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基于模糊BWM-TOPSIS产业开发区内工业企业邻避效应分析
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作者 熊鸿斌 程垦 《合肥工业大学学报(自然科学版)》 北大核心 2025年第4期487-494,共8页
产业开发区内多发环境污染导致的邻避(not in my backyard,NIMBY)问题对经济发展和社会稳定造成了一定的阻碍,其中工业企业是主要的邻避设施,目前对该类邻避效应的研究及对邻避效应大小的定量评价方法尚不完善。文章以合肥市高新区为例... 产业开发区内多发环境污染导致的邻避(not in my backyard,NIMBY)问题对经济发展和社会稳定造成了一定的阻碍,其中工业企业是主要的邻避设施,目前对该类邻避效应的研究及对邻避效应大小的定量评价方法尚不完善。文章以合肥市高新区为例,以区域内的工业企业为研究对象,提出新的邻避效应评价方法。在评价体系中,将企业规划布局的合理性和大气防护距离也作为邻避效应评价指标,采用模糊最优最劣决策法(best-worst method,BWM)计算指标权重,并通过逼近理想解对不同工业企业的邻避效应大小进行排序。研究结果表明,风险感知和大气防护距离是影响邻避效应的最主要因素,通过敏感性分析确定该评价方法有较好的可靠性和鲁棒性,为决策者解决产业开发区的邻避问题提供思路和依据。 展开更多
关键词 产业开发区 邻避(NIMBY)效应 最优最劣决策法(bwm) TOPSIS法
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基于FA-BWM的货车驾驶人驾驶行为风险评估
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作者 王连震 陈旭琦 +3 位作者 杜亚北 张国立 代磊磊 程国柱 《大连交通大学学报》 2025年第2期19-26,共8页
为了量化评估货车驾驶人驾驶行为风险,通过驾驶行为调查问卷,使用因子分析法(FA)降维构建驾驶行为风险评估指标体系,并结合最优最劣法(BWM)主客观组合赋权确定了各指标的权重,完成货车驾驶人驾驶行为风险评估模型的构建。根据k-means聚... 为了量化评估货车驾驶人驾驶行为风险,通过驾驶行为调查问卷,使用因子分析法(FA)降维构建驾驶行为风险评估指标体系,并结合最优最劣法(BWM)主客观组合赋权确定了各指标的权重,完成货车驾驶人驾驶行为风险评估模型的构建。根据k-means聚类分析和德尔菲法确立驾驶行为风险评估等级阈值并划分为安全型、普通型、危险型,对不同货车驾驶人群体进行驾驶风险评估。研究结果显示,安全型、普通型、危险型驾驶人分别占比51.9%,36.7%,11.4%。年轻驾驶人、日均驾驶时间久、日均睡眠时间少、月均收入少的货车驾驶人群体的驾驶行为风险较高,证明了该评估模型的有效性。 展开更多
关键词 交通安全 驾驶行为评价 FA-bwm 驾驶行为问卷 货车驾驶人
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基于BWM-改进CRITIC-TOPSIS模型的儿童寝具设计提升决策研究
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作者 罗蕾 张博远 方兴 《包装工程》 北大核心 2025年第6期161-169,共9页
目的为培养儿童良好生活习惯、促进亲子互动与儿童健康成长,从儿童与家长的需求出发,提出基于BWM-改进CRITIC-TOPSIS的设计决策优化模型,进行符合用户需求的寝具产品优选。方法通过问卷调查与专家访谈分析,结合用户需求,以寝具的外观、... 目的为培养儿童良好生活习惯、促进亲子互动与儿童健康成长,从儿童与家长的需求出发,提出基于BWM-改进CRITIC-TOPSIS的设计决策优化模型,进行符合用户需求的寝具产品优选。方法通过问卷调查与专家访谈分析,结合用户需求,以寝具的外观、功能、经济、安全、操作等作为准则层,建构儿童寝具评价模型。通过BWM法与改进CRITIC法为指标进行组合赋权,完成一致性检验后,通过逼近理想排序法(TOPSIS)对待评价家具方案进行优选,获得最优方案。结果实践显示,儿童寝具设计需求权重较高的5个指标分别为使用安全、使用简便、可成长性、复合功能、结构稳定,进而划分出儿童寝具的核心、一般、附加功能等,以此作为产品设计的指导依据。结论经过验证,通过BWM、改进CRITIC、TOPSIS建立的儿童寝具设计优选模型具有合理性、科学性,以用户行为意图为落脚点,为提升儿童家具设计针对性提供新的研究思路。 展开更多
关键词 家具设计 儿童家具 综合赋权 CRITIC TOPSIS bwm
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基于BWM-改进CRITIC组合赋权云模型的采空区遗煤自燃危险性评价
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作者 陈晓鹏 薛凯隆 +2 位作者 孙亮 杨一明 杨东辉 《煤》 2025年第9期1-7,18,共8页
为快速、准确地判定采空区遗煤自燃危险性,预防矿井火灾的发生,提出基于BWM-改进CRITIC组合赋权云模型相结合的采空区遗煤自燃危险性评价方法。首先,结合采空区遗煤自燃危险性影响因素,建立包含12个因素的自燃危险性评估体系,并确定各... 为快速、准确地判定采空区遗煤自燃危险性,预防矿井火灾的发生,提出基于BWM-改进CRITIC组合赋权云模型相结合的采空区遗煤自燃危险性评价方法。首先,结合采空区遗煤自燃危险性影响因素,建立包含12个因素的自燃危险性评估体系,并确定各评价指标的分级准则;其次,通过引入熵值法对CRITIC法进行改进,结合BWM法与博弈论思想进行组合赋权,克服评价过程中主、客观因素对评价结果的影响,得到最优综合权重,并将各指标权重值与其所对应的云参数耦合后得到综合评价云,与标准云进行对比,得到评价结果;最后,应用所建模型对山西某矿3个工作面采空区遗煤自燃危险性进行实例分析,并与模糊综合评价模型的结果进行对比验证。结果表明:3个采空区实际遗煤自燃风险均为“Ⅱ”易自燃,评价结果与实际情况一致,验证了该评价模型的准确性。此外,将该模型的评价结果与传统的模糊综合评价法对比发现,所建模型在解决指标的关联性、模糊性和随机性等问题上具有显著优势,提高了采空区遗煤自燃危险性评价的稳定性和可信度。 展开更多
关键词 采空区 遗煤自燃 最优最劣法(bwm) 改进CRITIC 组合赋权 博弈论 云模型
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基于尺度变换的BWM改进方法及其对电网关键物资筛选的应用
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作者 张勇 王超 +1 位作者 仲翔 王月虎 《应用数学进展》 2025年第3期422-435,共14页
区间分析法是处理非线性最优最劣法(BWM)存在多解问题的有效方法。本文基于权重区间中心点的大小关系,提出了一种无需计算区间优先度即可获得优先度矩阵的全新便捷算法;然后,在此基础之上,利用“尺度变换”的思想,给出了几类求解权重区... 区间分析法是处理非线性最优最劣法(BWM)存在多解问题的有效方法。本文基于权重区间中心点的大小关系,提出了一种无需计算区间优先度即可获得优先度矩阵的全新便捷算法;然后,在此基础之上,利用“尺度变换”的思想,给出了几类求解权重区间中心点的估计方法,并探讨了这些方法的计算偏差;最后,利用本文所提方法研究了一类电网关键物资的选取问题。本研究简化了已有文献中的区间分析法,规避了求解非线性优化模型的复杂计算过程,推广了非线性BWM的应用范围。