Journal of energy storage最新文献

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Parametric analysis of transient thermal and mechanical performance for a thermosiphon-concrete thermal energy storage system
IF 8.9 2区 工程技术
Journal of energy storage Pub Date : 2024-11-28 DOI: 10.1016/j.est.2024.114176
Shuoyu Wang , Clay Naito , Spencer Quiel , Julio Bravo , Muhannad Suleiman , Carlos Romero , Sudhakar Neti
{"title":"Parametric analysis of transient thermal and mechanical performance for a thermosiphon-concrete thermal energy storage system","authors":"Shuoyu Wang ,&nbsp;Clay Naito ,&nbsp;Spencer Quiel ,&nbsp;Julio Bravo ,&nbsp;Muhannad Suleiman ,&nbsp;Carlos Romero ,&nbsp;Sudhakar Neti","doi":"10.1016/j.est.2024.114176","DOIUrl":"10.1016/j.est.2024.114176","url":null,"abstract":"<div><div>An innovative thermosiphon-concrete thermal energy storage system is developed using an enhanced concrete formulation for sensible storage media and thermosiphons for heat exchangers. A finite element analysis approach is established for this cylindrically shaped thermosiphon-concrete thermal energy storage system to assess transient thermal and mechanical performance at different scales and under different operating conditions. Two modules at 10 kWh<sub>th</sub> and 150 kWh<sub>th</sub> capacities are modeled and validated against experimental data generated in previous studies by the authors. Parametric evaluation is then conducted to examine their thermo-mechanical performance with variations in charging/discharging rate, module geometry (slenderness ratio), type of concrete media, and type of heat transfer fluid. The validated simulation approach is demonstrated as an effective numerical tool to provide design guidance for the implementation of the proposed system or other similar thermal energy storage systems.</div></div>","PeriodicalId":15942,"journal":{"name":"Journal of energy storage","volume":"104 ","pages":"Article 114176"},"PeriodicalIF":8.9,"publicationDate":"2024-11-28","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"142745606","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":2,"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 fractional order control with virtual inertia provision methodology for electric vehicle batteries in modern multi-microgrid energy systems
IF 8.9 2区 工程技术
Journal of energy storage Pub Date : 2024-11-28 DOI: 10.1016/j.est.2024.114582
Wessam A. Hafez , Mokhtar Aly , Emad A. Mohamed , Nadia A. Nagem
{"title":"Improved fractional order control with virtual inertia provision methodology for electric vehicle batteries in modern multi-microgrid energy systems","authors":"Wessam A. Hafez ,&nbsp;Mokhtar Aly ,&nbsp;Emad A. Mohamed ,&nbsp;Nadia A. Nagem","doi":"10.1016/j.est.2024.114582","DOIUrl":"10.1016/j.est.2024.114582","url":null,"abstract":"<div><div>Providing inertia in modern electrical power grids has become a highly demanding task to mitigate reduced power system inertia of renewable energy sources (RES) based power grids. To mitigate the reduced inertia-related problems and consequences, this paper presents improved FOCs for achieving load frequency control (LFC) and the virtual inertia control (VIC) provision of electric vehicles (EVs) lithium-ion batteries. The proposed method includes a twofold contribution using a new hybrid FOC method and an optimum control parameter design method. An innovative hybrid controller is proposed by merging the characteristics of FOPID and TID methods with a fractional filtering stage, leading to hybrid tilt plus FOC integrator-derivative terms. From the VIC side, the TID is proposed to provide a fast response to lithium-ion batteries of the already available EVs. Furthermore, a metaheuristic-based design method is proposed to simultaneously determine the best control parameters set and to facilitate the design procedures using the recently presented powerful growth optimization algorithm (GO). The two interconnected areas case study with high-RES penetration is suggested for testing and investigating the new proposed controller. The results include performance evaluations and comparisons at various expected model uncertainties, renewable energy intermittency, and parametric variations. For instance, the proposed VIC method has a minimized ISE after 28 iterations of 0.001 compared to 0.003 with conventional VIC, and 0.004 without VIC. Thence,the proposed controller achieves more accurate frequency tracking with reduced deviations and fluctuations and exhibits greater robustness compared to previous controllers used in all case studies.</div></div>","PeriodicalId":15942,"journal":{"name":"Journal of energy storage","volume":"106 ","pages":"Article 114582"},"PeriodicalIF":8.9,"publicationDate":"2024-11-28","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"142747277","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":2,"RegionCategory":"工程技术","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
