Fluorine-Modulated MXene-Derived Catalysts for Multiphase Sulfur Conversion in Lithium-Sulfur Battery

Fluorine owing to its inherently high electronegativity exhibits charge delocalization and ion dissociation capabilities;as a result,there has been an influx of research studies focused on the utilization of fluorides to optimize solid electrolyte interfaces and provide dynamic protection of electrodes to regulate the reaction and function performance of batteries.Nonetheless,the shuttle effect and the sluggish redox reaction kinetics emphasize the potential bottlenecks of lithium-sulfur batteries.Whether fluorine modulation regulate the reaction process of Li-S chemistry?Here,the TiOF/Ti_(3)C_(2)MXene nanoribbons with a tailored F distribution were constructed via an NH4F fluorinated method.Relying on in situ characterizations and electrochemical analysis,the F activates the catalysis function of Ti metal atoms in the consecutive redox reaction.The positive charge of Ti metal sites is increased due to the formation of O-Ti-F bonds based on the Lewis acid-base mechanism,which contributes to the adsorption of polysulfides,provides more nucleation sites and promotes the cleavage of S-S bonds.This facilitates the deposition of Li_(2)S at lower overpotentials.Additionally,fluorine has the capacity to capture electrons originating from Li_(2)S dissolution due to charge compensation mechanisms.The fluorine modulation strategy holds the promise of guiding the construction of fluorine-based catalysts and facilitating the seamless integration of multiple consecutive heterogeneous catalytic processes.

Illuminating β-arrestin conformational dynamics by fluorine NMR

In a recent paper, solution-state ^(19)F NMR spectroscopy was used to probe the conformational dynamics of β-arrestin-1, an essential adaptor and signaling component of the G-protein couple receptor (GPCR) signaling pathway. This work reveals a highly complex conformational energy landscape of β-arrestin-1, and illuminates the molecular mechanism of the membrane phosphoinositide PIP2-induced β-arrestin-1 activation at residue level.(https://doi.org/10.1038/s41467-023-43694-1).

Revealing Al-O/Al-F reaction dynamic effects on the combustion of aluminum nanoparticles in oxygen/fluorine containing environments:A reactive molecular dynamics study meshing together experimental validation

Improving the energy conversion efficiency in metallic fuel(e.g.,Al)combustion is always desirable but challenging,which often involves redox reactions of aluminum(Al)with various mixed oxidizing environments.For instance,Al-O reaction is the most common pathway to release limited energy while Al-F reaction has received much attentions to enhance Al combustion efficiency.However,microscopic understanding of the Al-O/Al-F reaction dynamics remains unsolved,which is fundamentally necessary to further improve Al combustion efficiency.In this work,for the first time,Al-O/Al-F reaction dynamic effects on the combustion of aluminum nanoparticles(n-Al)in oxygen/fluorine containing environments have been revealed via reactive molecular dynamics(RMD)simulations meshing together combustion experiments.Three RMD simulation systems of Al core/O_(2)/HF,n-Al/O_(2)/HF,and n-Al/O_(2)/CF4 with oxygen percentage ranging from 0%to 100%have been performed.The n-Al combustion in mixed O_(2)/CF_4 environments have been conducted by constant volume combustion experiments.RMD results show that Al-O reaction exhibits kinetic benefits while Al-F reaction owns thermodynamic benefits for n-Al combustion.In n-Al/O_(2)/HF,Al-O reaction gives faster energy release rate than Al-F reaction(1.1 times).The optimal energy release efficiency can be achieved with suitable oxygen percentage of 10%and 50%for n-Al/O_(2)/HF and n-Al/O_(2)/CF_4,respectively.In combustion experiments,90%of oxygen percentage can optimally enhance the peak pressure,pressurization rate and combustion heat.Importantly,Al-O reaction prefers to occur on the surface regions while Al-F reaction prefers to proceed in the interior regions of n-Al,confirming the kinetic/thermodynamic benefits of Al-O/Al-F reactions.The synergistic effect of Al-O/Al-F reaction for greatly enhancing n-Al combustion efficiency is demonstrated at atomicscale,which is beneficial for optimizing the combustion performance of metallic fuel.

