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Optimizing battery deployment: Aging trajectory prediction enabling homogenous performance grouping

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Journal of Energy Chemistry 2025年第1期100卷 565-577页

作者： Shuquan Wang feng Gao zhan Ma Hao Tian Yusen zhang School of Control Science and Engineering Shandong UniversityJinan 250061ShandongChina Key Lab of Power System Intelligent Dispatch and Control of Ministry of Education Shandong UniversityJinan 250061ShandongChina

As battery deployments in electric vehicles and energy storage systems grow, ensuring homogeneous performance across units is crucial. We propose a multi-derivative imaging fusion(MDIF) model, employing advanced imaging and machine learning to predict battery aging trajectories from minimal initial data, thus facilitating effective performance grouping before deployment. Utilizing a derivative strategy and Gramian Angular Difference Field for dimensional enhancement, the MDIF model uncovers subtle predictive features from discharge curve data after only ten cycles. The architecture includes a parallel convolutional neural network with lateral connections to enhance feature integration and *** on a self-developed dataset, the model achieves an average root-mean-square error of 0.047 Ah and an average mean absolute percentage error of 1.60%, demonstrating high precision and *** robustness is further validated through transfer learning on two publicly available datasets, adapting with minimal retraining. This approach significantly reduces the testing cycles required, lowering both time and costs associated with battery testing. By enabling precise battery behavior predictions with limited data, the MDIF model optimizes battery utilization and deployment strategies, enhancing system efficiency and sustainability.

关键词： Lithium-ion battery Battery prognostics Fusion model Convolutional neural network Transfer learning

Research on the hazards of gas leakage and explosion in a full-scale residential building

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Defence Technology(防务技术) 2025年第1期43卷 168-181页

作者： Chengjun Yue Li Chen zhan Li Bin feng Ruizhi Xu Engineering Research Center of Safety and Protection of Explosion&Impact of Ministry of Education Southeast UniversityNanjing 211189China

The gas explosion in residential building has always been a highly concerned *** in homogeneous mixtures have been extensively ***,mixtures are often inhomogeneous in the practical scenarios due to the differences in the densities of methane and *** order to investigate the effects of gas explosions in inhomogeneous mixtures,experimental studies involving gas leakage and explosion are conducted in a full-scale residential building to reproduce the process of gas *** fitting the dimensionless buoyancy as a function of dimensionless height and dimensionless time,a distribution model of gas in large-scale spaces is established,and the mechanism of inhomogeneous distribution of methane is also be ***,the stratified reconstruction method(SRM)is introduced for efficiently setting up inhomogeneous concentration fields in *** simulation results highlight that for the internal overpressure,the distribution of methane has no effect on the first overpressure peak(ΔP1),while it significantly influences the subsequent overpressure peak(ΔP2),and the maximum difference between the overpressure of homogeneous and inhomogeneous distribution is174.3%.Moreover,the initial concentration distribution also has a certain impact on the external overpressure.

关键词： Methane distribution Inhomogeneous mixture Gradient layer Gas explosion Explosive simulation

Disentangling microbial coupled fillers mechanisms for the permeable layer optimization process in multi-soil-layering systems

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Journal of Environmental Sciences 2025年第1期147卷 538-549页

作者： Daxin Sun Chuanping feng Yongheng zhan Bingbing Deng Duoduo Mei Nan Chen Weiwu Hu School of Water Resources and Environment MOE Key Laboratory of Groundwater Circulation and Environmental EvolutionChina University of Geosciences(Beijing)Beijing 100083China Journal Center China University of Geosciences(Beijing)Beijing 100083China

