频率响应利用率因素,而这些因素具有高度不确定性。为此,我们为独立的定价储能参与者提出了一种新的最优发售模型,该模型考虑到了英国最近的频率响应市场设计发展,即以时间块为单位的频率响应产品交易,以及多种频率响应产品之间的相互排他性。该模型由一个日前阶段和一个实时阶段组成,前者负责设计不确定情况下的最优报价,后者代表不确定情况发生后的存储操作。此外,通过为拟议发售模型的实时阶段提供四种备选方案,并对四种模型实例进行样本外验证,制定了一个具体的方法框架,用于比较不确定 FR 利用率预测的不同方法(基于预期值的确定性方法、基于最坏情况值的确定性方法、随机方法和稳健方法)。最后,利用英国能源和 FR 市场的真实数据进行了案例研究,比较了这四个实例在实现利润、FR 交付违规和计算可扩展性方面的优劣。
{"title":"Optimal Offering of Energy Storage in UK Day-Ahead Energy and Frequency Response Markets","authors":"Makedon Karasavvidis;Andreas Stratis;Dimitrios Papadaskalopoulos;Goran Strbac","doi":"10.35833/MPCE.2023.000737","DOIUrl":"https://doi.org/10.35833/MPCE.2023.000737","url":null,"abstract":"The offering strategy of energy storage in energy and frequency response (FR) markets needs to account for country-specific market regulations around FR products as well as FR utilization factors, which are highly uncertain. To this end, a novel optimal offering model is proposed for stand-alone price-taking storage participants, which accounts for recent FR market design developments in the UK, namely the trade of FR products in time blocks, and the mutual exclusivity among the multiple FR products. The model consists of a day-ahead stage, devising optimal offers under uncertainty, and a real-time stage, representing the storage operation after uncertainty is materialized. Furthermore, a concrete methodological framework is developed for comparing different approaches around the anticipation of uncertain FR utilization factors (determinis- one based on expected values, deterministic one based on worst-case values, stochastic one, and robust one), by providing four alternative formulations for the real-time stage of the proposed offering model, and carrying out an out-of-sample validation of the four model instances. Finally, case studies employing real data from UK energy and FR markets compare these four instances against achieved profits, FR delivery violations, and computational scalability.","PeriodicalId":51326,"journal":{"name":"Journal of Modern Power Systems and Clean Energy","volume":"12 2","pages":"415-426"},"PeriodicalIF":6.3,"publicationDate":"2024-03-25","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"https://ieeexplore.ieee.org/stamp/stamp.jsp?tp=&arnumber=10478754","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"140291169","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":1,"RegionCategory":"工程技术","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"OA","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
引用次数: 0
Optimal Design of Hybrid Microgrid in Isolated Communities of Ecuador 厄瓜多尔偏远社区混合微电网的优化设计
IF 6.3 1区 工程技术 Q1 ENGINEERING, ELECTRICAL & ELECTRONIC Pub Date : 2024-03-25 DOI: 10.35833/MPCE.2023.000733
Luis A. Pesantes;Ruben Hidalgo-León;Johnny Rengifo;Miguel Torres;Jorge Aragundi;José Cordova-Garcia;Luis F. Ugarte
In rural territories, the communities use energy sources based on fossil fuels to supply themselves with electricity, which may address two main problems: greenhouse gas emissions and high fuel prices. Hence, there is an opportunity to include renewable resources in the energy mix. This paper develops an optimization model to determine the optimal sizing, the total annual investment cost in renewable generation, and other operating costs of the components of a hybrid microgrid. By running a k-means clustering algorithm on a meteorological dataset of the community under study, the hourly representative values become input parameters in the proposed optimization model. The method for the optimal design of hybrid microgrid is analyzed in six operating scenarios considering: (1) 24-hour continuous power supply; (2) load shedding percentage; (3) disel power generator (genset) curtailment; (4) the worst meteorological conditions; (5) the use of renewable energy sources including battery energy storage systems (BESSs); and (6) the use of genset. A mathematical programming language (AMPL) tool is used to find solutions of the proposed optimization model. Results show that the total costs of microgrid in the scenarios that cover 100% of the load demand (without considering the scenario with 100% renewables) increase by over 16% compared with the scenario with genset operation limitation. For the designs with power supply restrictions, the total cost of microgrid in the scenario with load shedding is reduced by over 27% compared with that without load shedding.
