Article
Nanoscience & Nanotechnology
Leqiu He, Yan Wang, Yajie Guo, Guobing Li, Xubin Zhang, Wangfeng Cai
Summary: In this study, a core-shell nanostructure electrode consisting of NiSe nanorods and Ni(OH)(2) nanosheets was successfully fabricated using a one-step hydrothermal process and electrodeposition. The material showed excellent energy and power densities, indicating its great potential as a battery-type electrode in energy storage systems.
Article
Energy & Fuels
Vinayak G. Parale, Taehee Kim, Amar M. Patil, Varsha D. Phadtare, Haryeong Choi, Rushikesh P. Dhavale, Younghun Kim, Seong Chan Jun, Hyung-Ho Park
Summary: The study proposed a NiCo2S4@MnOx electrode with high specific capacitance and cycling stability, exhibiting excellent electrochemical properties.
INTERNATIONAL JOURNAL OF ENERGY RESEARCH
(2022)
Article
Energy & Fuels
Shrabani De, Chandan Kumar Maity, Sourav Acharya, Sumanta Sahoo, Jae-Jin Shim, G. C. Nayak
Summary: A three-dimensional MXene-based nanocomposite material with excellent electrochemical performance and cyclic life has been successfully synthesized, which can be used for the design of supercapacitor devices.
JOURNAL OF ENERGY STORAGE
(2022)
Article
Chemistry, Physical
Sangeeta Adhikari, Gi-Hyeok Noh, Do-Heyoung Kim
Summary: Core-shell designed electrode architectures with favorable material components, specifically FeCo2O4@Ni(OH)2, were successfully grown on a Ni-foam substrate. These core-shell arrays exhibited improved electrochemical performance, with a high specific capacitance of 1944 F g-1 and better performance than individual FeCo2O4 and Ni(OH)2. The improved performance was attributed to the synergistic effects of the core-shell array architectures and enhanced electrical conductivity through electroactive sites.
APPLIED SURFACE SCIENCE
(2023)
Article
Nanoscience & Nanotechnology
Zhao Zhuang, Wenjiao Wang, Yudi Wei, Tingxi Li, Mingliang Ma, Yong Ma
Summary: A hierarchical PANI/MnO2 core/shell nanostructure was successfully constructed through in situ polymerization, effectively increasing active surface areas and decreasing ion transmission distance. The nanostructure exhibited better electrochemical activity and higher capacitance performance compared to pure PANI nanorods and pure MnO2.
ADVANCED COMPOSITES AND HYBRID MATERIALS
(2021)
Article
Materials Science, Ceramics
S. V. Prabhakar Vattikuti, Kamakshaiah Charyulu Devarayapalli, Nam Nguyen Dang, Jaesool Shim
Summary: The novel Na2Ti3O7/single-walled carbon nanotubes NT/CNT nanostructure exhibits high capacitance and cycling stability, making it a promising electrode material for electroactive energy storage devices.
CERAMICS INTERNATIONAL
(2021)
Article
Materials Science, Ceramics
Tong Wu, Li'na Xu, Haibin Sun, Yuqing Bao, Haiyue Yu, Xue Guo, Qiangqiang Hu, Jiao Li
Summary: This study focuses on improving the charge transfer capability and cycle stability of transition metal oxides/hydroxides by constructing nanoarrays on conducting collectors. By assembling Ni(OH)(2)@CuO-CCs as positive electrodes and Fe2O3@CuO-CCs as negative electrodes in an ASC device, it achieves high specific capacities and energy density with excellent capacitance maintenance after cycles.
CERAMICS INTERNATIONAL
(2021)
Article
Biochemistry & Molecular Biology
Peizhi Fan, Jie Wang, Wenfei Ding, Lan Xu
Summary: The combination of multiple electrode materials and their reasonable structural design can lead to the preparation of composite electrodes with excellent performance. This study focuses on the hydrothermal growth of five transition metal sulfides on the surfaces of carbon nanofibers grown with Ni(OH)(2) and NiO (CHO) prepared by electrospinning, hydrothermal growth, and low-temperature carbonization. The CHO/NiS composite electrode exhibits optimal electrochemical properties, with a specific capacitance of up to 1717 F g(-1) (1 A g(-1)). The asymmetric supercapacitor assembled with CHO/NiS-3h as the positive electrode demonstrates the potential application of multistage core-shell composite materials in high-performance supercapacitors.
