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Balancing Exploration–Exploitation of Multi-verse Optimizer for Parameter Extraction on Photovoltaic Models

Journal of Bionic Engineering 2024年第2期21卷 1022-1054页

作者： Yan Han weibin chen Ali Asghar Heidari Huiling chen Xin Zhang College of Computer Science and Artificial Intelligence Wenzhou UniversityWenzhou325035China School of Surveying and Geospatial Engineering College of EngineeringUniversity of TehranTehranIran School of Biomedical Engineering National Engineering Research Center of Ophthalmology and OptometryEye HospitalWenzhou Medical UniversityWenzhou325027China Key Lab of Biohealth Materials and Chemistry of Wenzhou Wenzhou UniversityWenzhouChina Key Laboratory of Intelligent Informatics for Safety&Emergency of Zhejiang Province Wenzhou UniversityWenzhouChina

Extracting photovoltaic(PV)model parameters based on the measured voltage and current information is crucial in the simulation and management of PV systems.To accurately and reliably extract the unknown parameters of different PV models,this paper proposes an improved multi-verse optimizer that integrates an iterative chaos map and the Nelder–Mead simplex method,INMVO.Quantitative experiments verified that the proposed INMVO fueled by both mechanisms has more affluent populations and a more reasonable balance between exploration and exploitation.Further,to verify the feasibility and competitiveness of the proposal,this paper employed INMVO to extract the unknown parameters on single-diode,double-diode,three-diode,and PV module four well-known PV models,and the high-performance techniques are selected for comparison.In addition,the Wilcoxon signed-rank and Friedman tests were employed to test the experimental results statistically.Various evaluation metrics,such as root means square error,relative error,absolute error,and statistical test,demonstrate that the proposed INMVO works effectively and accurately to extract the unknown parameters on different PV models compared to other techniques.In addition,the capability of INMVO to stably and accurately extract unknown parameters was also verified on three commercial PV modules under different irradiance and temperatures.In conclusion,the proposal in this paper can be implemented as an advanced and reliable tool for extracting the unknown parameters of different PV models.Note that the source code of INMVO is available at https://***/woniuzuioupao/INMVO.

关键词： Photovoltaic models Multi-verse optimizer Nelder-Mead simplex Iterative chaos map

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Stabilizing iridium sites via interface and reconstruction regulations for water oxidation in alkaline and acidic media

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Journal of Energy Chemistry 2024年第2期89卷 355-363,I0009页

作者： weibin chen Yanhui Song Lei Li Junjie Guo Zhan Lin Guangdong Provincial Key Laboratory of Plant Resources Biorefinery School of Chemical Engineering and Light IndustryGuangdong University of TechnologyGuangzhou 510006GuangdongChina Key Laboratory of Interface Science and Engineering in AdvancedMaterials Ministry of EducationTaiyuan University of TechnologyTaiyuan 030024ShanxiChina

Exploring effective iridium(Ir)-based electrocatalysts with stable iridium centers is highly desirable for oxygen evolution reaction(OER).Herein,we regulated the incorporation manner of Ir in Co_(3)O_(4)support to stabilize the Ir sites for effective OER.When anchored on the surface of Co_(3)O_(4)in the form of Ir(OH)_6 species,the created Ir-OH-Co interface leads to a limited stability and poor acidic OER due to Ir leaching.When doped into Co_(3)O_(4)lattice,the analyses of X-ray absorption spectroscopy,in-situ Raman,and OER measurements show that the partially replacement of Co in Co_(3)O_(4)by Ir atoms inclines to cause strong electronic effect and activate lattice oxygen in the presence of Ir-O-Co interface,and simultaneously master the reconstruction effect to mitigate Ir dissolution,realizing the improved OER activity and stability in alkaline and acidic environments.As a result,Ir_(lat)@Co_(3)O_(4)with Ir loading of 3.67 wt%requires 294±4 mV/285±3 mV and 326±2 mV to deliver 10 mA cm^(-2)in alkaline(0.1 M KOH/1.0 M KOH)and acidic(0.5 M H_(2)SO_(4))solution,respectively,with good stability.