在农村地区,社区使用基于化石燃料的能源为自己供电,这可以解决两个主要问题:温室气体排放和燃料价格高昂。因此,有机会将可再生能源纳入能源组合。本文建立了一个优化模型,以确定混合微电网各组成部分的最佳规模、可再生能源发电的年度总投资成本和其他运营成本。通过在所研究社区的气象数据集上运行 k-means 聚类算法,每小时的代表值将成为所建议优化模型的输入参数。该方法在六种运行情况下分析了混合微电网的优化设计:(1) 24 小时连续供电;(2) 负载削减百分比;(3) 双发电机组削减;(4) 最恶劣气象条件;(5) 使用可再生能源,包括电池储能系统;(6) 使用发电机组。使用数学编程语言 (AMPL) 工具来寻找拟议优化模型的解决方案。结果表明,与发电机组运行受限的情况相比,在覆盖 100%负荷需求的情况下(不考虑 100%可再生能源的情况),微电网的总成本增加了 16%以上。对于有供电限制的设计,在有负荷削减的方案中,微电网的总成本比没有负荷削减的方案降低了 27% 以上。
{"title":"Optimal Design of Hybrid Microgrid in Isolated Communities of Ecuador","authors":"Luis A. Pesantes;Ruben Hidalgo-León;Johnny Rengifo;Miguel Torres;Jorge Aragundi;José Cordova-Garcia;Luis F. Ugarte","doi":"10.35833/MPCE.2023.000733","DOIUrl":"https://doi.org/10.35833/MPCE.2023.000733","url":null,"abstract":"In rural territories, the communities use energy sources based on fossil fuels to supply themselves with electricity, which may address two main problems: greenhouse gas emissions and high fuel prices. Hence, there is an opportunity to include renewable resources in the energy mix. This paper develops an optimization model to determine the optimal sizing, the total annual investment cost in renewable generation, and other operating costs of the components of a hybrid microgrid. By running a k-means clustering algorithm on a meteorological dataset of the community under study, the hourly representative values become input parameters in the proposed optimization model. The method for the optimal design of hybrid microgrid is analyzed in six operating scenarios considering: (1) 24-hour continuous power supply; (2) load shedding percentage; (3) disel power generator (genset) curtailment; (4) the worst meteorological conditions; (5) the use of renewable energy sources including battery energy storage systems (BESSs); and (6) the use of genset. A mathematical programming language (AMPL) tool is used to find solutions of the proposed optimization model. Results show that the total costs of microgrid in the scenarios that cover 100% of the load demand (without considering the scenario with 100% renewables) increase by over 16% compared with the scenario with genset operation limitation. For the designs with power supply restrictions, the total cost of microgrid in the scenario with load shedding is reduced by over 27% compared with that without load shedding.","PeriodicalId":51326,"journal":{"name":"Journal of Modern Power Systems and Clean Energy","volume":"12 2","pages":"488-499"},"PeriodicalIF":6.3,"publicationDate":"2024-03-25","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"https://ieeexplore.ieee.org/stamp/stamp.jsp?tp=&arnumber=10478755","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"140291170","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":1,"RegionCategory":"工程技术","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"OA","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
引用次数: 0
Improved Energy Management Strategy for Prosumer Buildings with Renewable Energy Sources and Battery Energy Storage Systems 利用可再生能源和电池储能系统改进消费型建筑的能源管理战略
IF 6.3 1区 工程技术 Q1 ENGINEERING, ELECTRICAL & ELECTRONIC Pub Date : 2024-03-25 DOI: 10.35833/MPCE.2023.000761
Pavitra Sharma;Krishna Kumar Saini;Hitesh Datt Mathur;Puneet Mishra
The concept of utilizing microgrids (MGs) to convert buildings into prosumers is gaining massive popularity because of its economic and environmental benefits. These pro-sumer buildings consist of renewable energy sources and usually install battery energy storage systems (BESSs) to deal with the uncertain nature of renewable energy sources. However, because of the high capital investment of BESS and the limitation of available energy, there is a need for an effective energy management strategy for prosumer buildings that maximizes the profit of building owner and increases the operating life span of BESS. In this regard, this paper proposes an improved energy management strategy (IEMS) for the prosumer building to minimize the operating cost of MG and degradation factor of BESS. Moreover, to estimate the practical operating life span of BESS, this paper utilizes a non-linear battery degradation model. In addition, a flexible load shifting (FLS) scheme is also developed and integrated into the proposed strategy to further improve its performance. The proposed strategy is tested for the real-time annual data of a grid-tied solar photovoltaic (PV) and BESS-powered AC-DC hybrid MG installed at a commercial building. Moreover, the scenario reduction technique is used to handle the uncertainty associated with generation and load demand. To validate the performance of the proposed strategy, the results of IEMS are compared with the well-established energy management strategies. The simulation results verify that the proposed strategy substantially increases the profit of the building owner and operating life span of BESS. Moreover, FLS enhances the performance of IEMS by further improving the financial profit of MG owner and the life span of BESS, thus making the operation of prosumer building more economical and efficient.