Article
Chemistry, Physical
Om Priya Nanda, Sushmitha Veeralingam, Sushmee Badhulika
Summary: This study reports a supercapacitor using ZnSnO3@In2O3 core-shell microfibers, which exhibits excellent electrochemical performance with high specific capacitance and specific energy. The supercapacitor also shows good capacitance retention and coulombic efficiency retention during cycling.
JOURNAL OF ALLOYS AND COMPOUNDS
(2023)
Article
Chemistry, Physical
Beirong Ye, Shuhao Xiao, Xianjun Cao, Junsong Chen, Aijun Zhou, Qiang Zhao, Wen Huang, Jinshu Wang
Summary: Interface engineering of core/shell structured NiTe@NiCoSe2 composite for supercapacitors enhances energy storage capability, with high-efficient synergistic effects among multicomponents and excellent stability with 96.6% capacitance retention after 10000 cycles.
JOURNAL OF POWER SOURCES
(2021)
Article
Chemistry, Physical
Chuanzheng Hu, Junhui Xu, Zhen Lu, Chunhua Cao, Yazhen Wang
Summary: Core-shell structured ZIF-7@ZIF-67 has been synthesized, showing promising capacitance performance and cyclic stability, making it a potential candidate for energy storage devices.
INTERNATIONAL JOURNAL OF HYDROGEN ENERGY
(2021)
Article
Energy & Fuels
Xiaobo Chen, Wei Wang, Xin Pan, Chengqun Qiu
Summary: The hierarchical core-shell nanowire arrays of MnCo2O4@CuCo2O4/CC composite material exhibit excellent performance at 1 A g(-1) and can be used for the preparation of flexible all-solid-state asymmetric supercapacitors, showing good cycling stability and flexibility.
JOURNAL OF ENERGY STORAGE
(2021)
Article
Materials Science, Multidisciplinary
Junfeng Pan, Ming Gong, Wenhao Cui, Guoxu Zheng, Mingxin Song
Summary: In this study, metal-organic frameworks were used as precursors to prepare Zn/Co oxide with a porous dodecahedral core-shell structure. The resulting material exhibited excellent electrochemical performance as an anode for lithium-ion batteries, which can be attributed to its unique porous hollow structure, optimized heterojunction electrode interface, and synergistic effect of ZnO and Co3O4.
Article
Chemistry, Analytical
Lin Tong, Chunxia Wu, Junxian Hou, Xiaoliang Zhang, Jiayuan Yan, Zehu Wang, Yanming Wang, Jingbo Mu, Zhixiao Zhang, Hongwei Che
Summary: This study successfully synthesized Fe3O4@PPy@MnO2 nanocomposites with porous core and double-shell layers, and utilized them as supercapacitor electrode materials. The prepared composite electrode material showed high specific capacitance and excellent cycling stability, demonstrating great potential for high-performance supercapacitors.
JOURNAL OF ELECTROANALYTICAL CHEMISTRY
(2022)
Article
Chemistry, Physical
Lin Ma, Chenxia Kang, Likang Fu, Shiyue Cao, Huijuan Zhu, Qiming Liu
Summary: A core-shell nanoflower composite consisting of high conductivity Ni1.5Sn alloy and Ni(OH)2 nanosheets was successfully synthesized, which improved the conductivity and specific surface area of the sample. The resulting sample exhibited outstanding specific capacitance and capacitance retention rate in supercapacitors, and demonstrated high energy density and superior cycling stability in experiments, suggesting its potential for practical applications.
JOURNAL OF COLLOID AND INTERFACE SCIENCE
(2022)
Article
Agriculture, Multidisciplinary
Wenhao Li, Huitong Zhou, Hua Gong, Kaiwen Zhang, Shaobin Li, Xiu Liu, Jiqing Wang, Yuzhu Luo, Jon G. H. Hickford
Summary: This study identified the ovine KRTAP27-1 gene using PCR-SSCP analysis and found four sequence variants, including two non-synonymous SNPs in the coding region. The study also discovered that sheep with genotypes AB and BB had longer fibers and higher wool weight compared to sheep with genotype AA.
NEW ZEALAND JOURNAL OF AGRICULTURAL RESEARCH
(2023)
Article
Genetics & Heredity
Xinmiao Wu, Yuanhua Gu, Shiqiang Li, Shiwei Guo, Jiqing Wang, Yuzhu Luo, Jiang Hu, Xiu Liu, Shaobin Li, Zhiyun Hao, Mingna Li, Bingang Shi
Summary: In this study, the expression profiles of lncRNAs in cashmere goat skin tissue were analyzed using RNA sequencing. The differentially expressed lncRNAs were found to be associated with cashmere fiber traits such as fiber follicle development, fiber diameter, and fiber color through their target genes involved in related signaling pathways.
