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多三相容错FSCW-IPM极槽配合分析 被引量:4
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作者 汪波 王荣鑫 +1 位作者 程明 花为 《中国电机工程学报》 北大核心 2025年第1期352-360,I0029,共10页
分数槽集中绕组(fractional slot concentrated winding,FSCW)具有模块化定子和单齿缠绕的绕组形式,内置式永磁转子具有较小的永磁磁通和故障电流。为了实现良好的容错性能,文中将FSCW与内置式永磁转子结合,并采用多三相绕组结构来实现... 分数槽集中绕组(fractional slot concentrated winding,FSCW)具有模块化定子和单齿缠绕的绕组形式,内置式永磁转子具有较小的永磁磁通和故障电流。为了实现良好的容错性能,文中将FSCW与内置式永磁转子结合,并采用多三相绕组结构来实现电机的容错能力。同时,还研究电机可行的槽极组合,对电机的磁动势谐波、转矩、凸极率、电感特性、容错能力等性能进行详细的分析与比较,总结电磁性能与容错能力随槽极组合变化的规律。研究结果表明,当极槽数接近时,电机表现出最佳的电磁性能,而容错能力则随着转子极数的增加而增强。最后,通过加工和测试18s14p内置式分数槽集中式绕组电机原型样机来验证分析的正确性。 展开更多
关键词 分数槽集中绕组 磁动势 容错 内置永磁体 多三相 极槽配合
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企业知识产权管理与创新——来自企业IPMS认证的证据
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作者 彭大地 蒋殿春 《贵州财经大学学报》 北大核心 2025年第3期80-89,共10页
企业知识产权管理是企业实现创新发展的关键技能。文章以企业知识产权管理体系认证(企业IPMS认证,GB/T 29490-2013)为准自然实验,利用2007—2022年沪深A股上市公司数据,探究企业知识产权管理对企业创新的影响与作用机制。研究发现,企业I... 企业知识产权管理是企业实现创新发展的关键技能。文章以企业知识产权管理体系认证(企业IPMS认证,GB/T 29490-2013)为准自然实验,利用2007—2022年沪深A股上市公司数据,探究企业知识产权管理对企业创新的影响与作用机制。研究发现,企业IPMS认证可以显著提高企业创新水平,这种影响主要通过提升企业创新效率、强化企业知识产权保护能力以及缓解企业融资约束三种渠道实现。异质性分析表明,企业IPMS认证对于中小型企业和知识产权规模相对较小的企业具有更为显著的创新激励作用,呈现出“雪中送炭”而非“锦上添花”的政策效果,且这种影响主要集中在高知识产权保护水平地区。拓展分析显示,企业IPMS认证还可以提升企业创新质量,全面推动企业创新“提质增量”。现有文献主要关注我国知识产权外部环境对企业创新的影响,文章将研究视角转向企业内部,揭示了知识产权管理因素在企业创新及其发展中的重要作用,也为理解与优化我国企业IPMS认证工作提供了重要的理论依据与经验证据。 展开更多
关键词 企业知识产权管理 ipmS认证 企业创新 知识产权保护 创新质量
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Development and Evaluation of IPM Modules for the Management of Guava Fruit Fly
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作者 Mahesh Math Kotikal YK Venkateshalu 《Journal of Zoological Research》 2020年第2期1-5,共5页
Field studies were carried out during kharif 2016 and summer 2017 at Udyanagiri,UHS,Bagalkot,Karnataka,India to evaluate IPM modules against fruit fly in an already established guava orchard of variety Sardar(L-49).Am... Field studies were carried out during kharif 2016 and summer 2017 at Udyanagiri,UHS,Bagalkot,Karnataka,India to evaluate IPM modules against fruit fly in an already established guava orchard of variety Sardar(L-49).Among four modules,the mean fruit damage was significantly the lowest in M3(0.68%)followed by M2(1.19%)and M1(2.21%)and were on par with each other during kharif 2016.During summer 2017,M3 recorded significantly lowest damage(0.59%)followed by M2(0.92%)and M1(2.41%)but were on with each other.The highest per cent protection was afforded by M3(95.76 and 96.76,respectively)during 2016 and 2017.The average fruit yield over the years of experimentation revealed significantly the highest fruit yield(8.13 t/ha)from M3 followed by M2(7.32 t/ha)and M1(5.31 t/ha).Among the four modules,highest B:C was from M3(7.65)followed by M2(6.67)and M1(4.91). 展开更多
关键词 EVALUATION ipm modules GUAVA Fruit fly MANAGEMENT Northern dry zone
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Remaining Life Prediction Method for Photovoltaic Modules Based on Two-Stage Wiener Process 被引量:1
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作者 Jie Lin Hongchi Shen +1 位作者 Tingting Pei Yan Wu 《Energy Engineering》 EI 2025年第1期331-347,共17页
Photovoltaic (PV) modules, as essential components of solar power generation systems, significantly influence unitpower generation costs.The service life of these modules directly affects these costs. Over time, the p... Photovoltaic (PV) modules, as essential components of solar power generation systems, significantly influence unitpower generation costs.The service life of these modules directly affects these costs. Over time, the performanceof PV modules gradually declines due to internal degradation and external environmental factors.This cumulativedegradation impacts the overall reliability of photovoltaic power generation. This study addresses the complexdegradation process of PV modules by developing a two-stage Wiener process model. This approach accountsfor the distinct phases of degradation resulting from module aging and environmental influences. A powerdegradation model based on the two-stage Wiener process is constructed to describe individual differences inmodule degradation processes. To estimate the model parameters, a combination of the Expectation-Maximization(EM) algorithm and the Bayesian method is employed. Furthermore, the Schwarz Information Criterion (SIC) isutilized to identify critical change points in PV module degradation trajectories. To validate the universality andeffectiveness of the proposed method, a comparative analysis is conducted against other established life predictiontechniques for PV modules. 展开更多