Unique double-layer solid electrolyte interphase formed with fluorinated ether-based electrolytes for high-voltage lithium metal batteries

Li metal batteries using high-voltage layered oxides cathodes are of particular interest due to their high energy density.However,they suffer from short lifespan and extreme safety concerns,which are attributed to the degradation of layered oxides and the decomposition of electrolyte at high voltage,as well as the high reactivity of metallic Li.The key is the development of stable electrolytes against both highvoltage cathodes and Li with the formation of robust interphase films on the surfaces.Herein,we report a highly fluorinated ether,1,1,1-trifluoro-2-[(2,2,2-trifluoroethoxy)methoxy]ethane(TTME),as a cosolvent,which not only functions as a diluent forming a localized high concentration electrolyte(LHCE),but also participates in the construction of the inner solvation structure.The TTME-based electrolyte is stable itself at high voltage and induces the formation of a unique double-layer solid electrolyte interphase(SEI)film,which is embodied as one layer rich in crystalline structural components for enhanced mechanical strength and another amorphous layer with a higher concentration of organic components for enhanced flexibility.The Li||Cu cells display a noticeably high Coulombic efficiency of 99.28%after 300 cycles and Li symmetric cells maintain stable cycling more than 3200 h at 0.5 mA/cm^(2) and 1.0m Ah/cm^(2).In addition,lithium metal cells using LiNi_(0.8)Co_(0.1)Mn_(0.1)O_(2) and Li CoO_(2) cathodes(both loadings~3.0 m Ah/cm^(2))realize capacity retentions of>85%over 240 cycles with a charge cut-off voltage of 4.4 V and 90%for 170 cycles with a charge cut-off voltage of 4.5 V,respectively.This study offers a bifunctional ether-based electrolyte solvent beneficial for high-voltage Li metal batteries.

Lithium-ion and solvent co-intercalation enhancing the energy density of fluorinated graphene cathode

Fluorinated carbons CF_xhold the highest theoretical energy density(e.g.,2180 W h kg^(-1)when x=1)among all cathode materials of lithium primary batteries.However,the low conductivity and severe polarization limit it to achieve its theory.In this study,we design a new electrolyte,namely 1 M LiBF_(4)DMSO:DOL(1:9 vol.),achieving a high energy density in Li/CF_xprimary cells.The DMSO with a small molecular size and high donor number successfully solvates Li^(+)into a defined Li^(+)-solvation structure.Such solvated Li^(+)can intercalate into the large-spacing carbon layers and achieve an improved capacity.Consequently,when discharged to 1.0 V,the CF_(1.12)cathode demonstrates a specific capacity of 1944 m A h g^(-1)with a specific energy density of 3793 W h kg^(-1).This strategy demonstrates that designing the electrolyte is powerful in improving the electrochemical performance of CF_(x) cathode.

All-fluorinated electrolyte for non-flammable batteries with ultra-high specific capacity at 4.7 V

Li metal batteries(LMBs)with LiNi_(0.8)Mn_(0.1)Co_(0.1)O_(2)(NMC811)cathodes could release a specific energy of>500 Wh kg^(-1) by increasing the charge voltage.However,high-nickel cathodes working at high voltages accelerate degradations in bulk and at interfaces,thus significantly degrading the cycling lifespan and decreasing the specific capacity.Here,we rationally design an all-fluorinated electrolyte with addictive tri(2,2,2-trifluoroethyl)borate(TFEB),based on 3,3,3-fluoroethylmethylcarbonate(FEMC)and fluoroethylene carbonate(FEC),which enables stable cycling of high nickel cathode(LiNi_(0.8)Co_(0.1)Mn_(0.1)O_(2),NMC811)under a cut-off voltage of 4.7 V in Li metal batteries.The electrolyte not only shows the fire-extinguishing properties,but also inhibits the transition metal dissolution,the gas production,side reactions on the cathode side.Therefore,the NMC811||Li cell demonstrates excellent performance by using limited Li and high-loading cathode,delivering a specific capacity>220 mA h g^(-1),an average Coulombic efficiency>99.6%and capacity retention>99.7%over 100 cycles.