Article
Genetics & Heredity
Liyan Hu, Jiqing Wang, Yuzhu Luo, Xiu Liu, Shaobin Li, Zhiyun Hao, Fangfang Zhao, Mingna Li, Bingang Shi, Yuanhua Gu
Summary: In this study, the expression profiles of circRNAs in the skin tissue of Liaoning cashmere (LC) goats and Ziwuling black (ZB) goats were compared. A total of 261 circRNAs were differentially expressed between the two breeds, and their parent genes were mainly enriched in Gene Ontology terms and pathways related to cashmere fiber traits. Furthermore, a circRNA-miRNA network was constructed, revealing the involvement of miRNAs related to fiber traits. This study provides insights into the regulatory roles of circRNAs in cashmere fiber traits and the impact of differential splicing on phenotypic expression.
Article
Endocrinology & Metabolism
Yu Ni, Yuqin Chen, Xuheng Jiang, Tao Pu, Ling Zhang, Shaobin Li, Linhong Hu, Bing Bai, Tingting Hu, Limei Yu, Yibin Yang
Summary: This study aims to investigate the effects of transplantation of human amniotic mesenchymal stem cells (hAMSCs) on renal microangiopathy in a type 1 diabetic kidney disease (DKD) rat model. The results showed that hAMSCs transplantation increased the expression of angiogenesis-regulating factors (ARFs) and decreased blood glucose levels, thereby alleviating kidney injury.
DIABETES METABOLIC SYNDROME AND OBESITY
(2023)
Article
Agriculture, Dairy & Animal Science
Zhaohua He, Long Cheng, Shaobin Li, Qiaoling Liu, Xue Liang, Jiang Hu, Jiqing Wang, Xiu Liu, Fangfang Zhao
Summary: Identification of new alternatives to antibiotics is valuable in ruminant farming. The addition of inulin and Chinese gallotannin to sheep's diet can reduce saturated fatty acids in mutton and increase unsaturated fatty acids. These supplements also improve energy and lipid metabolism, enhancing mutton quality and production performance in Hu sheep.
Article
Agriculture, Dairy & Animal Science
Xiangyan Wang, Bingang Shi, Zhi Zuo, Youpeng Qi, Shijie Zhao, Xueping Zhang, Lijuan Lan, Yu Shi, Xiu Liu, Shaobin Li, Jiqing Wang, Jiang Hu
Summary: This study explored the effect of supplementation with straw feed on the growth performance and ruminal microbiota of yaks. The results showed that straw feed increased the abundance of cellulose-degrading bacteria, leading to the production of more volatile fatty acids, which were absorbed by yaks and increased their daily weight gain. This study provides new insights into the effects of straw pellet supplementation on the ruminal microbiota and growth performance of yaks.
Review
Engineering, Biomedical
Shaobing Li, Wei Sun, Min Ouyang, Bo Yu, Yan Chen, Yupeng Wang, Dongfang Zhou
Summary: This article summarizes the applications of hemoglobin and its related biomaterials in medical treatment, including the clinical progress of Hemoglobin-based oxygen carriers as blood substitutes, and their applications in tumor therapy, wound healing, and anti-inflammatory therapy. With the rapid development of science and technology, more versatile hemoglobin-related biomaterials will be designed for other applications in the future.
ADVANCED NANOBIOMED RESEARCH
(2023)
Article
Genetics & Heredity
Jiyuan Shen, Yuzhu Luo, Jiqing Wang, Jiang Hu, Xiu Liu, Shaobin Li, Zhiyun Hao, Mingna Li, Zhidong Zhao, Yuting Zhang, Shutong Yang, Longbin Wang, Yuanhua Gu
Summary: This study compared the expression profiles of lncRNAs in Longissimus dorsi muscle from Liaoning cashmere (LC) goats and Ziwuling black (ZB) goats using RNA-sequencing. The differentially expressed lncRNAs were found to be closely associated with muscle development, fat deposition, and meat quality. The findings provide insights into the regulatory mechanisms of lncRNAs in caprine meat yield and meat quality.