引用次数: 0
Correlation analysis and feature extraction using impedance spectroscopy over aging of lithium ion batteries 利用阻抗光谱对锂离子电池老化过程进行相关性分析和特征提取
IF 8.9 2区 工程技术
Journal of energy storage Pub Date : 2024-11-28 DOI: 10.1016/j.est.2024.114715
Sebastian Pohlmann , Ali Mashayekh , Johannes Buberger , Julian Estaller , Andreas Wiedenmann , Manuel Kuder , Antje Neve , Thomas Weyh
{"title":"Correlation analysis and feature extraction using impedance spectroscopy over aging of lithium ion batteries","authors":"Sebastian Pohlmann ,&nbsp;Ali Mashayekh ,&nbsp;Johannes Buberger ,&nbsp;Julian Estaller ,&nbsp;Andreas Wiedenmann ,&nbsp;Manuel Kuder ,&nbsp;Antje Neve ,&nbsp;Thomas Weyh","doi":"10.1016/j.est.2024.114715","DOIUrl":"10.1016/j.est.2024.114715","url":null,"abstract":"<div><div>To optimize the operation of batteries and to accelerate the transition to a renewable energy supply and sustainable transportation, it is crucial to determine the condition of Lithium-Ion Batteries at all time. A non-invasive tool for determining the State-of-Health of a battery cell is the electrochemical impedance spectroscopy, in which the impedance is calculated as a function of the excitation frequency. This paper presents a detailed correlation analysis between impedance and State-of-Health and, therefore, the dependency between capacity and impedance over the life cycle of a battery. After extensive testing series with 48 cells resulting in 25,344 impedance spectra, the highest correlations between the impedance and the State-of-Health could be obtained at a State-of-Charge of 10%. Further, features are extracted from the impedance based on their correlation to estimate the State-of-Health. To validate the results of the correlation analysis, a support vector regression and a multi-layer perceptron are trained and tested resulting in a mean absolute error of 0.86% and 0.84%. The estimation results confirm the correlation analysis and further substantiate the need for an appropriate feature extraction method.</div></div>","PeriodicalId":15942,"journal":{"name":"Journal of energy storage","volume":"105 ","pages":""},"PeriodicalIF":8.9,"publicationDate":"2024-11-28","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"142723526","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":2,"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
Theoretical study on electrochemical and thermal behavior of GNP incorporated anode materials for lithium-ion batteries 锂离子电池 GNP 负极材料的电化学和热行为理论研究
IF 8.9 2区 工程技术
Journal of energy storage Pub Date : 2024-11-28 DOI: 10.1016/j.est.2024.114587
Geetha N. , D. Kavitha , Duraisamy Kumaresan , E. Venkata Ramana
{"title":"Theoretical study on electrochemical and thermal behavior of GNP incorporated anode materials for lithium-ion batteries","authors":"Geetha N. ,&nbsp;D. Kavitha ,&nbsp;Duraisamy Kumaresan ,&nbsp;E. Venkata Ramana","doi":"10.1016/j.est.2024.114587","DOIUrl":"10.1016/j.est.2024.114587","url":null,"abstract":"<div><div>In this paper, a theoretical investigation of the electrical and thermal performance of lithium-ion batteries employing an unexplored graphene nanoplatelets (GNP) incorporated lithium titanate (LTO-GNP) anode and lithium manganese oxide cathode is demonstrated by using the COMSOL Multiphysics modeling and simulation. The GNP proportions in the LTO active material matrix are varied from 0 to 3 wt%, to assess the improvements in cell potential, state of charge (SOC), variation in internal temperature, discharging capacity, and battery power density across four selected electrodes. The simulation results have indicated the positive effects of increasing the anode’s GNP concentration on the battery performance, alongside temperature-dependent open-circuit voltage (OCV) and SOC outputs of the battery. The analysis of the effects of thermal conductivity on heat accumulation and dissipation within the battery has indicated that the anode with 3 wt% of GNP consistently performed superior to the other electrodes by providing uniform temperature distribution and enhanced electrical performance by promoting better discharge capacity and power density. The LTO anode with 3 wt% GNP has shown 0.2V more cell potential and also has 12.5% improved thermal conductivity when compared to LTO anode without GNP, contributing to better heat distribution inside the battery. The simulation also emphasized the importance of optimal GNP loading in the Li-ion battery anode to attain more uniform temperature distribution with improved battery health and efficiency.</div></div>","PeriodicalId":15942,"journal":{"name":"Journal of energy storage","volume":"105 ","pages":""},"PeriodicalIF":8.9,"publicationDate":"2024-11-28","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"142723682","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":2,"RegionCategory":"工程技术","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