关键词： Interface effect Reconstruction Ir dissolution Ir-O-Co Oxygen evolution reaction

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Recent progress on mechanisms,principles,and strategies for high-activity and high-stability non-PGM fuel cell catalyst design

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Carbon Energy 2024年第5期6卷 25-52页

作者： Yuping Yuan Yun Zheng Dan Luo weibin Qiu Jiantao Wang Xin Wang Zhongwei chen GRINM(Guangdong)Institute of New Materials Technology FoshanChina Department of Chemical Engineering Waterloo Institute for NanotechnologyWaterloo Institute for Sustainable EnergyUniversity of WaterlooWaterlooOntarioCanada Guangdong Provincial Key Laboratory of Nanophotonic Functional Materials and Devices School of Information and Optoelectronic Science and EngineeringSouth China Normal UniversityGuangdongChina National Power Battery Innovation Center GRINM Group Co.Ltd.BeijingChina

The commercialization of a polymer membrane H2-O2 fuel cell and its widespread use call for the development of cost-effective oxygen reduction reaction(ORR)nonplatinum group metal(NPGM)catalysts.Nevertheless,to meet the requests for the real-world fuel cell application and replacing platinum catalysts,it still needs to address some challenges for NPGM catalysts regarding the sluggish ORR kinetics in the cathode and their poor durability in acidic environment.In response to these issues,numerous efforts have been made to study NPGM catalysts both theoretically and experimentally,developed these into the atomically dispersed coordinated metal-nitrogen-carbon(M-N-C)form over the past decades.In this review,we present a comprehensive summary of recent advancements on NPGM catalysts with high activity and durability.Catalyst design strategies in terms of optimizing active-site density and enhancing catalyst stability against demetalization and carbon corrosion are highlighted.It is also emphasized the importance of understanding the mechanisms and principles behind those strategies through a combination of theoretical modeling and experimental work.Especially,further understanding the mechanisms related to the active-site structure and the formation process of the single-atom active site under pyrolysis conditions is critical for active-site engineering.Optimizing the active-site distance is the basic principle for improving catalyst activity through increasing the catalyst active-site density.Theoretical studies for the catalyst deactivation mechanism and modeling stable active-site structures provide both mechanisms and principles to improve the NPGM catalyst durability.Finally,currently remained challenges and perspectives in the future on designing high-performance atomically dispersed NPGM catalysts toward fuel cell application are discussed.

关键词： batteries electrocatalysis energy storage and conversion fuel cells

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Discovery of Novel Anthranilic Diamide Derivatives Bearing Sulfoximine Group as Potent Insecticide Candidates

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Chemical Research in Chinese Universities 2024年第1期40卷 96-108页

作者： ZHANG Hongyuan PENG Jinmin ZHONG Yuanhan chen Yue WANG Qing Haditullah HADIATULLAH XIE weibin XIONG Lixia YUCHI Zhiguang LIU Jingbo LI Yuxin State Key Laboratory of Elemento-Organic Chemistry College of ChemistryNankai UniversityTianjin300071P.R.China Nankai University&Cangzhou Bohai New Area Institute of Green Chemical Engineering Changzhou062550P.R.China College of Horticulture and Landscape Architecture Tianjin Agricultural UniversityTianjin300392P.R.China Tianjin Key Laboratory for Modern Drug Delivery and High-efficiency Collaborative Innovation Center of Chemical Science and EngineeringSchool of Pharmaceutical Science and TechnologyTianjin UniversityTianjin300072P.R.China