FUNCTIONAL & INTEGRATIVE GENOMICS
(2023)
Article
Genetics & Heredity
Zhiyun Hao, Xiayang Jin, Jiqing Wang, Yuzhu Luo, Jiang Hu, Xiu Liu, Shaobin Li, Fangfang Zhao, Mingna Li
Summary: The differentiation of preadipocytes is crucial for lipogenesis, and understanding the molecular mechanisms of lipogenesis can improve meat quality and commercial income. This study used RNA-seq technology to analyze gene expression profiles at different stages of preadipocyte differentiation in sheep. The study identified a set of differentially expressed genes (DEGs) and found that they were enriched in several biological processes. A regulatory network of DEGs related to preadipocyte differentiation in sheep was constructed, revealing potential key genes involved in this process. This study provides a deeper understanding of the roles of genes in sheep lipogenesis.
FUNCTIONAL & INTEGRATIVE GENOMICS
(2023)
Article
Chemistry, Physical
Lin Ma, Borong Lu, Shaobin Li, Jingwei Liang, Li Zhang, Minjie Liang, Mingrui Pang
Summary: Two novel 2D POMOF crystalline materials were synthesized and the relationship between their structure and catalytic performance was investigated. Compound 1 exhibited better electrochemical performance, with a specific capacitance of 407.7 F g-1 at 3 A g-1 and 89.5% cycling stability after 1000 cycles at a current density of 10 A g-1.
JOURNAL OF MOLECULAR STRUCTURE
(2023)
Article
Chemistry, Analytical
Li Zhang, Chao Li, Yue Chen, Shaobin Li, Fengbo Li, Xuefeng Wu, Tao Gui, Zhen Cao, Yingji Wang
Summary: A new electrochemical sensing material based on MIL-101(Cr) molecular cage anchored on 2D-Ti3C2TX-MXene nanosheets was prepared using the in situ growth molecular engineering strategy. The material was characterized and its electrochemical sensing performance was studied. The modified electrode showed a linear detection range for xanthine, high selectivity, and stability, making it practical for serum analysis with good recovery and low relative standard deviation.
Article
Chemistry, Physical
Xinming Wang, Gang Li, Chenglong Wang, Shuang Rong, Haijun Pang, Huiyuan Ma, Yu Tian, Shaobin Li, Keqing Gao
Summary: Co9S8@WS2 nanosheets are designed and prepared as electrocatalysts for electrochemical N2 reduction reaction (NRR) to produce NH3 at ambient conditions, showing high NRR activity and excellent ammonia synthesis performance.
MATERIALS TODAY ENERGY
(2023)
Article
Chemistry, Physical
Jingwei Liang, Shaobin Li, Fengbo Li, Li Zhang, Yufeng Jiang, Huiyuan Ma, Kun Cheng, Liang Qing
Summary: A molybdenum-regulated self-supporting electrode material with rich vacancy defects has been successfully synthesized and shows exceptional catalytic activities and stability for electrocatalytic overall water splitting. This study provides a new perspective for the design and synthesis of non-precious metal bifunctional electrocatalysts.
JOURNAL OF COLLOID AND INTERFACE SCIENCE
(2024)
Article
Chemistry, Multidisciplinary
Xin Huang, Wanli Sha, Songchun He, Lijie Zhao, Shaobin Li, Chunmei Lv, Chunhua Lou, Xintong Xu, Jianxin Wang, Hong Pan
Summary: In this study, a vertically aligned porous carbon decorated with transition metal sulfides was introduced as a multifunctional spacer in lithium-sulfur batteries. This spacer effectively solves the problems of capacity decay and poor cycle life. The experimental results confirm the benefits of this spacer, including low energy barrier for sulfur conversion and fast ion transportation, resulting in high initial capacity and long cycle life of the batteries.
Article
Chemistry, Inorganic & Nuclear
Li Zhang, Jingyu Sun, Fengbo Li, Zhen Cao, Jiaxin Lang, Shaobin Li
Summary: Nonmetallic doping and in situ growth techniques are effective strategies to enhance the electrochemical performance of electrode materials. Bifunctional electrode materials for supercapacitors and the hydrogen evolution reaction have great potential in green energy storage and conversion. A poplar flower-like composite of bimetallic MnCo LDH anchored on a sulfur-doped MnCo-MOF-74 surface is fabricated for supercapacitors and the hydrogen evolution reaction in alkaline media. It exhibits favorable specific capacitance and steady long-term cycling performance.
DALTON TRANSACTIONS
(2023)
Article
Energy & Fuels
M. Ahmadifar, K. Benfriha, M. Shirinbayan, A. Aoussat, J. Fitoussi
Summary: This study investigates the impact of innovative polymer-metal interface treatment on the reliability and robustness of hydrogen storage technology. A scaled-down demonstrator was fabricated using rotomolding to examine the mechanical characteristics, damage, and fatigue behaviors of the metal-polymer interface. The findings reveal that sandblasting treatment enhances the resilience of the interface.