Themulti-soil-layering(MSL)systems is an emerging solution for environmentally-friendly and cost-effective treatment of decentralized rural domestic ***,the role of the seemingly simple permeable layer has been overlooked,potentially holding the breakthroughs or directions to addressing suboptimal nitrogen removal performance in MSL *** this paper,the mechanism among diverse substrates(zeolite,green zeolite and biological ceramsite)coupled microorganisms in different systems(activated bacterial powder and activated sludge)for rural domestic wastewater purification was *** removal efficiencies performed by zeolite coupled with microorganisms within 3 days were 93.8%for COD,97.1%for TP,and 98.8%for NH_(4)^(+)-***,activated sludge showed better nitrification and comprehensive performance than specialized nitrifying bacteria *** attained an impressive 89.4%NH4+-N desorption efficiency,with a substantive fraction of NH_(4)^(+)-N manifesting as exchanged ***-throughput 16S rRNA gene sequencing revealed that aerobic and parthenogenetic anaerobic bacteria dominated the reactor,with anaerobic bacteria conspicuously *** the heterotrophic nitrificationaerobic denitrification(HN-AD)process was significant,with the presence of denitrifying phosphorus-accumulating organisms(DPAOs)for simultaneous nitrogen and phosphorus *** study not only raises awareness about the importance of the permeable layer and enhances comprehension of the HN-AD mechanism in MSL systems,but also provides valuable insights for optimizing MSL system construction,operation,and rural domestic wastewater treatment.

关键词： Rural domestic wastewater Multi-soil-layering(MSL)system Heterotrophic nitrification-aerobic denitrification(HN-AD) Nitrogen and phosphorus removal Microbial evolution

Steady-state and transient investigation of a small pressurized water reactor ACPR50S for different ATFs based on Bamboo-C code

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Nuclear Science and Techniques 2025年第1期36卷 192-206页

作者： Kun Zhuang Ying-Zhen Wang Li-Na Deng Yong-zhan Wang wen Shang Si-Peng Wang Department of Nuclear Science and Technology Nanjing University of Aeronautics and AstronauticsNanjing 211106China

Small modular reactors have received widespread attention owing to their inherent safety,low investment,and *** pressurized water reactors(SPWRs)have become important candidates for SMRs owing to their high technological *** the Fukushima accident,research on accident-tolerant fuels(ATFs),which are more resistant to serious accidents than conventional fuels,has gradually *** study analyzes the neutronics and thermal hydraulics of an SPWR(ACPR50S)for different ATFs,BeO+UO_(2)−SiC,BeO+UO_(2)−FeCrAl,U_(3)Si_(2)−SiC,and U_(3)Si_(2)−FeCrAl,based on a PWR fuel management code,the Bamboo-C deterministic *** the steady state,the burnup calculations,reactivity coefficients,power and temperature distributions,and control rod reactivity worth were *** transients of the control rod ejection accident for the two control rods with the maximum and minimum reactivity worth were *** results showed that 5%B-10 enrichment in the wet annular burnable absorbers assembly can effectively reduce the initial reactivity and end-of-life reactivity *** BeO+UO2−SiC core exhibited superior neutronic characteristics in terms of burnup and negative temperature reactivity compared with the other three cases owing to the strong moderation ability of BeO+UO_(2)and low neutron absorption of ***,the U_(3)Si_(2)core had a marginally better power-flattening effect than BeO+UO_(2),and the differential worth of each control rod group was similar between different *** the transient of a control rod ejection,the changes in the fuel temperature,coolant temperature,and coolant density were *** maximum difference was less than 10℃ for the fuel temperature and 2℃ for the coolant temperature.

关键词： ACPR50S Small pressurized water reactor ATF Steady Transient

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InSAR中DORIS基线估计方法的改进

中国矿业大学学报 2010年第5期39卷 784-789页

作者：占文凤杨杰潘斌李京北京师范大学地表过程与资源生态国家重点实验室资源学院北京100875 武汉大学测绘遥感信息工程国家重点实验室湖北武汉430079 武汉大学遥感信息工程学院湖北武汉430079

雷达干涉测量中基线估计精度直接影响到合成孔径雷达干涉测量(InSAR)的精度.针对DORIS(the delft object-oriented radar interferometric software)软件采用的基线估计方法,在考虑地球参考椭球半径在不同纬度地区的差异时,分析了基线... 详细信息

雷达干涉测量中基线估计精度直接影响到合成孔径雷达干涉测量(InSAR)的精度.针对DORIS(the delft object-oriented radar interferometric software)软件采用的基线估计方法,在考虑地球参考椭球半径在不同纬度地区的差异时,分析了基线估计方法的差异,提出相应的改进方法,对干涉影像不同扫描行的基线进行了多参数-多项式拟合,最后使用德国波恩地区的数据进行验证.结果表明:当考虑参考椭球半径在不同纬度差异时,能够显著提高基线估计的精度;而对基线的拟合则可以提高基线估计的速度.