关键词 Photovoltaic modules DEGRADATION stochastic processes lifetime prediction
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Development of High-Thrust and Double-Sided Linear Synchronous Motor Module For Liquid Crystal Display Equipment
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作者 Myung-jin CHUNG Sang-yeon HWANG 《Journal of Measurement Science and Instrumentation》 CAS 2010年第S1期114-117,共4页
Recently,there is an increasing requirement for controlling linear motion up to a few hundred of millimeter strokes in the area of the liquid crystal display(LCD) production equipment.The requirements of the motion sy... Recently,there is an increasing requirement for controlling linear motion up to a few hundred of millimeter strokes in the area of the liquid crystal display(LCD) production equipment.The requirements of the motion system for LCD production equipment are high acceleration and high velocity with positioning accuracy.To satisfy these requirements,it has to be designed with the high-thrust force and low velocity ripple.In this work, high-thrust and double-sided linear synchronous motor (LSM)module is proposed and the developed high-thrust and double-sided LSM module is verified by performance test. 展开更多
关键词 high-thrust double-sieded linear synchronous motor module LCD equipment
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Design of Dismantling and Recycling Equipment for Junction Boxes of Waste Crystal Silicon Photovoltaic Modules
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作者 Zhansheng ZHANG Yunfeng MA +3 位作者 Lu ZHENG Litong NIU Yi ZHANG Fei ZHENG 《Meteorological and Environmental Research》 CAS 2022年第5期68-72,共5页
The dismantling and recycling of junction boxes,which is an important part of the photovoltaic module recycling process,was tested and designed scientifically.The equipment framework was built by three-dimensional sim... The dismantling and recycling of junction boxes,which is an important part of the photovoltaic module recycling process,was tested and designed scientifically.The equipment framework was built by three-dimensional simulation,and then the design of dismantling and recycling equipment for junction boxes of waste crystal silicon photovoltaic modules was completed through the experimental test and data analysis.The experimental results show that the initial idea of the dismantling scheme is correct,and the structure is feasible.However,some problems were not considered.This study provides reliable data support for the subsequent equipment development and ensures the smooth development of the subsequent design work. 展开更多
关键词 Waste photovoltaic modules RECYCLING Junction box dismantling Three-dimensional simulation Equipment development
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EL-DenseNet:Mushroom Recognition Based on Erasing Module Using DenseNet
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作者 WANG Yaojun ZHAO Weiting +1 位作者 BIE Yuhui JIA Lu 《农业机械学报》 北大核心 2025年第9期628-637,共10页