Interval analysis is an effective method for dealing with the existence of multiple solutions in nonlinear Best-Worst Methods (BWM). This article proposes a convenient algorithm for obtaining the priority matrix without calculating the interval priority based on the size relationship of the center points of the weight interval. Then, based on this, several methods for estimating the center point of the weight interval were proposed using the idea of “scale transformation”, and the calculation bias of these methods was discussed. Finally, the method proposed in this article was used to study the selection of key materials for a class of power grid enterprises. This study greatly simplifies the interval analysis method in existing literature, and avoids the complex calculation process of solving nonlinear optimization models, and extends the application scope of nonlinear BWM. 展开更多
关键词 尺度变换 非线性bwm 国家电网 物资选择 区间分析
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Study of the Transport Behavior of Multispherical Proppant in Intersecting Fracture Based on Discrete Element Method 被引量:1
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作者 Chengyong Peng JianshuWu +2 位作者 Mao Jiang Biao Yin Yishan Lou 《Energy Engineering》 EI 2025年第1期185-201,共17页
To analyze the differences in the transport and distribution of different types of proppants and to address issues such as the short effective support of proppant and poor placement in hydraulically intersecting fract... To analyze the differences in the transport and distribution of different types of proppants and to address issues such as the short effective support of proppant and poor placement in hydraulically intersecting fractures,this study considered the combined impact of geological-engineering factors on conductivity.Using reservoir production parameters and the discrete elementmethod,multispherical proppants were constructed.Additionally,a 3D fracture model,based on the specified conditions of the L block,employed coupled(Computational Fluid Dynamics)CFD-DEM(Discrete ElementMethod)for joint simulations to quantitatively analyze the transport and placement patterns of multispherical proppants in intersecting fractures.Results indicate that turbulent kinetic energy is an intrinsic factor affecting proppant transport.Moreover,the efficiency of placement and migration distance of low-sphericity quartz sand constructed by the DEM in the main fracture are significantly reduced compared to spherical ceramic proppants,with a 27.7%decrease in the volume fraction of the fracture surface,subsequently affecting the placement concentration and damaging fracture conductivity.Compared to small-angle fractures,controlling artificial and natural fractures to expand at angles of 45°to 60°increases the effective support length by approximately 20.6%.During hydraulic fracturing of gas wells,ensuring the fracture support area and post-closure conductivity can be achieved by controlling the sphericity of proppants and adjusting the perforation direction to control the direction of artificial fractures. 展开更多
关键词 Hydraulic fracturing discrete element method PROPPANT SPHERICITY CFD-DEM
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Structural Modal Parameter Recognition and Related Damage Identification Methods under Environmental Excitations:A Review 被引量:3
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作者 Chao Zhang Shang-Xi Lai Hua-Ping Wang 《Structural Durability & Health Monitoring》 EI 2025年第1期25-54,共30页