引用次数: 0
Fabrication of high-performance asymmetric supercapacitor device based on CuS with marigold flower like framework
IF 8.9 2区 工程技术
Journal of energy storage Pub Date : 2024-11-28 DOI: 10.1016/j.est.2024.114719
Kajal Samdhyan , Prakash Chand , Hardeep Anand
{"title":"Fabrication of high-performance asymmetric supercapacitor device based on CuS with marigold flower like framework","authors":"Kajal Samdhyan ,&nbsp;Prakash Chand ,&nbsp;Hardeep Anand","doi":"10.1016/j.est.2024.114719","DOIUrl":"10.1016/j.est.2024.114719","url":null,"abstract":"<div><div>A solvent regulated approach was utilized for creating copper sulfide of distinct morphologies and employed as an electrode in three and two electrode configurations. X-ray diffraction, FESEM and TEM revealed the crystalline structure and marigold flower like morphology of copper sulfide in ethylene glycol. The marigold flower like CuS outperforms in terms of electrochemical performance, with an excellent capacitance of 631.2 F/g at 1 A/g of current density. Furthermore, a supercapacitor device has been constructed with a potential window of 1.4 V, exhibited 301.23 F/g of capacitance at 10 A/g. This device displays a desired 82 Wh/kg of energy density when the power density is 2.9 kW/kg. The device maintained cyclic stability of 82 % during 2500 GCD cycles at 20 A/g. Two devices connected in series light up different colours of LEDs. These favourable electrochemical results strongly suggest that the marigold flower-like CuS electrode has excellent potential for use in energy storage applications.</div></div>","PeriodicalId":15942,"journal":{"name":"Journal of energy storage","volume":"106 ","pages":"Article 114719"},"PeriodicalIF":8.9,"publicationDate":"2024-11-28","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"142747275","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":2,"RegionCategory":"工程技术","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
引用次数: 0
Advances in solid-state batteries fabrication strategies for their manufacture
IF 8.9 2区 工程技术
Journal of energy storage Pub Date : 2024-11-28 DOI: 10.1016/j.est.2024.114737
Tarekegn Heliso Dolla, Samuel Oluwakayode Ajayi, Ludwe Luther Sikeyi, Mkhulu Kenneth Mathe, Nithyadharseni Palaniyandy
{"title":"Advances in solid-state batteries fabrication strategies for their manufacture","authors":"Tarekegn Heliso Dolla,&nbsp;Samuel Oluwakayode Ajayi,&nbsp;Ludwe Luther Sikeyi,&nbsp;Mkhulu Kenneth Mathe,&nbsp;Nithyadharseni Palaniyandy","doi":"10.1016/j.est.2024.114737","DOIUrl":"10.1016/j.est.2024.114737","url":null,"abstract":"<div><div>Solid-state batteries (SSBs) are regarded as safer and potentially more energy-dense alternatives to conventional liquid electrolyte-based batteries. However, their current estimated cost exceeds $100/kWh due to the high material processing costs and low-throughput manufacturing methods. Furthermore, SSBs that operate efficiently at room temperature with high energy and power density have yet to be demonstrated, primarily due to internal challenges such as low ionic conductivity at the electrode-solid-state electrolyte (SSE) interfaces. Conventional SSB designs must address issues including the volume changes in active materials, the mechanical properties of the components, and the overall sustainability of the fabricated device. There is a critical need to enhance surface contact at the interfaces, match grain boundary levels across materials, and achieve high ion transport at room temperature in all-solid-state batteries (ASSBs). As the demand for scalable, high-throughput, reliable, and cost-effective fabrication processes grows, research is increasingly focused on developing such methods. This review examines recent advances in promising fabrication technologies, including 3D printing (3DP), plasma technology, and atomic layer deposition (ALD), with an emphasis on improving the electrode-electrolyte interface for high-performance SSBs. Additionally, the challenges associated with these fabrication techniques and potential future developments are discussed.</div></div>","PeriodicalId":15942,"journal":{"name":"Journal of energy storage","volume":"106 ","pages":"Article 114737"},"PeriodicalIF":8.9,"publicationDate":"2024-11-28","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"142747280","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":2,"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
Power management and control of a DC microgrid with hybrid energy storage systems using hybrid ANN-based model predictive control 使用基于混合 ANN 的模型预测控制对带有混合储能系统的直流微电网进行电源管理和控制
IF 8.9 2区 工程技术
Journal of energy storage Pub Date : 2024-11-28 DOI: 10.1016/j.est.2024.114726