Fluoridation routes,function mechanism and application of fluorinated/fluorine-doped nanocarbon-based materials for various batteries:A review

With the popularity and widespread applications of electronics,higher demands are being placed on the performance of battery materials.Due to the large difference in electronegativity between fluorine and carbon atoms,doping fluorine atoms in nanocarbon-based materials is considered an effective way to improve the performance of used battery.However,there is still a blank in the systematic review of the mechanism and research progress of fluorine-doped nanostructured carbon materials in various batteries.In this review,the synthetic routes of fluorinated/fluorine-doped nanocarbon-based(CF_x)materials under different fluorine sources and the function mechanism of CF_x in various batteries are reviewed in detail.Subsequently,judging from the dependence between the structure and electrochemical performance of nanocarbon sources,the progress of CF_x based on different dimensions(0D–3D)for primary battery applications is reviewed and the balance between energy density and power density is critically discussed.In addition,the roles of CF_x materials in secondary batteries and their current applications in recent years are summarized in detail to illustrate the effect of introducing F atoms.Finally,we envisage the prospect of CF_x materials and offer some insights and recommendations to facilitate the further exploration of CF_x materials for various high-performance battery applications.

Study on Distribution Characteristics and Occurrence Form of Soil Fluorine in Sorghum Base of Renhuai City

In order to find out the effects of soil fluorine on ecological environment and crop safety in the sorghum cultivation base of Renhuai City, Guizhou Province, the content and the occurrence forms of soil fluorine and its influencing factors of Maoba Town were investigated and studied. The results showed that the total fluorine content in the soil of the sorghum base ranged from 668.60 to 2 596.80 mg/kg, with an average of 1 483.25 mg/kg, which was 3.10 and 1.85 times of the national soil background value and the average value of the soil in endemic areas, respectively. The spatial distribution of fluorine in the soil of the study area was uneven, and the fluorine content was in the order of Anliang Village>Yangliu Village>Houba Village>Xiongfeng Village. The soil fluorine contents of various forms varied greatly, and the distribution law was as follows: residual state>water soluble state>organically bound state>exchangeable state>Fe/Mn-F state. The residual fluorine content was the highest, accounting for more than 99% of total fluorine content, while the sum of other four forms was less than 1%, with their respective proportions ranging from 0.10% to 0.30%. The content and proportion of available fluorine in water-soluble and exchangeable states were relatively low, which had limited influence on the surrounding water environment and crop safety. The physicochemical properties of soil, such as pH, organic matter, cation exchange capacity and clay particles had a certain influence on the occurrence forms of soil fluorine, thus changing the availability and migration of soil fluorine, which might endanger the ecological environment safety, food safety and human health.

Constructing Bidirectional Fluorine-Rich Electrode/Electrolyte Interphase Via Solvent Redistribution toward Long-Term Sodium Battery

The high concentration electrolytes with specific solvation structure could passivate the electrodes to prolong battery cycle life but at the expense of increased cost,which limits the wide application in commercialization.The regular concentration(1_(M))electrolytes with suitable properties(viscosity,ionic conductivity,etc.)are cost-guaranteed,but undesired reactions would always occur and lead to battery degradation during long cycles.To promote the long-term cycle stability in a cost-effective way,this work constructs bidirectional fluorine-rich electrode/electrolyte interphase(EEI)by redistribution of solvents and electrochemical induction.The fluorinated effect with reasonable zoning planning restricts morphological disintegration,meanwhile,forms spatial confinement on cathode.In particular,the obtained cathode electrolyte interphase(CEI)gets the ample ability of Na^(+)transport,which benefits from the fluorinated organics arranged in the epitaxy and the hemi-carbonate content acting on the thickness.Thus,the electrochemical long cycling performance of F-NVPOFⅡF-CC full cells is significantly enhanced(the decay rate at 1 C per cycle is as low as 0.01%).Such a fluorine-rich EEI engineering is expected to take transitional layers against the degradation of cells and make ultra-long cycle batteries possible.