Modal parameters can accurately characterize the structural dynamic properties and assess the physical state of the structure.Therefore,it is particularly significant to identify the structural modal parameters accordi... Modal parameters can accurately characterize the structural dynamic properties and assess the physical state of the structure.Therefore,it is particularly significant to identify the structural modal parameters according to the monitoring data information in the structural health monitoring(SHM)system,so as to provide a scientific basis for structural damage identification and dynamic model modification.In view of this,this paper reviews methods for identifying structural modal parameters under environmental excitation and briefly describes how to identify structural damages based on the derived modal parameters.The paper primarily introduces data-driven modal parameter recognition methods(e.g.,time-domain,frequency-domain,and time-frequency-domain methods,etc.),briefly describes damage identification methods based on the variations of modal parameters(e.g.,natural frequency,modal shapes,and curvature modal shapes,etc.)and modal validation methods(e.g.,Stability Diagram and Modal Assurance Criterion,etc.).The current status of the application of artificial intelligence(AI)methods in the direction of modal parameter recognition and damage identification is further discussed.Based on the pre-vious analysis,the main development trends of structural modal parameter recognition and damage identification methods are given to provide scientific references for the optimized design and functional upgrading of SHM systems. 展开更多
关键词 Structural health monitoring data information modal parameters damage identification AI method
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基于BWM和灰色关联分析的PPP项目政企公平匹配研究
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作者 孔德财 卫昌波 +1 位作者 崔杰 汤怡 《计算机应用与软件》 北大核心 2025年第8期63-70,79,共9页
PPP项目模式已广泛应用于交通、住建、能源、教育等多个领域。为了更好地实现政府与社会企业在PPP项目中的良好合作,基于双边匹配理论对政府与社会企业的双向选择问题开展研究。通过实地调研和文献分析,分别建立PPP项目中社会企业对政... PPP项目模式已广泛应用于交通、住建、能源、教育等多个领域。为了更好地实现政府与社会企业在PPP项目中的良好合作,基于双边匹配理论对政府与社会企业的双向选择问题开展研究。通过实地调研和文献分析,分别建立PPP项目中社会企业对政府和政府对社会企业的评价指标体系;采用BWM方法得到各个评价指标的权重,并采用灰色关联分析法计算政企双方的满意度,进而构建使政企双方满意度最大的双边公平匹配模型;通过算例分析,将该模型在PPP项目政企匹配中进行应用,验证了所提方法的可行性和有效性。 展开更多
关键词 PPP项目 双边匹配 灰色关联分析 bwm
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基于粗糙数BWM-TOPSIS的智能产品 服务系统评估研究
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作者 温馨 翟淑媛 《沈阳工业大学学报(社会科学版)》 2025年第2期166-174,共9页
随着数字技术与产品深度融合趋势的显著发展,企业面临多元化市场需求以及消费者对个性化服务体验的高要求等问题。许多企业更加注重产品与服务的紧密结合,期望通过提升智能产品服务系统水平来满足消费群体多元化需求,增强其市场竞争力... 随着数字技术与产品深度融合趋势的显著发展,企业面临多元化市场需求以及消费者对个性化服务体验的高要求等问题。许多企业更加注重产品与服务的紧密结合,期望通过提升智能产品服务系统水平来满足消费群体多元化需求,增强其市场竞争力。当前关于智能产品服务系统的评估研究相对匮乏,企业难以准确认识自身解决方案的优势与不足,从而限制其优化与发展。基于现有文献和理论明确了智能产品服务系统的核心特征,并考虑设计智能产品服务系统的因素,构建包含用户体验、经济性、环境影响和服务4个方面10个二级指标的智能产品服务系统评价指标体系;采用粗糙数改进的BWM计算指标权重,准确描述模糊评价信息分布,以确保决策信息质量;同时利用粗糙数改进的TOPSIS法对备选方案进行排序,通过引入欧氏距离,结合粗糙集理论中的距离概念进行计算,体现数据的不确定特征;选取贴合研究场景的特斯拉Model 3、蔚来L7、小鹏P7i和蔚来ET5等4款新能源智能汽车产品作为备选方案进行实例计算,发现蔚来ET5的智能产品服务系统在本文评估标准下的运行表现较为突出。基于粗糙数改进的BWM和TOPSIS相结合的评价方法能够有效规避智能产品服务系统评价中的不确定性因素。粗糙数客观地整合群体意见,BWM和TOPSIS法相结合有效简化了计算过程,提高了判断的准确性,增加了权重结果的可靠性。选取符合应用场景的新能源汽车作为研究实例,充分证明了所构建评价模型的可行性和实效性,为智能产品服务系统的发展提供了有效的科学依据与参考,推动了智能产品服务系统评估领域的发展,也为企业实现商业模式革新、提升用户满意度和竞争力提供了理论支撑与实践指导。 展开更多
关键词 智能产品服务系统 新能源汽车 粗糙数 最优最劣方法 TOPSIS算法
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Combing the Entropy Weight Method with Fuzzy Mathematics for Assessing the Quality and Post-Ripening Mechanism of High-Temperature Daqu during Storage 被引量:1
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作者 YANG Junlin YANG Shaojuan +8 位作者 WU Cheng YIN Yanshun YOU Xiaolong ZHAO Wenyu ZHU Anran WANG Jia HU Feng HU Jianfeng WANG Diqiang 《食品科学》 北大核心 2025年第9期48-62,共15页