Target occlusion poses a significant challenge in computer vision,particularly in agricultural applications,where occlusion of crops can obscure key features and impair the model’s recognition performance.To address ... Target occlusion poses a significant challenge in computer vision,particularly in agricultural applications,where occlusion of crops can obscure key features and impair the model’s recognition performance.To address this challenge,a mushroom recognition method was proposed based on an erase module integrated into the EL-DenseNet model.EL-DenseNet,an extension of DenseNet,incorporated an erase attention module designed to enhance sensitivity to visible features.The erase module helped eliminate complex backgrounds and irrelevant information,allowing the mushroom body to be preserved and increasing recognition accuracy in cluttered environments.Considering the difficulty in distinguishing similar mushroom species,label smoothing regularization was employed to mitigate mislabeling errors that commonly arose from human observers.This strategy converted hard labels into soft labels during training,reducing the model’s overreliance on noisy labels and improving its generalization ability.Experimental results showed that the proposed EL-DenseNet,when combined with transfer learning,achieved a recognition accuracy of 96.7%for mushrooms in occluded and complex backgrounds.Compared with the original DenseNet and other classic models,this approach demonstrated superior accuracy and robustness,providing a promising solution for intelligent mushroom recognition. 展开更多
关键词 mushroom recognition erase module label smoothing DenseNet
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IPM模块散热片变色研究
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作者 龚平 陈莉 +1 位作者 顾振宇 潘效飞 《电子与封装》 2025年第2期30-33,共4页
智能功率模块(IPM)封装往往采用散热片外露的形式以提高其与外部环境的热交换效率。散热片通常是由具有高导热率的框架或者基板(如双面覆铜陶瓷基板)制成。由于陶瓷基板的结构特性,基板外露在塑封体外部一侧的铜层在镀锡过程中不会被锡... 智能功率模块(IPM)封装往往采用散热片外露的形式以提高其与外部环境的热交换效率。散热片通常是由具有高导热率的框架或者基板(如双面覆铜陶瓷基板)制成。由于陶瓷基板的结构特性,基板外露在塑封体外部一侧的铜层在镀锡过程中不会被锡层覆盖,因此会出现表面变色问题。对具有双面敷铜陶瓷基板的IPM模块的散热片变色现象展开分析,总结了变色的处理方法、预防措施以及各自的优缺点。研究结果表明,在封装工艺设计中,将处理与预防方法相结合,才能有效解决IPM封装中双面覆铜陶瓷基板散热片的变色问题。 展开更多
关键词 ipm封装 双面覆铜陶瓷基板 变色
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有害生物综合防治(IPM)技术应用示范
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作者 徐丽学 李炎渊 耿艳丽 《云南农业》 2025年第11期71-72,共2页
昆明市官渡区农作物种植种类多,病虫害发生频繁,部分区域与花卉轮作或间作,病虫害控制难度大,同时种植区大多处于滇池流域,为追求生产利益,农户以化学农药防治为主且盲目增加农药防治次数和用量,不仅造成甜菜夜蛾等害虫抗药性逐年上升,... 昆明市官渡区农作物种植种类多,病虫害发生频繁,部分区域与花卉轮作或间作,病虫害控制难度大,同时种植区大多处于滇池流域,为追求生产利益,农户以化学农药防治为主且盲目增加农药防治次数和用量,不仅造成甜菜夜蛾等害虫抗药性逐年上升,且对生态环境有负面影响。 展开更多
关键词 病虫害 ipm技术 官渡区 农作物
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Hydrophobic surface release and energy-level alignment of PTAA enables stable flexible perovskite solar modules
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作者 Hua Zhong Jianxing Xia +2 位作者 Hao Tian Chuanxiao Xiao Fei Zhang 《Journal of Energy Chemistry》 2025年第10期448-454,共7页
The fabrication of efficient and stable flexible perovskite solar modules(F-PSMs)using poly[bis(4-phenyl)(2,4,6-trimethylphenyl)amine](PTAA)remains a significant challenge due to its hydrophobic properties and the mis... The fabrication of efficient and stable flexible perovskite solar modules(F-PSMs)using poly[bis(4-phenyl)(2,4,6-trimethylphenyl)amine](PTAA)remains a significant challenge due to its hydrophobic properties and the mismatch in interface energy-level alignment.Here,we introduced[2-(3,6-dimethoxy-9H-carba zol-9-yl)ethyl]phosphonic acid(MeO-2PACz)to modify the PTAA layer,which effectively suppressed surface potential fluctuations and aligned energy levels at the interface of PTAA/perovskite.Additionally,MeO-2PACz enhanced the hydrophilicity of PTAA,facilitating the fabrication of dense,uniform,and pinhole-free perovskite films on large-area flexible substrates.As a result,we achieved an F-PSM with a power conversion efficiency(PCE)of 16.6% and an aperture area of 64 cm^(2),which is the highest reported value among F-PSMs with an active area exceeding 35 cm^(2)based on PTAA.Moreover,the encapsulated module demonstrated outstanding long-term operational stability,retaining 90.2% of its initial efficiency after 1000 bending cycles(5 mm radius),87.2% after 1000 h of continuous illumination,and 80.3% under combined thermal and humid conditions(85℃ and 85% relative humidity),representing one of the most stable F-PSMs reported to date. 展开更多
关键词 FLEXIBLE Perovskite solar modules STABILITY
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Simple Yetter-Drinfeld Modules over a Non-Pointed Hopf Algebra