A robust fluorine-containing ceramic cathode for direct CO_(2) electrolysis in solid oxide electrolysis cells

Stro ntium-doped lanthanum ferrite(LSF)is a potential ceramic cathode for direct CO_(2) electrolysis in solid oxide electrolysis cells(SOECs),but its application is limited by insufficient catalytic activity and stability in CO_(2)-containing atmospheres.Herein,a novel strategy is proposed to enhance the electrolytic performance as well as chemical stability,achieved by doping F into the O-site of the perovskite LSF.Doping F does not change the phase structure but reduces the cell volume and improves the chemical stability in a CO_(2)-rich atmosphere.Importantly,F doping favors oxygen vacancy formation,increases oxygen vacancy concentration,and enhances the CO_(2) adsorption capability.Meanwhile,doping with F greatly improves the kinetics of the CO_(2) reduction reaction.For example,kchem increases by 78%from3.49×10^(-4) cm s^(-1) to 6.24×10^(-4) cm s^(-1),and Dchem doubles from 4.68×10^(-5) cm^(2) s^(-1) to 9.45×10^(-5)cm^(2) s^(-1).Consequently,doping F significantly increases the electrochemical performance,such as reducing R_(p) by 52.2%from 0.226Ωcm^(2) to 0.108Ωcm^(2) at 800℃.As a result,the single cell with the Fcontaining cathode exhibits an extremely high current density of 2.58 A cm^(-2) at 800℃and 1.5 V,as well as excellent durability over 200 h for direct CO_(2) electrolysis in SOECs.

The concentration of fluorine in coals and gangue of China

A detailed comparison was done between the data about the F in coals published at home and abroad, and associated with the special situation in China. An introduction also was made to illuminate the forming, occurrence and accumulation of the F in coals and its potential hazard to human and environment. Analytical data of coal samples were referred to study the great difference of the F content between coals and gangue. The results show that the average value of the F in the coal samples collected in different coalfields of China is 304x10^6, while that of gangue samples is surprisingly 1 319x10^6, especially the F content of coal ash from Bangmai in Yunnan Province reaches 4 800x10^6. It has been proved in many provinces of China that burning the coal and clay mixture can produce F contamination.

Evaluation of the biological toxicity of fluorine in Antarctic krill

Antarctic krill is a potentially nutritious food source for humans, but lfuorine （F） toxicity is a matter of concern. To evaluate the toxicity of F in Antarctic krill, 30 Wistar rats were divided into three groups with different dietary regimens：a control group, a krill treatment group （150 mg＆#183;kg-1 F）, and a sodium lfuoride （NaF） treatment group （150 mg＆#183;kg-1 F）. After three months, F concentrations in feces, plasma, and bone were determined, and the degree of dental and skeletal lfuorosis was assessed. The F concentrations in plasma and bone from the krill treatment group were 0.167 0＆#177;0.020 4 mg.L-1 and 2 709.8＆#177;301.9 mg＆#183;kg-1, respectively, compared with 0.043 8＆#177;0.005 5 mg＆#183;L-1 and 442.4＆#177;60.7 mg＆#183;kg-1, respectively, in samples from the control group. Concentrations of F in plasma and bone in the krill treatment group were higher than in the control group, but lower than in the NaF treatment group. The degree of dental lfuorosis in the krill treatment group was moderate, compared with severe in the NaF treatment group and normal in the control group. The degree of skeletal lfuorosis did not change signiifcantly in any group. These results showed that the toxicity of F in Antarctic krill was lower than for an equivalent concentration of F in NaF, but it was toxic for rats consuming krill in large quantities. To conclude, we discuss possible reasons for the reduced toxicity of F in Antarctic krill. The present study provides a direct toxicological reference for the consideration of Antarctic krill for human consumption.