关键词：合成孔径雷达干涉测量 DORIS 开源基线估计数字高程模型

煤矿常见地质异常地震正演模拟在石屏矿地震解释中的应用

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煤炭工程 2018年第6期50卷 115-119页

作者：占文锋北京工业职业技术学院北京100042

运用地震波场正演模拟有限差分方法,模拟不同厚度煤层、不同性质采空区及断层对地震波场响应特征,结果表明:煤层未开采时,能形成能量强、波组特征明显的反射波,但煤层厚度较小时,层间多次反射叠加导致煤层顶底板界面不易区分。当煤层开... 详细信息

运用地震波场正演模拟有限差分方法,模拟不同厚度煤层、不同性质采空区及断层对地震波场响应特征,结果表明:煤层未开采时,能形成能量强、波组特征明显的反射波,但煤层厚度较小时,层间多次反射叠加导致煤层顶底板界面不易区分。当煤层开挖留下采空区时,采空区处能量变强,频率变低。采空区内充填物质不同,能量变化也不同。全充气时能量比全充水时能量高,频率低,延迟也越明显。断层导致断点和断面出现明显的反射、绕射波,在地震剖面上表现为反射波同相轴错动特征。将正演模拟结果应用于石屏矿三维地震资料处理与解释,可以较容易识别目标地层及断层、采空区、陷落柱等地灾异常,为采掘系统合理布置和矿井水防治提供了有力支撑。

关键词：地震波正演模拟有限差分地质异常

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商城岩体侵位对杨山煤系构造格局的影响

中国矿业大学学报 2007年第3期36卷 320-324页

作者：曹代勇占文峰李小明中国矿业大学煤炭资源与安全开采国家重点实验室北京100083

采用野外地质调查、构造要素测量和FLAC数值模拟等方法,探讨了北淮阳地区中生代岩浆活动对晚古生代杨山煤系变形-变质作用的影响.研究结果表明,商城岩体侵位所伴随的热力和应力,不仅显著促进煤的变形-变质进程,使煤级达到半石墨化阶段(R... 详细信息

采用野外地质调查、构造要素测量和FLAC数值模拟等方法,探讨了北淮阳地区中生代岩浆活动对晚古生代杨山煤系变形-变质作用的影响.研究结果表明,商城岩体侵位所伴随的热力和应力,不仅显著促进煤的变形-变质进程,使煤级达到半石墨化阶段(Romax>8%),而且还对已有构造格局产生一定程度的改造.这种改造主要表现为区域构造线在岩体附近发生偏转、地层倾角增大、发育轴向与岩体边界近于平行的次级褶皱,从而导致杨山煤系构造格局复杂化并影响到含煤块段的赋存状况.FLAC数值模拟证实,岩体侵位施加放射状挤压应力在岩体周缘形成了一定宽度(约为岩体半径的1/5)的应力集中带,这是造成杨山煤系构造格局畸变的根本原因.

关键词：杨山煤系商城岩体构造格局 FLAC数值模拟

Huanglian-Renshen-Decoction Maintains Isletβ-Cell Identity in T2DM Mice through Regulating GLP-1 and GLP-1R in Both Islet and Intestine

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Chinese Journal of Integrative Medicine 2025年第1期31卷 39-48页

作者： WU wen-bin GAO Fan TANG Yue-heng WANG Hong-zhan DONG Hui LU Fu-er YUAN Fen Institution of Integrated Traditional Chinese and Western Medicine Tongji HospitalTongji Medical CollegeHuazhong University of Science and TechnologyWuhan430030China Department of Integrated Traditional Chinese and Western Medicine Tongji HospitalTongji Medical CollegeHuazhong University of Science and TechnologyWuhan430030China