利用微电网(MGs)将建筑物转化为 "消费者"(prosumers)的概念因其经济和环境效益而受到广泛欢迎。这些专业消费者建筑由可再生能源组成,通常安装电池储能系统(BESS),以应对可再生能源的不确定性。然而,由于 BESS 的资本投资较高,且可用能源有限,因此有必要为亲民建筑制定有效的能源管理战略,以最大限度地提高建筑所有者的收益,并延长 BESS 的运行寿命。为此,本文提出了一种改进的民用建筑能源管理策略(IEMS),以最大限度地降低 MG 的运营成本和 BESS 的衰减因子。此外,为了估算 BESS 的实际运行寿命,本文采用了非线性电池衰减模型。此外,还开发了一种灵活的负载转移(FLS)方案,并将其集成到所提出的策略中,以进一步提高其性能。本文针对安装在一栋商业建筑内的并网太阳能光伏发电(PV)和 BESS 供电交直流混合发电机的实时年度数据,对所提出的策略进行了测试。此外,还使用了情景还原技术来处理与发电和负载需求相关的不确定性。为了验证所提策略的性能,将 IEMS 的结果与成熟的能源管理策略进行了比较。模拟结果证实,所提出的策略大大提高了楼宇业主的利润和 BESS 的运行寿命。此外,FLS 还增强了 IEMS 的性能,进一步提高了 MG 所有者的经济利润和 BESS 的使用寿命,从而使专业用户建筑的运营更加经济高效。
{"title":"Improved Energy Management Strategy for Prosumer Buildings with Renewable Energy Sources and Battery Energy Storage Systems","authors":"Pavitra Sharma;Krishna Kumar Saini;Hitesh Datt Mathur;Puneet Mishra","doi":"10.35833/MPCE.2023.000761","DOIUrl":"https://doi.org/10.35833/MPCE.2023.000761","url":null,"abstract":"The concept of utilizing microgrids (MGs) to convert buildings into prosumers is gaining massive popularity because of its economic and environmental benefits. These pro-sumer buildings consist of renewable energy sources and usually install battery energy storage systems (BESSs) to deal with the uncertain nature of renewable energy sources. However, because of the high capital investment of BESS and the limitation of available energy, there is a need for an effective energy management strategy for prosumer buildings that maximizes the profit of building owner and increases the operating life span of BESS. In this regard, this paper proposes an improved energy management strategy (IEMS) for the prosumer building to minimize the operating cost of MG and degradation factor of BESS. Moreover, to estimate the practical operating life span of BESS, this paper utilizes a non-linear battery degradation model. In addition, a flexible load shifting (FLS) scheme is also developed and integrated into the proposed strategy to further improve its performance. The proposed strategy is tested for the real-time annual data of a grid-tied solar photovoltaic (PV) and BESS-powered AC-DC hybrid MG installed at a commercial building. Moreover, the scenario reduction technique is used to handle the uncertainty associated with generation and load demand. To validate the performance of the proposed \u0000<sup>s</sup>\u0000trategy, the results of IEMS are compared with the well-established energy management strategies. The simulation results verify that the proposed strategy substantially increases the profit of the building owner and operating life span of BESS. Moreover, FLS enhances the performance of IEMS by further improving the financial profit of MG owner and the life span of BESS, thus making the operation of prosumer building more economical and efficient.","PeriodicalId":51326,"journal":{"name":"Journal of Modern Power Systems and Clean Energy","volume":"12 2","pages":"381-392"},"PeriodicalIF":6.3,"publicationDate":"2024-03-25","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"https://ieeexplore.ieee.org/stamp/stamp.jsp?tp=&arnumber=10478446","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"140291198","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":1,"RegionCategory":"工程技术","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"OA","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
引用次数: 0
Distributed Control of Networked Microgrid with Heterogeneous Energy Storage Units Considering Multiple Types of Time Delays 考虑多种时滞的异构储能网络微电网分布式控制
IF 5.7 1区 工程技术 Q1 ENGINEERING, ELECTRICAL & ELECTRONIC Pub Date : 2024-03-23 DOI: 10.35833/MPCE.2023.000533
Guoxiu Jing;Bonan Huang;Rui Wang;Chao Yang;Qiuye Sun