JOURNAL OF ENERGY STORAGE
(2024)
Article
Energy & Fuels
A. A. Kandil, Mohamed M. Awad, Gamal I. Sultan, Mohamed S. Salem
Summary: This paper proposes a novel hybrid system that splits solar radiation into visible and thermal components using a beam splitter and integrates a phase change material (PCM) packed bed with a PV cell. Experimental and theoretical analyses show that the hybrid configuration significantly increases the net power output of the system compared to using a PV system alone.
JOURNAL OF ENERGY STORAGE
(2024)
Article
Energy & Fuels
Jinchao Li, Ya Xiao, Shiqiang Lu
Summary: The combination of energy storage and microgrids is crucial in addressing the uncertainty of distributed wind and solar resources. This article proposes a multi microgrid interaction system with electric-hydrogen hybrid energy storage, which optimizes the system's capacity configuration to improve its economy and reliability.
JOURNAL OF ENERGY STORAGE
(2024)
Review
Energy & Fuels
Shri Hari S. Pai, Sarvesh Kumar Pandey, E. James Jebaseelan Samuel, Jin Uk Jang, Arpan Kumar Nayak, HyukSu Han
Summary: This review discusses the structure-property relationship of nickel oxide nanostructures as excellent supercapacitive materials and provides an overview of various preparation methods and strategies to enhance specific capacitance. It comprehensively analyzes the current status, challenges, and future prospects of nickel oxide electrode materials for energy storage devices.
JOURNAL OF ENERGY STORAGE
(2024)
Article
Energy & Fuels
Xiaowei Wu, Xin Dong, Ziqin Liu, Xinyi Wang, Pu Hu, Chaoqun Shang
Summary: The growth of Li dendrites in lithium metal batteries is effectively controlled by constructing a three-dimensional framework on the surface of Li using Ni(OH)2 nanosheets modified Prussian blue tubes. This method provides a homogenous Li+ flux and sufficient space to accommodate the volume change of Li, resulting in suppressed dendrite growth and improved cycling performance.
JOURNAL OF ENERGY STORAGE
(2024)
Article
Energy & Fuels
Yan-Jie Liao, Yi-Yen Hsieh, Yi-Chun Yang, Hsing-Yu Tuan
Summary: We present two-dimensional AgInP2Se6 (AIPSe) bimetallic phosphorus trichalcogenides nanosheets as anodes for advanced alkali metal ion batteries (AMIBs). The introduction of bimetallic components enhances the electronic/ionic conductivity and optimizes the redox dynamics, resulting in superior electrochemical performance. The AIPSe@G anodes achieve high specific capacity, excellent cycle stability, and rate capability in both lithium-ion (LIBs) and potassium-ion batteries (PIBs). The comprehensive full cell tests further demonstrate the stability of AIPSe@G anodes under diverse current regimes.
JOURNAL OF ENERGY STORAGE
(2024)
Article
Energy & Fuels
Chenghu Wu, Weiwei Li, Tong Qian, Xuehua Xie, Jian Wang, Wenhu Tang, Xianfu Gong
Summary: In the context of increasing global environmental pollution and constant increase of carbon emission, hydrogen production from surplus renewable energy and hydrogen transportation using existing natural gas pipelines are effective means to mitigate renewable energy fluctuation, build a decarbonized gas network, and achieve the goal of carbon peak and carbon neutral in China. This paper proposes a quasi-steady-state modeling method of a hydrogen blended integrated electricity-gas system (HBIEGS) considering gas linepack and a sequential second-order cone programming (S-SOCP) method to solve the developed model. The results show that the proposed method improves computational efficiency by 91% compared with a general nonlinear solver.
JOURNAL OF ENERGY STORAGE
(2024)
Article
Energy & Fuels
Jingcen Zhang, Zhi Guo, Yazheng Zhu, Haifeng Zhang, Mengjie Yan, Dong Liu, Junjie Hao
Summary: In this study, a new type of sensible heat storage material was prepared using low-cost steel slag as the main component, providing an effective way of recycling steel slag. By analyzing the effects of different pretreatment steel slag content and sintering temperatures on the organization and properties of heat storage materials, the study found that the steel slag heat storage material exhibited excellent performance and stability under certain conditions.