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作者 Ruifang YANG Shilin YANG 《Journal of Mathematical Research with Applications》 2025年第6期716-734,共19页
Let D(n)be the finite dimensional non-pointed and non-semisimple Hopf algebra,which is a quotient of a prime Hopf algebras of GK-dimension one for an odd number n>1.In this paper,we investigate the structure of Yet... Let D(n)be the finite dimensional non-pointed and non-semisimple Hopf algebra,which is a quotient of a prime Hopf algebras of GK-dimension one for an odd number n>1.In this paper,we investigate the structure of Yetter-Drinfeld simple modules over D(n)and give iso-classes of them. 展开更多
关键词 Hopf algebra Yetter-Drinfeld module Nichols algebra
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Two-tailed modification module tuned steric-hindrance effect enabling high therapeutic efficacy of paclitaxel prodrug nanoassemblies
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作者 Wenfeng Zang Yixin Sun +9 位作者 Jingyi Zhang Yanzhong Hao Qianhui Jin Hongying Xiao Zuo Zhang Xianbao Shi Jin Sun Zhonggui He Cong Luo Bingjun Sun 《Chinese Chemical Letters》 2025年第5期453-459,共7页
Self-assembled prodrug nanomedicine has emerged as an advanced platform for antitumor therapy,mainly comprise drug modules,response modules and modification modules.However,existing studies usually compare the differe... Self-assembled prodrug nanomedicine has emerged as an advanced platform for antitumor therapy,mainly comprise drug modules,response modules and modification modules.However,existing studies usually compare the differences between single types of modification modules,neglecting the impact of steric-hindrance effect caused by chemical structure.Herein,single-tailed modification module with low-steric-hindrance effect and two-tailed modification module with high-steric-hindrance effect were selected to construct paclitaxel prodrugs(P-LA_(C18)and P-BAC18),and the in-depth insights of the sterichindrance effect on prodrug nanoassemblies were explored.Notably,the size stability of the two-tailed prodrugs was enhanced due to improved intermolecular interactions and steric hindrance.Single-tailed prodrug nanoassemblies were more susceptible to attack by redox agents,showing faster drug release and stronger antitumor efficacy,but with poorer safety.In contrast,two-tailed prodrug nanoassemblies exhibited significant advantages in terms of pharmacokinetics,tumor accumulation and safety due to the good size stability,thus ensuring equivalent antitumor efficacy at tolerance dose.These findings highlighted the critical role of steric-hindrance effect of the modification module in regulating the structureactivity relationship of prodrug nanoassemblies and proposed new perspectives into the precise design of self-assembled prodrugs for high-performance cancer therapeutics. 展开更多
关键词 Prodrug nanoassemblies Two-tailed modification module Steric-hindrance PACLITAXEL Anticancer
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A review of encapsulation methods and geometric improvements of perovskite solar cells and modules for mass production and commercialization
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作者 Wending Yang Yubo Zhang +2 位作者 Chengchao Xiao Jingxuan Yang Tailong Shi 《Nano Materials Science》 2025年第6期790-809,共20页
Owing to the outstanding optoelectronic properties of perovskite materials,perovskite solar cells(PSCs)have been widely studied by academic organizations and industry corporations,with great potential to become the ne... Owing to the outstanding optoelectronic properties of perovskite materials,perovskite solar cells(PSCs)have been widely studied by academic organizations and industry corporations,with great potential to become the next-generation commercial solar cells.However,critical challenges remain in preserving high efficiency practical large-scale commercialized PSCs:a)the long-term stability of the cell materials and devices,b)lead leakage,and c)methods to scale the cells for larger area applications.This paper summarizes the prior-art strategies to address the above challenges,including the latest