This paper focuses on the distributed control problem in a networked microgrid (NMG) with heterogeneous energy storage units (HESUs) in the environment considering multiple types of time delays, which include the state, input, and communication delays. To address this problem, a state feedback control (SFC) strategy based on nested predictor is proposed to mitigate the influence of multiple types of time delays. First, a distributed control method founded upon voltage observer is developed, which can realize proportional power distribution according to the state of charge (SOC) of the HESUs, while adjusting the average voltage of the point of common coupling (PCC) bus in the NMG to its rated value. Then, considering that there exists steady-state error resulting from the initial value of the observer and impact of time delays, an SFC strategy is proposed to further improve the robustness of the NMG against time delays. Finally, the experimental results demonstrate that the proposed distributed control method is capable of fully compensating for the state, input, and communication delay. Moreover, the NMG exhibits remarkable resistance to multiple types of time delays, which has higher reliability and robustness.
本文重点研究了在具有异构储能单元(HESUs)的联网微电网(NMG)环境中的分布式控制问题,其中考虑了多种类型的时间延迟,包括状态、输入和通信延迟。为解决这一问题,我们提出了一种基于嵌套预测器的状态反馈控制(SFC)策略,以减轻多种类型时间延迟的影响。首先,开发了一种基于电压观测器的分布式控制方法,该方法可根据 HESU 的充电状态(SOC)实现比例功率分配,同时将 NMG 中公共耦合点(PCC)总线的平均电压调整到额定值。然后,考虑到观测器初始值导致的稳态误差和时间延迟的影响,提出了一种 SFC 策略,以进一步提高 NMG 对时间延迟的鲁棒性。最后,实验结果表明,所提出的分布式控制方法能够完全补偿状态、输入和通信延迟。此外,NMG 对多种类型的时间延迟都有显著的抵抗能力,具有更高的可靠性和鲁棒性。
{"title":"Distributed Control of Networked Microgrid with Heterogeneous Energy Storage Units Considering Multiple Types of Time Delays","authors":"Guoxiu Jing;Bonan Huang;Rui Wang;Chao Yang;Qiuye Sun","doi":"10.35833/MPCE.2023.000533","DOIUrl":"https://doi.org/10.35833/MPCE.2023.000533","url":null,"abstract":"This paper focuses on the distributed control problem in a networked microgrid (NMG) with heterogeneous energy storage units (HESUs) in the environment considering multiple types of time delays, which include the state, input, and communication delays. To address this problem, a state feedback control (SFC) strategy based on nested predictor is proposed to mitigate the influence of multiple types of time delays. First, a distributed control method founded upon voltage observer is developed, which can realize proportional power distribution according to the state of charge (SOC) of the HESUs, while adjusting the average voltage of the point of common coupling (PCC) bus in the NMG to its rated value. Then, considering that there exists steady-state error resulting from the initial value of the observer and impact of time delays, an SFC strategy is proposed to further improve the robustness of the NMG against time delays. Finally, the experimental results demonstrate that the proposed distributed control method is capable of fully compensating for the state, input, and communication delay. Moreover, the NMG exhibits remarkable resistance to multiple types of time delays, which has higher reliability and robustness.","PeriodicalId":51326,"journal":{"name":"Journal of Modern Power Systems and Clean Energy","volume":"12 6","pages":"1930-1941"},"PeriodicalIF":5.7,"publicationDate":"2024-03-23","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"https://ieeexplore.ieee.org/stamp/stamp.jsp?tp=&arnumber=10538198","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"142844608","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":1,"RegionCategory":"工程技术","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"OA","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
引用次数: 0
Reliable Phase Selection Method for Transmission Systems Based on Relative Angles Between Sequence Voltages 基于序列电压之间相对角度的输电系统可靠选相方法
IF 5.7 1区 工程技术 Q1 ENGINEERING, ELECTRICAL & ELECTRONIC Pub Date : 2024-03-23 DOI: 10.35833/MPCE.2023.000616
Abdallah A. Aboelnaga;Maher A. Azzouz