Suchismita Patel, Arnab Ghosh, Pravat Kumar Ray
{"title":"Power management and control of a DC microgrid with hybrid energy storage systems using hybrid ANN-based model predictive control","authors":"Suchismita Patel,&nbsp;Arnab Ghosh,&nbsp;Pravat Kumar Ray","doi":"10.1016/j.est.2024.114726","DOIUrl":"10.1016/j.est.2024.114726","url":null,"abstract":"<div><div>This work proposes a novel power management strategy (PMS) by using hybrid artificial neural networks (ANNs) based model predictive control (MPC) for DC microgrids (DCMG) with hybrid energy storage systems (HESS). The study has taken into account a DCMG that includes a Photovoltaic (PV) system, a wind energy system (WES), HESS consisting of a battery and supercapacitor (SC), and load. The proposed control technique is employed to enhance power-sharing between batteries and SC, alleviate demand-generation discrepancies, maintain state-of-charge (SoC) under boundaries, and regulate DC bus voltage. The suggested approach leads to enhanced battery longevity as a consequence of redirecting unutilized battery currents, including high-frequency elements, toward the supercapacitor. Moreover, the effectiveness of the proposed strategy is assessed by comparing it with the conventional control strategies in terms of dynamic and transient performance. Computational and real-time investigations are conducted to evaluate the efficacy of the proposed PMS across various case studies.</div></div>","PeriodicalId":15942,"journal":{"name":"Journal of energy storage","volume":"105 ","pages":"Article 114726"},"PeriodicalIF":8.9,"publicationDate":"2024-11-28","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"142723675","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":2,"RegionCategory":"工程技术","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
引用次数: 0
Enhanced electrochemical energy storage of binder-free ternary copper manganese selenide nanocomposite electrodes via polydopamine coating for quasi-solid-state hybrid supercapacitors 通过聚多巴胺涂层增强无粘结剂三元硒化铜锰纳米复合电极的电化学储能,用于准固态混合超级电容器
IF 8.9 2区 工程技术
Journal of energy storage Pub Date : 2024-11-28 DOI: 10.1016/j.est.2024.114801
Mandar Vasant Paranjape, Edugulla Girija Shankar, Manchi Punnarao, Jae Su Yu
{"title":"Enhanced electrochemical energy storage of binder-free ternary copper manganese selenide nanocomposite electrodes via polydopamine coating for quasi-solid-state hybrid supercapacitors","authors":"Mandar Vasant Paranjape,&nbsp;Edugulla Girija Shankar,&nbsp;Manchi Punnarao,&nbsp;Jae Su Yu","doi":"10.1016/j.est.2024.114801","DOIUrl":"10.1016/j.est.2024.114801","url":null,"abstract":"<div><div>Owing to promising reliability, high energy storage capability, good stability, etc., nanostructured bimetallic selenides have attracted widespread interest in establishing supercapacitor devices with auspicious electrochemical properties. Focusing on this, herein, we proposed a novel polydopamine (PDA)-coated nanostructured copper manganese selenide (CuMn<sub>2</sub>Se<sub>4</sub>) on nickel foam via a hydrothermal method. The chemical composition of the cathode electrode was modified according to the chemical formula of Cu<sub>x</sub>Mn<sub>2-x</sub>Se<sub>4</sub> (x = 0, 0.5, and 1) (CMS), and its effect on electrochemical properties as well as on surface morphology was investigated. The optimized CMS electrode exhibited an evenly spread petal-like lawn structure, offering rapid electron/ion kinetics, which results in improved capacitive properties. Furthermore, PDA as a redox-active neurotransmitter was evenly coated on the optimized CMS (i.e., PDA@CMS) to increase electron availability, thus enhancing energy storage capacity. The PDA@CMS electrode showed a superior specific capacitance of 3140 F g<sup>−1</sup> at 3 A g<sup>−1</sup> of current density. The quasi-solid-state hybrid supercapacitor was fabricated using PDA@CMS as a positive electrode and radish-derived carbon as a negative electrode with gel-type electrolyte, which delivered the power and energy densities of 7750 W kg<sup>−1</sup> and 21.85 Wh kg<sup>−1</sup>, respectively with superior cycling stability (96.5 % capacitance retention over 10,000 cycles).</div></div>","PeriodicalId":15942,"journal":{"name":"Journal of energy storage","volume":"105 ","pages":""},"PeriodicalIF":8.9,"publicationDate":"2024-11-28","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"142723683","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":2,"RegionCategory":"工程技术","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
引用次数: 0
Flexible micro-supercapacitors from laser-induced graphene and gel polymer electrolytes 激光诱导石墨烯和凝胶聚合物电解质制成的柔性微型超级电容器
IF 8.9 2区 工程技术
Journal of energy storage Pub Date : 2024-11-27 DOI: 10.1016/j.est.2024.114797
Zhitong Xu , Ming Liu , Yulin Zhang , Fuqian Yang