studies on the traditional glass-glass and thin-film encapsulation methods to better improve the reliability of PSCs,new technologies for preventing lead leakage,and geometric improvement strategies to enhance the reliability,efficiency,and performance of perovskite solar modules(PSMs).Through these strategies,the device achieved enhanced performance in long-term stability tests.The encapsulation resulted in a high lead leakage inhibition rate of up to 99%,and the PSMs possessed a geometric fill factor of 99.6%and a power conversion efficiency(PCE)of 20.7%.The dramatic improvement of efficiency and reliability of perovskite solar cells and modules indicate the great potential for mass production and commer-cialization of perovskite solar applications in the near future. 展开更多
关键词 Perovskite solar modules ENCAPSULATION Geometric improvement Stability COMMERCIALIZATION
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Wood-derived catalysts for green and stable Fenton-like chemistry:From basic mechanisms to catalytic modules and future inspiration
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作者 Xiaoyun Lei Hanghang Zhao +2 位作者 Chao Bai Longlong Geng Xing Xu 《Chinese Chemical Letters》 2025年第10期212-225,共14页
Most carbon-based catalysts utilized in Fenton-like systems face challenges such as structural instability,susceptibility to deactivation,and a tendency to disperse during operation.Wood-derived catalysts have garnere... Most carbon-based catalysts utilized in Fenton-like systems face challenges such as structural instability,susceptibility to deactivation,and a tendency to disperse during operation.Wood-derived catalysts have garnered considerable attention due to their well-defined structures,extensive pipeline networks,superior mechanical strength,and adaptability for device customization.However,there remains a paucity of research that systematically summarizes Fenton-like systems based on wood-derived catalysts.In this review,we first summarize the structural designs of wood-derived catalysts based on nano-metal sites and single-atom sites,while also outlining their advantages and limitations applied in Fenton-like systems.Furthermore,we evaluate catalytic modules of wood-derived catalysts for scale-up and continuous Fenton-like systems.Additionally,wood-inspired catalytic materials utilizing commercial textures and their applications in Fenton-like processes are also discussed.This paper aims to comprehensively explore the fundamental mechanisms(e.g.,characteristics of catalytic sites,catalytic performance,and mechanisms)of wood-based catalysts in Fenton-like chemistry,as well as their equipment designs and application scenarios,as well as providing the insights into future developments. 展开更多
关键词 Wood-derive catalysts Nano-metal Fenton-like chemistry Scale-up application Catalytic modules
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A Two-Stage Wiener Degradation Model-Based Approach for Visual Maintenance of Photovoltaic Modules
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作者 Jie Lin Hongchi Shen +1 位作者 Tingting Pei Yan Wu 《Energy Engineering》 2025年第6期2449-2463,共15页
This study proposes a novel visual maintenance method for photovoltaic(PV)modules based on a two-stage Wiener degradation model,addressing the limitations of traditional PV maintenance strategies that often result in ... This study proposes a novel visual maintenance method for photovoltaic(PV)modules based on a two-stage Wiener degradation model,addressing the limitations of traditional PV maintenance strategies that often result in insufficient or excessive maintenance.The approach begins by constructing a two-stage Wiener process performance degradation model and a remaining life prediction model under perfect maintenance conditions using historical degradation data of PV modules.This enables accurate determination of the optimal timing for postfailure corrective maintenance.To optimize the maintenance strategy,the study establishes a comprehensive cost model aimed at minimizing the long-term average cost rate.The model considers multiple