Fault currents emanating from inverter-based resources (IBRs) are controlled to follow specific references to support the power grid during faults. However, these fault currents differ from the typical fault currents fed by synchronous generators, resulting in an improper operation of conventional phase selection methods (PSMs). In this paper, the relative angles between sequence voltages measured at the relay location are determined analytically in two stages: ① a short-circuit analysis is performed at the fault location to determine the relative angles between sequence voltages; and ② an analysis of the impact of transmission line on the phase difference between the sequence voltages of relay and fault is conducted for different IBR controllers. Consequently, new PSM zones based on relative angles between sequence voltages are devised to facilitate accurate PSM regardless of the fault currents, resistances, or locations of IBR. Comprehensive time-domain simulations confirm the accuracy of the proposed PSM with different fault locations, resistances, types, and currents.
逆变器资源(IBR)产生的故障电流受控于特定参考值,以便在故障期间为电网提供支持。然而,这些故障电流与同步发电机馈送的典型故障电流不同,导致传统选相方法(PSM)无法正常运行。本文分两个阶段分析确定在继电器位置测得的序列电压之间的相对角度:在故障位置进行短路分析,以确定序列电压之间的相对角度;以及 ② 针对不同的 IBR 控制器,分析输电线路对继电器和故障序列电压之间相位差的影响。因此,根据序列电压之间的相对角度设计了新的 PSM 区域,以促进精确的 PSM,而不受故障电流、电阻或 IBR 位置的影响。全面的时域模拟证实了所提出的 PSM 在不同故障位置、电阻、类型和电流下的准确性。
{"title":"Reliable Phase Selection Method for Transmission Systems Based on Relative Angles Between Sequence Voltages","authors":"Abdallah A. Aboelnaga;Maher A. Azzouz","doi":"10.35833/MPCE.2023.000616","DOIUrl":"https://doi.org/10.35833/MPCE.2023.000616","url":null,"abstract":"Fault currents emanating from inverter-based resources (IBRs) are controlled to follow specific references to support the power grid during faults. However, these fault currents differ from the typical fault currents fed by synchronous generators, resulting in an improper operation of conventional phase selection methods (PSMs). In this paper, the relative angles between sequence voltages measured at the relay location are determined analytically in two stages: ① a short-circuit analysis is performed at the fault location to determine the relative angles between sequence voltages; and ② an analysis of the impact of transmission line on the phase difference between the sequence voltages of relay and fault is conducted for different IBR controllers. Consequently, new PSM zones based on relative angles between sequence voltages are devised to facilitate accurate PSM regardless of the fault currents, resistances, or locations of IBR. Comprehensive time-domain simulations confirm the accuracy of the proposed PSM with different fault locations, resistances, types, and currents.","PeriodicalId":51326,"journal":{"name":"Journal of Modern Power Systems and Clean Energy","volume":"12 5","pages":"1431-1444"},"PeriodicalIF":5.7,"publicationDate":"2024-03-23","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"https://ieeexplore.ieee.org/stamp/stamp.jsp?tp=&arnumber=10538197","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"142324313","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":1,"RegionCategory":"工程技术","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"OA","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
引用次数: 0
Two-Level Coupling-Based Frequency Control Strategy with Adaptive Distributed Frequency Consensus and Dynamic Compensation 基于自适应分布频率一致性和动态补偿的两级耦合频率控制策略
IF 5.7 1区 工程技术 Q1 ENGINEERING, ELECTRICAL & ELECTRONIC Pub Date : 2024-03-22 DOI: 10.35833/MPCE.2023.000506
Congyue Zhang;Xiaobo Dou;Jianfeng Zhao;Qinran Hu;Xiangjun Quan
This paper highlights the inefficiency of most distributed controls in dealing with dynamic enhancement while coordinating distributed generators (DGs), leading to poor frequency dynamics. To address this concern, a two-level coupling-based frequency control strategy for microgrids is proposed in this paper. At the lower level, an adaptive dynamic compensation algorithm is designed to tackle short-term and long-term frequency fluctuations caused by the uncertainties of renewable energy resources (RESs). At the upper level, an adaptive distributed frequency consensus algorithm is developed to address frequency restoration and active power sharing. Furthermore, to account for the potential control interaction of the two designed levels, a nonlinear extended state observer (NESO) is introduced to couple their control dynamics. Simulation tests and hardware-in-the-loop (HIL) experiments confirm the improved frequency dynamics.