The fall armyworm,Spodoptera frugiperda(S.frugiperda),represents the most resistant insect species and poses serious threat to grain yield.Chlorantraniliprole(CHL),which targets the ryanodine receptors(RyRs)in insects,has demonstrated the efficacy in controlling S.frugiperda.Nevertheless,this has led to emerging resistance in several countries.To counter this resistance,a viable approach involves the development of novel compounds that bind against RyRs via distinct binding sites or modes.In this study,a series of 22 novel anthranilic diamide derivatives was designed and synthesized,and their insecticidal activities were evaluated.Most of these derivatives showed moderate to good insecticidal activity against S.frugiperda and Mythimna separata.Time-lapse fluorescence measurements of endoplasmic reticulum luminal calcium revealed that most derivatives elicited cellular responses similar as CHL when assessed on HEK293 cells expressing S.frugiperda ryanodine receptors(SfRyRs).The mode of action of compound 13a was studied and verified on the isolated neurons by calcium imaging technique.Finally,molecular docking analysis was employed to predict the binding mechanism of compound 13a against SfRyRs.Overall,these novel diamide derivatives hold promise as a valuable resource for guiding the future design of insecticidal compounds targeting RyRs.

关键词： Anthranilic diamide derivative Sulfoximine Spodoptera frugiperda Mode of action Molecular docking

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A comprehensive review on the potential therapeutic benefits of prospective probiotic Christensenella minuta

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Food Science and Human Wellness 2024年

作者： Yueyao Fan Yuhang Xiao Yingying Zhang Shiqing Zhang weibin Bai Jiali chen Department of Food Science and Engineering Institute of Food Safety and Nutrition Guangdong Engineering Technology Center of Food Safety Molecular Rapid Detection Jinan University State Key Laboratory of Bioactive Molecules and Druggability Assessment Jinan University Centre for Cancer and Inflammation Research School of Chinese Medicine Hong Kong Baptist University

Bacterial family Christensenellaceae performed high heritability and associated with human health status. Numerous studies observed that the abundance of Christensenellaceae could be significantly reduced in patients with intestinal diseases or metabolic disorders， inferred that it may be treated as an effective biomarker. Christensenella minuta (C. minuta) was the first member of Christensenellaceae family isolated from human fecal samples. Accumulating evidences suggested that C. minuta may demonstrate a positive bio-therapeutic effects toward unhealthy status. Hence， this review aimed to systematically summarize the characterization of Christensenellaceae under specific health or diseases， and discover its promising application. Besides， the latest studies on the pharmacological research of C. minuta also summarized. Current important literatures grasped the potential health benefits of C. minuta in managing metabolic disorders， gut ecosystem， and inflammation. Whereas， several critical knowledge gaps about the safe and clinical application remain should be addressed in future verification. C. minuta is worthy to be elevated as the next prospective probiotic star in nutraceutical or medical field and should not be overlooked.

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Natural variation in maize gene ZmSBR1 confers seedling resistance to Fusarium verticillioides

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The Crop Journal 2024年第3期12卷 836-844页

作者： Yunxia Song Peipei Ma Jingyang Gao Chaopei Dong Zhao Wang Yifan Luan Jiafa chen Doudou Sun Pei Jing Xuecai Zhang weibin Song Zijian Zhou Jianyu Wu College of Agronomy Henan Agricultural UniversityZhengzhou 450002HenanChina College of Life Sciences Henan Agricultural UniversityZhengzhou 450002HenanChina Global Maize Program International Maize and Wheat Improvement Center(CIMMYT)Apdo 6-64106600 MexicoDFMexico National Maize Improvement Center Department of Plant Genetics and BreedingChina Agricultural UniversityBeijing 100193China