cost factors,including inspection costs,preventive maintenance costs,restorative maintenance costs,and penalty costs associated with delayed fault detection.Through this optimization framework,the method determines both the optimal maintenance threshold and the ideal timing for predictive maintenance actions.Comparative analysis demonstrates that the twostage Wiener model provides superior fitting performance compared to conventional linear and nonlinear degradation models.When evaluated against traditional maintenance approaches,including Wiener process-based corrective maintenance strategies and static periodic maintenance strategies,the proposed method demonstrates significant advantages in reducing overall operational costs while extending the effective service life of PV components.The method achieves these improvements through effective coordination between reliability optimization and economic benefit maximization,leading to enhanced power generation performance.These results indicate that the proposed approach offers a more balanced and efficient solution for PV system maintenance. 展开更多
关键词 Photovoltaic module remaining life maintenance strategy Wiener modeling
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Instructional Modules for Constructivist Environmental Learning in Science,Technology and Society(STS)Subject
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作者 Randy M.Ayong 《Journal of Environmental & Earth Sciences》 2025年第4期126-137,共12页
Modules enable students to engage with content at their own pace,fostering autonomy and deeper understanding.The modular approach ensures clarity in presenting objectives,instructions,and concepts,while having illustr... Modules enable students to engage with content at their own pace,fostering autonomy and deeper understanding.The modular approach ensures clarity in presenting objectives,instructions,and concepts,while having illustrations,activities,and assessments could enhance comprehension and retention.This paper was a developmental study on STS module for college students using the ADDIE Model(Analysis,Design,Development,Implementation,and Evaluation).Sampled 673 first-year students from Northwest Samar State University participated in the study,with 299 participating in a test try-out and 374 in the students’performance evaluation.Three expert evaluators with backgrounds in science,English,and psychology,each with over four years of experience,assessed the modules to ensure alignment with the study’s constructivist learning goals and instructional integrity.The findings revealed that both students and experts had rated the instructional module positively,indicating its effectiveness in facilitating learning and completing lessons.Key aspects such as the style of illustrations and written expressions,the usefulness of learning activities,and the guidance provided by illustrations and captions were especially well-received.The module was praised for its clear objectives,understandable instructions,and engaging tasks like trivia and puzzles.Expert evaluations highlighted relevance,simplicity,and balanced emphasis on topics in the module content.Furthermore,students in test group demonstrated significant improvement in performance,with post-test scores notably higher than pre-test scores,confirming the module’s effectiveness in enhancing learning outcomes.Consequently,this paper provides an opportunity to integrate science learning with initiatives aimed at promoting environmental preservation and driving social change. 展开更多
关键词 Instructional module Environmental Topics Higher Education Curriculum Development Environmental Education
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Modified Near‑Infrared Annealing Enabled Rapid and Homogeneous Crystallization of Perovskite Films for Efficient Solar Modules
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作者 Qing Chang Peng He +10 位作者 Haosong Huang Yingchen Peng Xiao Han Yang Shen Jun Yin Zhengjing Zhao Ye Yang Binghui Wu Zhiguo Zhao Jing Li Nanfeng Zheng 《Nano-Micro Letters》 2025年第11期236-250,共15页