Objective: To elucidate the effect of Huanglian-Renshen-Decoction(HRD) on ameliorating type 2 diabetes mellitus by maintaining islet β-cell identity through regulating paracrine and endocrine glucagon-like peptide-1(GLP-1)/GLP-1 receptor(GLP-1R) in both islet and intestine. Methods: The db/db mice were divided into the model(distilled water), low-dose HRD(LHRD, 3 g/kg), high-dose HRD(HHRD, 6 g/kg), and liraglutide(400 μg/kg) groups using a random number table, 8 mice in each group. The db/m mice were used as the control group(n=8, distilled water). The entire treatment of mice lasted for 6 weeks. Blood insulin, glucose, and GLP-1levels were quantified using enzyme-linked immunosorbent assay kits. The proliferation and apoptosis factors of islet cells were determined by immunohistochemistry(IHC) and immunofluorescence(IF) staining. Then,GLP-1, GLP-1R, prohormone convertase 1/3(PC1/3), PC2, v-maf musculoaponeurotic fibrosarcoma oncogene homologue A(MafA), and pancreatic and duodenal homeobox 1(PDX1) were detected by Western blot, IHC,IF, and real-time quantitative polymerase chain reaction, respectively. Results: HRD reduced the weight and blood glucose of the db/db mice, and improved insulin sensitivity at the same time(P<0.05 or P<0.01). HRD also promoted mice to secrete more insulin and less glucagon(P<0.05 or P<0.01). Moreover, it also increased the number of islet β cell and decreased islet α cell mass(P<0.01). After HRD treatment, the levels of GLP-1,GLP-1R, PC1/3, PC2, MafA, and PDX1 in the pancreas and intestine significantly increased(P<0.05 or P<0.01).Conclusion: HRD can maintain the normal function and identity of islet β cell, and the underlying mechanism is related to promoting the paracrine and endocrine activation of GLP-1 in pancreas and intestine.

关键词： type 2 diabetes mellitus Huanglian-Renshen-Decoction isletβcell glucagon-like peptide-1 glucagon-like peptide-1 receptor Chinese medicine

用HJ-1B卫星数据反演地表温度的修正单通道算法

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红外与毫米波学报 2011年第1期30卷 61-67页

作者：周纪李京赵祥占文凤郭建侠电子科技大学地表空间信息技术研究所四川成都610054 北京师范大学地表过程与资源生态国家重点实验室北京100875 北京师范大学民政部/教育部减灾与应急管理研究院北京100875 中国气象局气象探测中心北京100081

目前用于地表温度反演的单通道算法主要针对窄视场传感器建立.HJ-1B卫星红外相机为宽视场传感器,其热红外通道(IRS4)观测天顶角可达±33°以上,在地表温度反演时必须剔除传感器观测角度的影响.以大气辐射传输模拟为基础,建立了基于传感... 详细信息

目前用于地表温度反演的单通道算法主要针对窄视场传感器建立.HJ-1B卫星红外相机为宽视场传感器,其热红外通道(IRS4)观测天顶角可达±33°以上,在地表温度反演时必须剔除传感器观测角度的影响.以大气辐射传输模拟为基础,建立了基于传感器观测天顶角-大气函数系数的修正单通道算法.针对HJ-1B卫星与Terra卫星过境时间接近的特点,提出将MODIS大气水汽含量产品作为单通道算法的输入参数,并建立了观测天顶角-垂直与斜程大气水汽含量转换系数查找表.基于对光谱数据的模拟,给出了适用于IRS4通道的地表发射率确定方法.验证结果表明,修正单通道算法平均反演误差在1.1K以内,比不考虑传感器观测角度的单通道算法精度提高0.1～0.7K,反演误差对于传感器观测天顶角依赖性减弱.对实际HJ-1B卫星影像的应用结果表明,修正单通道算法反演的地表温度与MODIS地表温度产品具有较好的一致性.

关键词：地表温度单通道算法大气辐射传输模型 HJ-1B卫星