本文强调了大多数分布式控制在协调分布式发电机(dg)时在处理动态增强方面的低效率,导致较差的频率动态。为了解决这一问题,本文提出了一种基于两级耦合的微电网频率控制策略。在下一级,设计了一种自适应动态补偿算法,以解决由可再生能源不确定性引起的短期和长期频率波动问题。在上层,提出了一种自适应分布式频率一致性算法来解决频率恢复和有功功率共享问题。此外,为了考虑两个设计层次的潜在控制交互作用,引入了非线性扩展状态观测器(NESO)来耦合它们的控制动力学。仿真测试和半实物实验证实了改进后的频率动力学特性。
{"title":"Two-Level Coupling-Based Frequency Control Strategy with Adaptive Distributed Frequency Consensus and Dynamic Compensation","authors":"Congyue Zhang;Xiaobo Dou;Jianfeng Zhao;Qinran Hu;Xiangjun Quan","doi":"10.35833/MPCE.2023.000506","DOIUrl":"https://doi.org/10.35833/MPCE.2023.000506","url":null,"abstract":"This paper highlights the inefficiency of most distributed controls in dealing with dynamic enhancement while coordinating distributed generators (DGs), leading to poor frequency dynamics. To address this concern, a two-level coupling-based frequency control strategy for microgrids is proposed in this paper. At the lower level, an adaptive dynamic compensation algorithm is designed to tackle short-term and long-term frequency fluctuations caused by the uncertainties of renewable energy resources (RESs). At the upper level, an adaptive distributed frequency consensus algorithm is developed to address frequency restoration and active power sharing. Furthermore, to account for the potential control interaction of the two designed levels, a nonlinear extended state observer (NESO) is introduced to couple their control dynamics. Simulation tests and hardware-in-the-loop (HIL) experiments confirm the improved frequency dynamics.","PeriodicalId":51326,"journal":{"name":"Journal of Modern Power Systems and Clean Energy","volume":"12 6","pages":"1918-1929"},"PeriodicalIF":5.7,"publicationDate":"2024-03-22","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"https://ieeexplore.ieee.org/stamp/stamp.jsp?tp=&arnumber=10478315","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"142844450","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":1,"RegionCategory":"工程技术","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"OA","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
引用次数: 0
Characteristic Analysis of Power Oscillations Caused by Disharmony Among Voltage-Source-Controlled Units in Three-Terminal Local Power Grid 三端本地电网中电压源控制单元间不协调引起的功率振荡特性分析
IF 5.7 1区 工程技术 Q1 ENGINEERING, ELECTRICAL & ELECTRONIC Pub Date : 2024-03-22 DOI: 10.35833/MPCE.2023.000519
Qiyi Yu;Yi Tang
Previous studies have demonstrated that disharmony among voltage-source-controlled units (VSCUs) may occur on an alternating current (AC) transmission or distribution line under steady-state operating conditions (SSOCs) or quasi-static operating conditions (QSSOCs). As the studies on frequency disharmony have been expanded to multiple disharmonized VSCUs in the local power grid, its adverse effects on AC lines and equivalent load (EL) at the bus without active voltage control ability (non-active bus) need to be investigated further. Considering the locality of disharmony and common topological connections among VSCUs, this paper adopts a Y-type three-terminal local power grid (LPG) as the research object. The disharmony among the three VSCUs is discussed. Firstly, for the load at non-active bus, the formulas for single-phase instantaneous voltage, load current, load power, as well as average power under disharmony operating conditions (DOCs) are derived. The characteristic indicators of the above electrical quantities are defined, which can measure the amplification and reduction degrees of the above electrical quantities before and after disharmony. Secondly, for the line directly connected to VSCUs, the formulas for single-phase instantaneous line current and power and the average power under DOCs are derived. The characteristic indicators of power flow are defined, which can be used to quantify the peak amplification impact of oscillation before and after disharmony. Finally, the case study on the Y-type three-terminal LPG under the single-disharmony and the multi-disharmony switching scenarios indicates that the long-period power oscillation caused by disharmony may occur in the load flow at the non-active bus and the line flow. The oscillation causes a serious decrease in load capability and a significant amplification of the peak of line power oscillation.