JOURNAL OF ENERGY STORAGE
(2024)
Article
Energy & Fuels
D. Carrillo-Pena, G. Pelaz, R. Mateos, A. Escapa
Summary: Methanogenic biocathodes have the potential to convert CO2 and electricity into methane, making them suitable for long-term electrical energy storage. They can also function as biological supercapacitors for short-term energy storage, although this aspect has received less attention. In this study, carbon-felt-based MB modified with graphene oxide were investigated for their electrical charge storage capabilities. Results showed that the potential of the electrode during discharging plays a significant role in determining the charge storage capacity.
JOURNAL OF ENERGY STORAGE
(2024)
Article
Energy & Fuels
Marco Gambini, Federica Guarnaccia, Michele Manno, Michela Vellini
Summary: This paper presents an analytical assessment of the energy-power relationship for different material-based hydrogen storage systems. It explores the impact of power demand on the amount of discharged hydrogen and the utilization factor. The results show that metal hydrides have higher specific power compared to liquid organic hydrogen carriers. The study provides insights into the discharge duration and energy utilization of hydrogen storage systems.
JOURNAL OF ENERGY STORAGE
(2024)
Article
Energy & Fuels
Shujahadeen B. Aziz, Rebar T. Abdulwahid, Pshko A. Mohammed, Srood O. Rashid, Ari A. Abdalrahman, Wrya O. Karim, Bandar A. Al-Asbahi, Abdullah A. A. Ahmed, M. F. Z. Kadir
Summary: This study investigates a novel biodegradable green polymer electrolyte for energy storage. Results show that the sample with added glycerol has the highest conductivity. The primary conduction species in the electrolyte are ions. Testing confirms that the sample can withstand a voltage suitable for practical applications.
JOURNAL OF ENERGY STORAGE
(2024)
Article
Energy & Fuels
Binit Kumar, Abhishek Awasthi, C. Suresh, Yongseok Jeon
Summary: This study presents a new numerical model for effective thermal conductivity that overcomes the limitations of previous models. The model can be applied to various shapes and phase change materials, using the same constants. By incorporating the natural convection effect, the model accurately calculates the thermal conductivity. The results of the study demonstrate the effectiveness of the model for different shapes and a wide range of alkanes.
JOURNAL OF ENERGY STORAGE
(2024)
Article
Energy & Fuels
Supak Pattaweepaiboon, Wisit Hirunpinyopas, Pawin Iamprasertkun, Katechanok Pimphor, Supacharee Roddecha, Dirayanti Dirayanti, Adisak Boonchun, Weekit Sirisaksoontorn
Summary: In this study, electrode powder from spent zinc-carbon/alkaline batteries was upcycled into LiMn2O4 cathode and carbon anode for rechargeable lithium-ion batteries. The results show that the upcycled LiMn2O4 exhibits improved electrochemical performance, with higher discharge capacity compared to pristine LiMn2O4. Additionally, the recovered carbon materials show superior cycling performance. This research provides great potential for upcycling waste battery electrodes to high-value cathode and anode materials for lithium-ion battery applications.
JOURNAL OF ENERGY STORAGE
(2024)
Article
Energy & Fuels
Pan Yang, H. D. Yang, X. B. Meng, C. R. Song, T. L. He, J. Y. Cai, Y. Y. Xie, K. K. Xu
Summary: This paper introduces a novel multi-task learning data-driven model called GBLS Booster for accurately assessing the state of health (SOH) and remaining useful life (RUL) of lithium batteries. The model combines the strengths of GBLS and the CNN-Transformers algorithm-based Booster, and the Tree-structured Parzen Estimator (TPE) algorithm is used for optimization. The study devises 10 healthy indicators (HIs) derived from readily available sensor data to capture variations in battery SOH. The random forest method (RF) is employed for feature refinement and data dimension reduction, while the complete empirical mode decomposition (CEEMDAN) method and the Pearson correlation coefficient are used for noise reduction and data point elimination in RUL prediction. The proposed model demonstrates exceptional accuracy, robustness, and generalization capabilities.
JOURNAL OF ENERGY STORAGE
(2024)
Article
Energy & Fuels
M. Arrinda, M. Oyarbide, L. Lizaso, U. Osa, H. Macicior, H. J. Grande
Summary: This paper proposes a robust aging model generation methodology for lithium-ion batteries with any kind of lab-level aging data availability. The methodology involves four phases and ensures the robustness of the aging model through a verification process.
JOURNAL OF ENERGY STORAGE
(2024)