Maize seedling blight caused by Fusarium verticillioides is a widely occurring maize disease,but the genetics and mechanisms of resistance are not well understood.In this study,GWAS performed by MLM and 3VmrMLM identified 40 and 20 QTNs,associated with seedling blight resistance.These methods identified 49 and 36 genes,respectively.Functional verification of candidate gene ZmSBR1 identified by both methods showed that the resistance of a mutant line to seedling blight decreased by 0.37 grade points after inoculation with F.verticillioides,compared with the WT.The length of the stem rot lesion caused by F.verticillioides increased by 86%in mutant seedlings,and the relative length of the adult plant stalk rot increased by 35%in mutant plants compared to the wild type after inoculation with Fusarium graminearum.Transcriptome analysis showed that expression of defense-related genes after inoculation was down-regulated in the mutant compared to the wild type,synthesis of secondary metabolites associated with resistance was reduced,and the immune response triggered by PAMP decreased,resulting in decreased resistance of mutant maize seedlings.Candidate gene association analysis showed that most maize inbred lines carried the susceptible haplotype.A functional PCR marker was developed.The results demonstrated that ZmSBR1 conferred resistance to multiple Fusarium diseases at the seedling and adult growth stages and had important application value in breeding.

关键词： Seedling blight Stalk rot Multiple disease resistance

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水电主导现货市场优化出清研究

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工程科学与技术 2024年第3期56卷 52-60页

作者：朱燕梅毛玉鑫陈仕军黄炜斌胡杨四川大学水利水电学院四川成都610065 中国长江电力股份有限公司湖北宜昌443000

针对传统以购电经济性为唯一目标的市场出清中梯级水电一边缺水一边弃水的水-电不匹配问题,本研究结合梯级水电运行特性,提出一种水力、电力、价格3因素耦合的出清方法。首先,梳理了梯级水电出清后缺水和弃水两种水-电不匹配的工况,提... 详细信息

针对传统以购电经济性为唯一目标的市场出清中梯级水电一边缺水一边弃水的水-电不匹配问题,本研究结合梯级水电运行特性,提出一种水力、电力、价格3因素耦合的出清方法。首先,梳理了梯级水电出清后缺水和弃水两种水-电不匹配的工况,提出用水-电耦合度指标来度量水量与电量匹配的程度,并给出了水-电耦合度的计算方法。其次,建立了适用于水电主导电力市场的水力、电力和价格耦合出清模型,设计了购电成本最小化和水-电耦合度最大化两个目标函数。为了提高模型求解效率,提出模型结构分层、搜索空间缩减和计算时段合并的模型求解综合降维策略,并基于价格排序-粒子群耦合优化算法实现模型求解。最后,以四川省串并混联开发的“3梯8站”组成的虚拟市场进行日前模拟出清。结果表明:与传统以经济性为唯一目标的出清模型相比,水-电-价耦合出清模型的购电费用不变,但水-电耦合度提高了1.57%,证明水-电耦合度最大化目标的加入不会增加购电成本,但对减少出力不足、提升出清结果的可执行率和降低弃水都有显著成效;所提求解策略降低了模型复杂度,提高了求解效率,为解决梯级水电现货市场出清中水-电-价的不耦合问题提供了新思路。

关键词：梯级水电现货电力市场出清水-电-价耦合

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8例猫短暂性心肌肥厚的病例系列报告

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中国兽医杂志 2024年第7期60卷 129-135页

作者：陈杭滨郭魏彬李梦南京农业大学动物医学院江苏南京210095 广州爱诺百思动物医院广东广州510200

猫短暂性心肌肥厚(TMT)是一种不常见疾病,具有特殊的临床特征和疾病预后。为了分析猫TMT的临床特征、实验室检查、治疗和转归,本试验采用病例系列研究设计,收集2020—2022年诊断为猫TMT的病历资料,分析研究对象的临床特征、实验室检查、... 详细信息

猫短暂性心肌肥厚(TMT)是一种不常见疾病,具有特殊的临床特征和疾病预后。为了分析猫TMT的临床特征、实验室检查、治疗和转归,本试验采用病例系列研究设计,收集2020—2022年诊断为猫TMT的病历资料,分析研究对象的临床特征、实验室检查、X线检查、超声心动图检查结果、治疗方案和转归。结果显示:8只猫存在舒张期左心室壁厚度增加和左心房扩张,初步诊断为“肥厚型心肌病表型”并伴有不同程度的肺水肿或胸腔积液,通过吸氧、静脉注射呋塞米和其他支持疗法治疗,症状缓解后口服呋塞米和氯吡格雷管理肥厚型心肌病。患猫在距初次超声心动图检查平均71 d(12~185 d)时复查,8只猫的左心室壁厚度和左心房大小均已恢复正常,因此,确诊为TMT。8只猫在距初次就诊平均81 d(29~187 d)时停用心脏病药物。本病例系列分析结果表明,TMT患猫的心肌增厚和左心房扩张是可逆的。本试验分析结果可为猫TMT的临床诊断和治疗提供参考。