{"title":"Flexible micro-supercapacitors from laser-induced graphene and gel polymer electrolytes","authors":"Zhitong Xu ,&nbsp;Ming Liu ,&nbsp;Yulin Zhang ,&nbsp;Fuqian Yang","doi":"10.1016/j.est.2024.114797","DOIUrl":"10.1016/j.est.2024.114797","url":null,"abstract":"<div><div>The rapid progress in the development and implementation of smart electronics and flexible devices has stimulated the need to produce energy storage units of high efficiency at low cost. In this work, we use laser-induced graphene to construct in-plane micro-supercapacitors (μ-SCs) and delve into the effects of inter-finger spacing, finger width, deformation state, and temperature on the electrochemical performance of the μ-SCs with five different gel polymer electrolytes made from H<sub>2</sub>SO<sub>4</sub>, H<sub>3</sub>PO<sub>4</sub>, KOH, NaOH, and NaCl, respectively. The μ-SCs with the electrolyte from the PVA/H<sub>2</sub>SO<sub>4</sub> gel polymer exhibit the best performance under bending and torsion. Increasing temperature causes a slight increase of the specific areal capacitance. Increasing the inter-finger spacing reduces the specific areal capacitance, and the finger width has a limited effect on the specific areal capacitance. The capacitance retention of the μ-SCs with the electrolyte from the PVA/H<sub>2</sub>SO<sub>4</sub> gel polymer is 94.24 % of the initial capacitance after 10,000 electrochemical cycles at a scan rate of 0.1 V/s. The specific areal capacitance of integrated μ-SCs constructed from individual μ-SCs with the PVA/H<sub>2</sub>SO<sub>4</sub> gel polymer is inversely proportional to the number of μ-SCs for the series connection and proportional to the number of μ-SCs for the parallel connection. This study provides a feasible method to produce flexible μ-SCs of high efficiency at low cost.</div></div>","PeriodicalId":15942,"journal":{"name":"Journal of energy storage","volume":"105 ","pages":"Article 114797"},"PeriodicalIF":8.9,"publicationDate":"2024-11-27","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"142723687","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":2,"RegionCategory":"工程技术","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
引用次数: 0
Distributionally robust optimal configuration of battery energy storage system considering nodal RoCoF security constraints 考虑节点 RoCoF 安全约束的电池储能系统分布式稳健优化配置
IF 8.9 2区 工程技术
Journal of energy storage Pub Date : 2024-11-27 DOI: 10.1016/j.est.2024.114707
Danyang Xu, Zhigang Wu, Lin Guan
{"title":"Distributionally robust optimal configuration of battery energy storage system considering nodal RoCoF security constraints","authors":"Danyang Xu,&nbsp;Zhigang Wu,&nbsp;Lin Guan","doi":"10.1016/j.est.2024.114707","DOIUrl":"10.1016/j.est.2024.114707","url":null,"abstract":"<div><div>The large-scale integration of renewable energy source (RES) exacerbates net load fluctuations, reduces system inertia, limits frequency response capabilities, and leads to uneven spatial distribution of inertia resources. To ensure the economic and safe operation of the system, we propose a distributionally robust optimal configuration scheme of battery energy storage system (BESS) considering nodal RoCoF security constraints to address these issues. First, we describe and model the dynamic frequency response characteristics after disturbances, derive the expressions for the system frequency nadir and maximum nodal RoCoF (MN-RoCoF). Second, we address net load uncertainty using the distributionally robust chance constrained (DRCC) approach and incorporate frequency security constraints into the BESS configuration optimization model, embedding the short-term system operation model into the long-term BESS planning. Then, to tackle the highly nonlinear MN-RoCoF constraint, we propose a divide and conquer-based support vector machine (D&amp;C-SVM), to extract the linear relationship between the BESS virtual inertia constant and MN-RoCoF, reformulating the proposed scheme into a mixed-integer second-order cone programming (MISOCP). Finally, we conducted case studies on the IEEE 39-bus and 118-bus test systems. The results verify that the proposed configuration scheme can ensure that the RoCoF at all nodes remains below 1 Hz/s under the preset disturbances. The proposed D&amp;C-SVM demonstrate 99 % accuracy in managing the nonlinear MN-RoCoF constraint. Moreover, the uncertainty in net load is well managed, with all chance constraints satisfied with a confidence level of over 95 %.</div></div>","PeriodicalId":15942,"journal":{"name":"Journal of energy storage","volume":"104 ","pages":"Article 114707"},"PeriodicalIF":8.9,"publicationDate":"2024-11-27","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"142721334","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":2,"RegionCategory":"工程技术","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
引用次数: 0
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