以往的研究表明,在稳态运行条件(SSOCs)或准稳态运行条件(QSSOCs)下,交流输电或配电线路上可能会出现电压源控制单元(VSCUs)之间的不协调现象。随着对频率不协调的研究扩展到本地电网中的多个不协调 VSCU,需要进一步研究其对交流线路和无有功电压控制能力母线(非有功母线)上等效负载 (EL) 的不利影响。考虑到 VSCU 之间不协调的局部性和共同的拓扑连接,本文以 Y 型三端局部电网(LPG)为研究对象。本文讨论了三个 VSCU 之间的不协调问题。首先,针对非有功母线上的负载,推导出不和谐运行条件(DOCs)下的单相瞬时电压、负载电流、负载功率以及平均功率的计算公式。定义了上述电气量的特征指标,可测量不协调前后上述电气量的放大和缩小程度。其次,对于直接连接到 VSCU 的线路,推导出 DOC 条件下的单相瞬时线路电流和功率以及平均功率公式。定义了功率流的特征指标,可用于量化不协调前后振荡的峰值放大影响。最后,在单不和谐和多不和谐切换情况下对 Y 型三端 LPG 的案例研究表明,不和谐引起的长周期功率振荡可能发生在非有功母线的负荷流和线路流中。这种振荡会严重降低负载能力,并显著放大线路功率振荡的峰值。
{"title":"Characteristic Analysis of Power Oscillations Caused by Disharmony Among Voltage-Source-Controlled Units in Three-Terminal Local Power Grid","authors":"Qiyi Yu;Yi Tang","doi":"10.35833/MPCE.2023.000519","DOIUrl":"10.35833/MPCE.2023.000519","url":null,"abstract":"Previous studies have demonstrated that disharmony among voltage-source-controlled units (VSCUs) may occur on an alternating current (AC) transmission or distribution line under steady-state operating conditions (SSOCs) or quasi-static operating conditions (QSSOCs). As the studies on frequency disharmony have been expanded to multiple disharmonized VSCUs in the local power grid, its adverse effects on AC lines and equivalent load (EL) at the bus without active voltage control ability (non-active bus) need to be investigated further. Considering the locality of disharmony and common topological connections among VSCUs, this paper adopts a Y-type three-terminal local power grid (LPG) as the research object. The disharmony among the three VSCUs is discussed. Firstly, for the load at non-active bus, the formulas for single-phase instantaneous voltage, load current, load power, as well as average power under disharmony operating conditions (DOCs) are derived. The characteristic indicators of the above electrical quantities are defined, which can measure the amplification and reduction degrees of the above electrical quantities before and after disharmony. Secondly, for the line directly connected to VSCUs, the formulas for single-phase instantaneous line current and power and the average power under DOCs are derived. The characteristic indicators of power flow are defined, which can be used to quantify the peak amplification impact of oscillation before and after disharmony. Finally, the case study on the Y-type three-terminal LPG under the single-disharmony and the multi-disharmony switching scenarios indicates that the long-period power oscillation caused by disharmony may occur in the load flow at the non-active bus and the line flow. The oscillation causes a serious decrease in load capability and a significant amplification of the peak of line power oscillation.","PeriodicalId":51326,"journal":{"name":"Journal of