^(18)F-FDG PET/CT征象及Ki-67表达与肺腺癌EGFR突变相关性研究

目的探讨^(18)F-FDG PET/CT征象及Ki-67表达与肺腺癌表皮生长因子受体(epidermal growth factor receptor,EGFR)突变的相关性。方法回顾分析95例经病理证实肺腺癌患者的^(18)F-FDG PET/CT征象、EGFR突变检测结果、Ki-67表达及一般临床资料。分析PET/CT征象(包括毛刺征、分叶征、胸膜牵拉征、血管集束征、空泡征、支气管截断征、SUVmax)、Ki-67表达、性别、年龄、吸烟史与EGFR突变状态的相关性。采用受试者工作特征(receiver operating characteristic,ROC)曲线计算最大标准摄取值(SUVmax)的截断值,Logistic回归分析影响EGFR突变的预测因素。结果EGFR突变患者的SUVmax值明显低于野生型患者(t=2.813,P=0.006),21号外显子突变患者的SUVmax低于野生型患者(t=3.274,P=0.002),野生型患者与19号外显子突变患者的SUV m a x差异无统计学意义(t=1.323,P=0.193),两种不同类型突变型SUVmax差异无统计学意义(t=-1.579,P=0.124)。ROC曲线分析显示,SUVmax预测EGFR突变的截断值为6.36。EGFR突变患者的Ki-67与野生型相比更易发生低表达(χ^(2)=4.867,P=0.027),21号外显子突变型患者Ki-67表达与野生型差异有统计学意义(χ^(2)=5.576,P=0.018),19号外显子突变型与野生型Ki-67表达差异无统计学意义(χ^(2)=0.328,P=0.567),两种不同类型突变型Ki-67表达差异无统计学意义(χ^(2)=1.791,P=0.181)。单因素分析结果显示,性别、吸烟、分叶征、血管集束征及SUVmax与EGFR突变有关(P<0.05),而年龄、毛刺征、胸膜牵拉征、空泡及支气管截断征与EGFR突变无关(P>0.05)。根据Logistic多因素分析的结果,性别、血管集束征和SUVmax是预测EGFR突变的独立因素(P<0.05)。结论SUVmax是预测肺腺癌EGFR突变的独立因素,在预测EGFR突变中具有一定的参考价值。

Adsorption of fluorine and chlorine on Mg(0001) surface:A density functional theory investigation

The adsorption of low-coverage of F and Cl adatoms on the Mg（0001） surface was investigated using first-principles calculations based on the density functional theory（DFT）.The stability of the（2×2） structures formed by halogen atoms adsorbed at different sites was determined.The difference between the adsorption of F and Cl on Mg（0001） surface was also discussed.The calculation results show that hollow sites are the energetically most favorable at the low-coverage.It can be concluded from the Mulliken charges and density of states that electrons transfer from the substrate Mg atoms to the adatoms,which leads to the formation of adsorbate bond and further causes the stronger interaction between Mg atom and adatom.The interaction between Cl and Mg atoms is weaker than the interaction between F and Mg.