This study investigated the physicochemical properties,enzyme activities,volatile flavor components,microbial communities,and sensory evaluation of high-temperature Daqu(HTD)during the maturation process,and a standar... This study investigated the physicochemical properties,enzyme activities,volatile flavor components,microbial communities,and sensory evaluation of high-temperature Daqu(HTD)during the maturation process,and a standard system was established for comprehensive quality evaluation of HTD.There were obvious changes in the physicochemical properties,enzyme activities,and volatile flavor components at different storage periods,which affected the sensory evaluation of HTD to a certain extent.The results of high-throughput sequencing revealed significant microbial diversity,and showed that the bacterial community changed significantly more than did the fungal community.During the storage process,the dominant bacterial genera were Kroppenstedtia and Thermoascus.The correlation between dominant microorganisms and quality indicators highlighted their role in HTD quality.Lactococcus,Candida,Pichia,Paecilomyces,and protease activity played a crucial role in the formation of isovaleraldehyde.Acidic protease activity had the greatest impact on the microbial community.Moisture promoted isobutyric acid generation.Furthermore,the comprehensive quality evaluation standard system was established by the entropy weight method combined with multi-factor fuzzy mathematics.Consequently,this study provides innovative insights for comprehensive quality evaluation of HTD during storage and establishes a groundwork for scientific and rational storage of HTD and quality control of sauce-flavor Baijiu. 展开更多
关键词 microbial community high-temperature Daqu comprehensive quality evaluation entropy weight method maturation process
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In situ stress inversion using nonlinear stress boundaries achieved by the bubbling method 被引量:1
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作者 Xige Liu Chenchun Huang +3 位作者 Wancheng Zhu Joung Oh Chengguo Zhang Guangyao Si 《Journal of Rock Mechanics and Geotechnical Engineering》 2025年第3期1510-1527,共18页
Due to the heterogeneity of rock masses and the variability of in situ stress,the traditional linear inversion method is insufficiently accurate to achieve high accuracy of the in situ stress field.To address this cha... Due to the heterogeneity of rock masses and the variability of in situ stress,the traditional linear inversion method is insufficiently accurate to achieve high accuracy of the in situ stress field.To address this challenge,nonlinear stress boundaries for a numerical model are determined through regression analysis of a series of nonlinear coefficient matrices,which are derived from the bubbling method.Considering the randomness and flexibility of the bubbling method,a parametric study is conducted to determine recommended ranges for these parameters,including the standard deviation(σb)of bubble radii,the non-uniform coefficient matrix number(λ)for nonlinear stress boundaries,and the number(m)and positions of in situ stress measurement points.A model case study provides a reference for the selection of these parameters.Additionally,when the nonlinear in situ stress inversion method is employed,stress distortion inevitably occurs near model boundaries,aligning with the Saint Venant's principle.Two strategies are proposed accordingly:employing a systematic reduction of nonlinear coefficients to achieve high inversion accuracy while minimizing significant stress distortion,and excluding regions with severe stress distortion near the model edges while utilizing the central part of the model for subsequent simulations.These two strategies have been successfully implemented in the nonlinear in situ stress inversion of the Xincheng Gold Mine and have achieved higher inversion accuracy than the linear method.Specifically,the linear and nonlinear inversion methods yield root mean square errors(RMSE)of 4.15 and 3.2,and inversion relative errors(δAve)of 22.08%and 17.55%,respectively.Therefore,the nonlinear inversion method outperforms the traditional multiple linear regression method,even in the presence of a systematic reduction in the nonlinear stress boundaries. 展开更多