Currently,perovskite solar cells have achieved commendable progresses in power conversion efficiency(PCE)and operational stability.However,some conventional laboratory-scale fabrication methods become challenging when... Currently,perovskite solar cells have achieved commendable progresses in power conversion efficiency(PCE)and operational stability.However,some conventional laboratory-scale fabrication methods become challenging when scaling up material syntheses or device production.Particularly,the prolonged high-temperature annealing process for the crystallization of perovskites requires a substantial amount of energy consumption and impact the modules’throughput.Here,we report a modified near-infrared annealing(NIRA)process,which involves the excess PbI_(2)engineered crystallization,efficiently reduces the preparation time for perovskite active layer to within 20 s compared to dozens of min in conventional hot plate annealing(HPA)process.The study showed that the incorporated PbI_(2)promoted the consistent nucleation of the perovskite film,leading to the subsequent rapid and homogeneous crystallization at the NIRA stage.Thus,highly crystalized perovskite film was realized with even better crystallization performance than conventional HPA-based film.Ultimately,efficient perovskite solar modules of 36 and 100 cm^(2)were readily fabricated with the optimal PCEs of 22.03%and 20.18%,respectively.This study demonstrates,for the first time,the successful achievement of homogeneous and high-quality crystallization in large-area perovskite films through rapid NIRA processing.This approach not only significantly reduces energy consumption during production,but also substantially shortens the manufacturing cycle,paving a new path toward the commercial-scale application of perovskite solar modules. 展开更多
关键词 Near-infrared annealing Homogeneous crystallization Blade coating Perovskite solar modules
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WRKY10 and ABF1/2 bind to VQ8 to form an accelerator-brake module for the regulation of dark-and ABA-induced leaf senescence in rice
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作者 Sique Chen Xianfeng Yang +5 位作者 Hongrui Cao Baolin Huang Xiujuan Zheng Wenjia Xie Kangjing Liang Xinli Sun 《The Crop Journal》 2025年第1期145-157,共13页
Transcription factors(TFs)play key roles in the regulatory network of leaf senescence.However,many nodes in this network remain unclear.To elucidate the mechanism of leaf senescence mediated by a rice TF,WRKY10,the ex... Transcription factors(TFs)play key roles in the regulatory network of leaf senescence.However,many nodes in this network remain unclear.To elucidate the mechanism of leaf senescence mediated by a rice TF,WRKY10,the expression of multiple senescence-related genes and physiological phenotypes were monitored in WRKY10-and VQ MOTIF-CONTAINING PROTEIN8(VQ8)-overexpressing plants and the wrky10 and vq8 mutants.Our results showed that WRKY10 positively regulates abscisic acid(ABA)-and dark-induced senescence(DIS)by directly regulating the expression of multiple senescence-related genes.The VQ8 protein,a repressor of WRKY10,negatively regulates WRKY10-mediated DIS.The WRKY10-VQ8 module fine-tunes the progression of DIS.ABA,methyl jasmonate,and H_(2)O_(2) accelerate WRKY10-mediated DIS,whereas ammonium nitrate and dithiothreitol delay WRKY10-mediated DIS.Further analysis revealed that WRKY10 and VQ8 interact with ABA RESPONSIVE ELEMENT BINDING FACTOR1(ABF1)or ABF2.VQ8 represses the transcriptional activity of ABF1 and ABF2.Overexpression of ABF1 or ABF2 accelerates ABA-and dark-induced senescence and H_(2)O_(2) accumulation in N.benthamiana leaves,and WRKY10 and VQ8 can inhibit either ABF1-or ABF2-induced cell necrosis.Taken together,WRKY10 integrates multiple senescence signals to establish an orderly progression of leaf senescence.The VQ8 protein acts as a brake on WRKY10-induced senescence and ABF1/2-induced cell death,preventing uncontrolled cell death. 展开更多
关键词 WRKY10-VQ8 module DARKNESS ABA Leaf senescence Oryza sativa