人参皂苷Rg3通过调控E2F1对人胃癌SGC-7901细胞生物行为学的影响

目的探究人参皂苷Rg3通过调控E2F1对人胃癌SGC-7901细胞生物行为学的影响。方法MTT测定不同浓度人参皂苷Rg3(0、80、160、320μmol·L^(-1))对细胞增殖影响;流式细胞术测定不同浓度人参皂苷Rg3对细胞凋亡的影响;划痕愈合实验和Transwell实验测定不同浓度人参皂苷Rg3对细胞迁移及侵袭的影响;Western blot测定不同浓度人参皂苷Rg3对E2F1、MMP-2、MMP-9、BCL-2、Bax表达的影响。结果80、160、320μmol·L^(-1)人参皂苷Rg3组细胞存活率与空白对照组比较明显降低,且呈浓度依赖性(P<0.05)。80、160、320μmol·L^(-1)人参皂苷Rg3组细胞凋亡率与空白对照组比较明显增加,且呈浓度依赖性(P<0.05)。80、160、320μmol·L^(-1)人参皂苷Rg3组细胞迁移数目与空白对照组比较明显降低,且呈浓度依赖性(P<0.05)。80、160、320μmol·L^(-1)人参皂苷Rg3组细胞侵袭数目与空白对照组比较明显降低,且呈浓度依赖性(P<0.05)。80、160、320μmol·L^(-1)人参皂苷Rg3组E2F1 mRNA与E2F1蛋白表达量相较空白对照组明显减少且,呈浓度依赖性(P<0.05)。80、160、320μmol·L^(-1)人参皂苷Rg3组细胞中MMP-2、MMP-9、BCL-2蛋白表达量与空白对照组比较明显降低,BCL-2与空白对照组比较明显升高,且呈浓度依赖性(P<0.05)。结论人参皂苷Rg3能降低胃癌SGC-7901细胞增殖能力,抑制细胞迁移及侵袭能力,同时还促进SGC-7901细胞凋亡,且具有浓度依赖性,其作用机制可能通过E2F1因子下调MMP-2、MMP-9、BCL-2表达,上调Bax表达有关。

血清抗着丝粒蛋白F抗体在乳腺癌中的临床价值探讨

目的:探讨血清抗着丝粒蛋白F抗体(anti-centromere protein F antibody,anti-CENPF)在乳腺癌中的临床价值。方法:收集100例初诊乳腺癌(breast cancer,BC)患者、40例乳腺良性疾病(non breast cancer,non-BC)患者和40名健康体检者(healthy control,HC)血清,采用酶联免疫吸附试验检测血清中的anti-CENPF水平,同时化学发光法测定血清糖类抗原153(carbohydrate antigen 153,CA153)的水平。结果:BC组血清anti-CENPF水平高于non-BC组和HC组,差异有统计学意义(P<0.05)。anti-CENPF和CA153诊断乳腺癌中的曲线下面积(area under the curve,AUC)分别为0.714和0.672,两者联合检测的AUC为0.739。有淋巴结转移、远处转移或者人表皮生长因子受体2(human epidermal growth factor receptor-2,HER-2)阴性的乳腺癌患者血清anti-CENPF浓度明显升高(P<0.05)。不同肿瘤大小、临床分期、分子分型乳腺癌患者血清anti-CENPF水平比较,差异有统计学意义(P<0.05)。组间比较显示Ⅳ期和Ⅲ期血清anti-CENPF浓度高于Ⅰ期和Ⅱ期,HER-2过表达型、Luminal B型血清anti-CENPF水平低于三阴性乳腺癌(triple negative breast cancer,TNBC)患者。雌激素受体(receptors estrogen,ER)阳性的乳腺癌患者中,HER-2阴性组的anti-CENPF浓度高于HER-2阳性组,差异有统计学意义(P=0.026)。结论:血清antiCENPF在乳腺癌的诊断、临床分期及分子分型中发挥了重要作用,其水平可能与乳腺癌预后呈负相关,有望成为乳腺癌潜在的疾病标志物。