关键词 In situ stress field Inversion method The bubbling method Nonlinear stress boundary Multiple linear regression method
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Insight Into the Separation-of-Variable Methods for the Closed-Form Solutions of Free Vibration of Rectangular Thin Plates
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作者 Yufeng Xing Ye Yuan Gen Li 《Computer Modeling in Engineering & Sciences》 SCIE EI 2025年第1期329-355,共27页
The separation-of-variable(SOV)methods,such as the improved SOV method,the variational SOV method,and the extended SOV method,have been proposed by the present authors and coworkers to obtain the closed-form analytica... The separation-of-variable(SOV)methods,such as the improved SOV method,the variational SOV method,and the extended SOV method,have been proposed by the present authors and coworkers to obtain the closed-form analytical solutions for free vibration and eigenbuckling of rectangular plates and circular cylindrical shells.By taking the free vibration of rectangular thin plates as an example,this work presents the theoretical framework of the SOV methods in an instructive way,and the bisection–based solution procedures for a group of nonlinear eigenvalue equations.Besides,the explicit equations of nodal lines of the SOV methods are presented,and the relations of nodal line patterns and frequency orders are investigated.It is concluded that the highly accurate SOV methods have the same accuracy for all frequencies,the mode shapes about repeated frequencies can also be precisely captured,and the SOV methods do not have the problem of missing roots as well. 展开更多
关键词 Separation-of-variable method Rayleigh quotient nodal line eigenvalue equation bisection method
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Improved methods,properties,applications and prospects of microbial induced carbonate precipitation(MICP)treated soil:A review 被引量:2
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作者 Xuanshuo Zhang Hongyu Wang +3 位作者 Ya Wang Jinghui Wang Jing Cao Gang Zhang 《Biogeotechnics》 2025年第1期34-54,共21页
Soil improvement is one of the most important issues in geotechnical engineering practice.The wide application of traditional improvement techniques(cement/chemical materials)are limited due to damage ecological en-vi... Soil improvement is one of the most important issues in geotechnical engineering practice.The wide application of traditional improvement techniques(cement/chemical materials)are limited due to damage ecological en-vironment and intensify carbon emissions.However,the use of microbially induced calcium carbonate pre-cipitation(MICP)to obtain bio-cement is a novel technique with the potential to induce soil stability,providing a low-carbon,environment-friendly,and sustainable integrated solution for some geotechnical engineering pro-blems in the environment.This paper presents a comprehensive review of the latest progress in soil improvement based on the MICP strategy.It systematically summarizes and overviews the mineralization mechanism,influ-encing factors,improved methods,engineering characteristics,and current field application status of the MICP.Additionally,it