关键词：短暂性心肌肥厚肥厚型心肌病心力衰竭肺水肿超声心动图猫

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Slowdown of sea surface height rises in the Nordic seas and related mechanisms

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Acta Oceanologica Sinica 2017年第8期36卷 20-33页

作者： SHI Wenqi ZHAO Jinping LIAN Xihu WANG Xiaoyu chen weibin School of Marine Environment Ocean University of ChinaQingdao 266100China National Marine Environmental Monitoring Center Dalian 116023China Numerical Simulation Laboratory North China Sea Marine Forecasting CenterQingdao 11600China

A slowdown of sea surface height （SSH） rise occurred in the Nordic （GIN） seas around 2004. In this study, SSH satellite data and constructed steric height data for the decades before and after 2004 （i.e., May 1994 to April 2014） were used for comparative analysis. The findings indicate that the rate of slowdown of SSH rises in the GIN seas （3.0 mm/a） far exceeded that of the global mean （0.6 mm/a）. In particular, the mean steric height of the GIN seas increased at a rate of 4.5 mm/a and then decreased at a slower pace. This was the main factor responsible for the stagnation of the SSH rises, while the mass factor only increased slightly. The Norwegian Sea particularly experienced the most prominent slowdown in SSH rises, mainly due to decreased warming of the 0-600 m layer. The controlling factors of this decreased warming were cessation in the increase of volume of the Atlantic inflow and stagnation of warming of the inflow. However, variations in air-sea thermal flux were not a major factor. In the recent two decades, mean halosteric components of the GIN seas decreased steadily and remained at a rate of 2 mm/a or more because of increased flow and salinity of the Atlantic inflow during the first decade, and reduction in freshwater inputs from the Arctic Ocean in the second decade.

关键词： Nordic seas sea surface height steric height slowdown in sea level rises

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基于DWT-VMD混合信号分解技术的人体活动识别

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数据采集与处理 2024年第3期39卷 736-749页

作者：陈金瑶李瑞祥王星施伟斌上海理工大学光电信息与计算机工程学院上海200093

在人类活动识别的应用环境中,从原始传感器数据中提取更加有效的特征仍具有挑战性。针对该问题,利用离散小波变换(Discrete wavelet transform,DWT)和变分模式分解(Variational mode decomposition,VMD)的混合信号分解技术提取原始信号... 详细信息

在人类活动识别的应用环境中,从原始传感器数据中提取更加有效的特征仍具有挑战性。针对该问题,利用离散小波变换(Discrete wavelet transform,DWT)和变分模式分解(Variational mode decomposition,VMD)的混合信号分解技术提取原始信号中的显著特征向量。在UCI-HAR数据集与SCUT-NAA数据集上,利用多种机器学习分类算法,例如K近邻、随机森林、LightGBM和XGBoost,对DWT-VMD混合信号分解算法的有效性进行了实验。实验结果表明,与未使用混合信号分解技术相比,使用该技术后识别准确率均有所提高,其中UCI-HAR数据集分类准确率达到98.91%,与未加入分解算法相比提高了1.79%;SCUT-NAA数据集分类准确率达到95.52%,提高了3.2%。在人体活动识别中,利用DWT-VMD混合信号分解技术,能够提取原始信号中更有效的特征,提高识别准确率,具有一定的实用性。

关键词：人体活动识别离散小波变换变分模式分解信号分解机器学习

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