新型^(18)F-FES PET/CT无创功能性诊断乳腺癌迟发性肺转移致霍纳综合征一例

激素受体阳性、人表皮生长因子受体2型阴性(HR^(+)/HER2^(-))乳腺癌是最常见的乳腺癌分子亚型,可表现为术后10~15年以上的迟发性复发,且其肺转移病灶需与原发性肺癌相鉴别。本文报道1例HR^(+)/HER2^(-)乳腺癌术后16年迟发性肺转移致霍纳综合征患者,采用^(18)F-FDG PET/CT难以判断肿瘤来源,穿刺活检风险高,经北京协和医院新型^(18)F-FES PET/CT无创功能性诊断为乳腺癌肺上叶雌激素受体(estrogen receptor,ER)阳性转移,给予CDK4/6抑制剂+芳香化酶抑制剂内分泌解救治疗后获得缓解。本文总结该患者的临床表现及诊治经过,为新型^(18)F-FES PET/CT评估乳腺癌患者转移灶的ER表达情况及指导后续个体化诊疗提供借鉴。

石榴F3'H全基因组分析及其在籽粒花色苷合成中的作用

【目的】对石榴PgF3’H进行全基因组鉴定,了解其成员大小、位置、结构、系统发育关系及顺式作用元件等相关信息,分析PgF3’H在石榴籽粒花色苷合成中的作用。【方法】通过生物信息学分析结合转录组数据了解石榴PgF3’H基因家族成员,分析其在不同品种石榴籽粒中随发育期的表达情况,并通过农杆菌介导拟南芥异源转化试验验证PgF3’H3的功能。【结果】鉴定到的3个PgF3’H成员均含有保守结构域CYP75B,具有比较保守的基因结构;对它们的顺式作用元件和表达情况进行分析,表明PgF3’H2和PgF3’H可能受光和激素调节,由MYB转录调控其表达,在石榴籽粒花色苷合成中发挥重要作用;初步验证了PgF3’H3的功能。【结论】鉴定了石榴3个PgF3’H基因成员,明确了PgF3’H2和PgF3’H3是与籽粒着色有关的重要候选基因,验证了PgF3’H3调控花色苷合成的功能。

基于FasterNet和YOLOv5改进的玻璃绝缘子自爆缺陷快速检测方法

为了实现对电力输电线路中绝缘子缺陷实时快速的巡检需求,提出了一种结合FasterNet-tiny和YOLOv5-s-v6.1网络模型改进的缺陷快速检测算法FasterNet-YOLOv5。首先引入参数量小推理速度更快的FasterNet网络替换原先的CSPDarkNet53主干网络,加快网络的检测速度。然后结合由GhostNetv2网络提出的解耦全连接注意力机制(decoupled fully connected,DFC),在主干特征提取网络中设计了DFC-FasterNet模块,模块中的DFC Attention机制可以在特征提取过程中增大感受野,提升网络的检测精度。最后针对玻璃绝缘子自爆缺陷目标较小和背景较复杂的情况,重新设计Neck模块,提出BiFPN-F特征融合模块,使网络更精确地定位绝缘子缺陷区域。实验结果表明:改进后的算法可以快速精准定位,其均值平均精度(mean average precision,mAP)达到93.3%,相较于改进前提升5.67%,检测速度达到45.7 Hz,较改进前提升近1倍。同时与最新的YOLOv8n和YOLOv7-tiny相比,改进后的FasterNet-YOLOv5在自爆缺陷上的检测精度和速度更具优势,该文所提算法能够更快速地对绝缘子及其自爆缺陷实时定位识别。

船舶永磁同步推进电机的优化I/f起动控制方法

为解决高转矩与高转动惯量的船舶推进电机在开环I/f控制中转速和转矩波动大、电机易失步、效率低的问题,提出一种I/f控制改进方法。通过建立转矩角观测器,调节给定电流矢量的幅值,使其跟随负载转矩变化,提高系统鲁棒性。同时,将电机运行状态推进至接近最大转矩电流比状态,提高电机的运行效率;通过瞬时有功功率调节电流矢量的角速度,降低电磁转矩波动,加快电机的转速收敛过程。最后,在Matlab/Simulink中进行仿真实验,实验结果表明该方法可以显著提高推进电机运行效率和稳定性。