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Super-Resolution Generative Adversarial Network with Pyramid Attention Module for Face Generation
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作者 Parvathaneni Naga Srinivasu G.JayaLakshmi +4 位作者 Sujatha Canavoy Narahari Victor Hugo C.de Albuquerque Muhammad Attique Khan Hee-Chan Cho Byoungchol Chang 《Computers, Materials & Continua》 2025年第10期2117-2139,共23页
The generation of high-quality,realistic face generation has emerged as a key field of research in computer vision.This paper proposes a robust approach that combines a Super-Resolution Generative Adversarial Network(... The generation of high-quality,realistic face generation has emerged as a key field of research in computer vision.This paper proposes a robust approach that combines a Super-Resolution Generative Adversarial Network(SRGAN)with a Pyramid Attention Module(PAM)to enhance the quality of deep face generation.The SRGAN framework is designed to improve the resolution of generated images,addressing common challenges such as blurriness and a lack of intricate details.The Pyramid Attention Module further complements the process by focusing on multi-scale feature extraction,enabling the network to capture finer details and complex facial features more effectively.The proposed method was trained and evaluated over 100 epochs on the CelebA dataset,demonstrating consistent improvements in image quality and a marked decrease in generator and discriminator losses,reflecting the model’s capacity to learn and synthesize high-quality images effectively,given adequate computational resources.Experimental outcome demonstrates that the SRGAN model with PAM module has outperformed,yielding an aggregate discriminator loss of 0.055 for real,0.043 for fake,and a generator loss of 10.58 after training for 100 epochs.The model has yielded an structural similarity index measure of 0.923,that has outperformed the other models that are considered in the current study for analysis. 展开更多
关键词 Artificial intelligence generative adversarial network pyramid attention module face generation deep learning
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A Lightweight Convolutional Neural Network with Squeeze and Excitation Module for Security Authentication Using Wireless Channel
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作者 Xiaoying Qiu Xiaoyu Ma +4 位作者 Guangxu Zhao Jinwei Yu Wenbao Jiang Zhaozhong Guo Maozhi Xu 《Computers, Materials & Continua》 2025年第5期2025-2040,共16页
Physical layer authentication(PLA)in the context of the Internet of Things(IoT)has gained significant attention.Compared with traditional encryption and blockchain technologies,PLA provides a more computationally effi... Physical layer authentication(PLA)in the context of the Internet of Things(IoT)has gained significant attention.Compared with traditional encryption and blockchain technologies,PLA provides a more computationally efficient alternative to exploiting the properties of the wireless medium itself.Some existing PLA solutions rely on static mechanisms,which are insufficient to address the authentication challenges in fifth generation(5G)and beyond wireless networks.Additionally,with the massive increase in mobile device access,the communication security of the IoT is vulnerable to spoofing attacks.To overcome the above challenges,this paper proposes a lightweight deep convolutional neural network(CNN)equipped with squeeze and excitation module(SE module)in dynamic wireless environments,namely SE-ConvNet.To be more specific,a convolution factorization is developed to reduce the complexity of PLA models based on deep learning.Moreover,an SE module is designed in the deep CNN to enhance useful features andmaximize authentication accuracy.Compared with the existing solutions,the proposed SE-ConvNet enabled PLA scheme performs excellently in mobile and time-varying wireless environments while maintaining lower computational complexity. 展开更多
关键词 Physical layer authentication blockchain squeeze and excitation module computational cost mobile scenario
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