Modern Power Systems and Clean Energy","volume":"12 4","pages":"1295-1308"},"PeriodicalIF":5.7,"publicationDate":"2024-03-22","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"https://ieeexplore.ieee.org/stamp/stamp.jsp?tp=&arnumber=10478314","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"141769431","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":1,"RegionCategory":"工程技术","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"OA","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
引用次数: 0
期刊
Journal of Modern Power Systems and Clean Energy
全部 Acc. Chem. Res. ACS Applied Bio Materials ACS Appl. Electron. Mater. ACS Appl. Energy Mater. ACS Appl. Mater. Interfaces ACS Appl. Nano Mater. ACS Appl. Polym. Mater. ACS BIOMATER-SCI ENG ACS Catal. ACS Cent. Sci. ACS Chem. Biol. ACS Chemical Health & Safety ACS Chem. Neurosci. ACS Comb. Sci. ACS Earth Space Chem. ACS Energy Lett. ACS Infect. Dis. ACS Macro Lett. ACS Mater. Lett. ACS Med. Chem. Lett. ACS Nano ACS Omega ACS Photonics ACS Sens. ACS Sustainable Chem. Eng. ACS Synth. Biol. Anal. Chem. BIOCHEMISTRY-US Bioconjugate Chem. BIOMACROMOLECULES Chem. Res. Toxicol. Chem. Rev. Chem. Mater. CRYST GROWTH DES ENERG FUEL Environ. Sci. Technol. Environ. Sci. Technol. Lett. Eur. J. Inorg. Chem. IND ENG CHEM RES Inorg. Chem. J. Agric. Food. Chem. J. Chem. Eng. Data J. Chem. Educ. J. Chem. Inf. Model. J. Chem. Theory Comput. J. Med. Chem. J. Nat. Prod. J PROTEOME RES J. Am. Chem. Soc. LANGMUIR MACROMOLECULES Mol. Pharmaceutics Nano Lett. Org. Lett. ORG PROCESS RES DEV ORGANOMETALLICS J. Org. Chem. J. Phys. Chem. J. Phys. Chem. A J. Phys. Chem. B J. Phys. Chem. C J. Phys. Chem. Lett. Analyst Anal. Methods Biomater. Sci. Catal. Sci. Technol. Chem. Commun. Chem. Soc. Rev. CHEM EDUC RES PRACT CRYSTENGCOMM Dalton Trans. Energy Environ. Sci. ENVIRON SCI-NANO ENVIRON SCI-PROC IMP ENVIRON SCI-WAT RES Faraday Discuss. Food Funct. Green Chem. Inorg. Chem. Front. Integr. Biol. J. Anal. At. Spectrom. J. Mater. Chem. A J. Mater. Chem. B J. Mater. Chem. C Lab Chip Mater. Chem. Front. Mater. Horiz. MEDCHEMCOMM Metallomics Mol. Biosyst. Mol. Syst. Des. Eng. Nanoscale Nanoscale Horiz. Nat. Prod. Rep. New J. Chem. Org. Biomol. Chem. Org. Chem. Front. PHOTOCH PHOTOBIO SCI PCCP Polym. Chem.
×
引用
GB/T 7714-2015
复制
MLA
复制
APA
复制
导出至
BibTeX EndNote RefMan NoteFirst NoteExpress
×
0
微信
客服QQ
Book学术公众号 扫码关注我们
反馈
×
意见反馈
请填写您的意见或建议
请填写您的手机或邮箱
×
提示
您的信息不完整,为了账户安全,请先补充。
现在去补充
×
提示
您因"违规操作"
具体请查看互助需知
我知道了
×
提示
现在去查看 取消
×
提示
确定
Book学术官方微信
Book学术文献互助
Book学术文献互助群
群 号:481959085
Book学术
文献互助 智能选刊 最新文献 互助须知 联系我们:info@booksci.cn
Book学术提供免费学术资源搜索服务,方便国内外学者检索中英文文献。致力于提供最便捷和优质的服务体验。
Copyright © 2023 Book学术 All rights reserved.
ghs 京公网安备 11010802042870号 京ICP备2023020795号-1