also explores the limitations and correspondingly proposes prospective applications via the MICP approach for soil improvement.This review indicates that the utilization of different environmental calcium-based wastes in MICP and combination of materials and MICP are conducive to meeting engineering and market demand.Furthermore,we recommend and encourage global collaborative study and practice with a view to commercializing MICP technique in the future.The current review purports to provide insights for engineers and interdisciplinary researchers,and guidance for future engineering applications. 展开更多
关键词 Soil improvement Bio-cement MICP Improved methods Field application cases
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基于NE-BWM和TOPSIS的基坑开挖降水风险评估
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作者 蒋星辰 武永霞 《上海工程技术大学学报》 2025年第1期65-72,共8页
基坑开挖降水是基坑工程中必不可少的关键环节,其存在许多潜在风险。为保证基坑开挖降水时基坑的安全,基于中性增强最优最劣法(NE-BWM)与理想解相似度顺序偏好法(TOPSIS)建立一种综合风险评估模型。以上海某基坑开挖降水工程为研究对象... 基坑开挖降水是基坑工程中必不可少的关键环节,其存在许多潜在风险。为保证基坑开挖降水时基坑的安全,基于中性增强最优最劣法(NE-BWM)与理想解相似度顺序偏好法(TOPSIS)建立一种综合风险评估模型。以上海某基坑开挖降水工程为研究对象,搭建风险指标体系后对该综合风险评估模型进行实例验证,同时对评估结果进行敏感性分析。研究结果表明,该方法能够获得比较客观、可靠的评估结果,且与工程实际情况相符合。 展开更多
关键词 基坑降水 风险评估 中性增强最优最劣法 理想解相似度顺序偏好法 敏感性分析
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一种基于Least Square Method算法的城轨车辆车门动作时间精准判断的研究
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作者 李宏菱 宋华杰 +3 位作者 马仲智 周辉 李晴 陈龙 《时代汽车》 2025年第3期190-192,共3页
为研究城市轨道交通车辆客室车门动作时间精准性,门的动作主要依靠直流无刷电机的驱动,所以门动作判断的根本,是对电机运动状态的判读,门运动过程中由于电机码盘线受杂波干扰,系统无法准确寻找计时点从而影响系统判断门运动时间;建立波... 为研究城市轨道交通车辆客室车门动作时间精准性,门的动作主要依靠直流无刷电机的驱动,所以门动作判断的根本,是对电机运动状态的判读,门运动过程中由于电机码盘线受杂波干扰,系统无法准确寻找计时点从而影响系统判断门运动时间;建立波形矫正模型,利用数学方法校准波形,让MCU找出最佳计时点并处理(误差不超过10ms),采用最小二乘法模型,通过最小化误差的平方和找到一组数据的最佳函数匹配,求得未知的数据,并使得这些求得的数据与实际数据之间误差的平方和为最小,可精准地得到门动作时间。模拟测试结果表明,门动作时间测算误差所示其误差为7.42ms,小于10ms。 展开更多
关键词 城轨车辆 客室车门 电机码盘 Least Square method算法 门动作时间精准
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Research on Bearing Fault Diagnosis Method Based on Deep Learning 被引量:1
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作者 Ting Zheng 《Journal of Electronic Research and Application》 2025年第1期1-6,共6页
Bearing is an indispensable key component in mechanical equipment,and its working state is directly related to the stability and safety of the whole equipment.In recent years,with the rapid development of artificial i... Bearing is an indispensable key component in mechanical equipment,and its working state is directly related to the stability and safety of the whole equipment.In recent years,with the rapid development of artificial intelligence technology,especially the breakthrough of deep learning technology,it provides a new idea for bearing fault diagnosis.Deep learning can automatically learn features from a large amount of data,has a strong nonlinear modeling ability,and can effectively solve the problems existing in traditional methods.Aiming at the key problems in bearing fault diagnosis,this paper studies the fault diagnosis method based on deep learning,which not only provides a new solution for bearing fault diagnosis but also provides a reference for the application of deep learning in other mechanical fault diagnosis fields. 展开更多
关键词 Deep learning Bearing failure Diagnostic methods
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船舶压载水指示性分析设备在BWMS安装调试试验中的应用可行性研究
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作者 杨敏远 吴惠仙 《海洋湖沼通报(中英文)》 北大核心 2025年第2期142-150,共9页
为防控压载水带来的物种入侵风险,对压载水中的生物密度进行有效、快速地识别愈发重要。IMO通函表示指示性分析可用于压载水的快速检测,但尚未规定指示性分析设备的类型,国际上也尚未形成统一的评估指示性分析设备的方案,因此亟需对现... 为防控压载水带来的物种入侵风险,对压载水中的生物密度进行有效、快速地识别愈发重要。IMO通函表示指示性分析可用于压载水的快速检测,但尚未规定指示性分析设备的类型,国际上也尚未形成统一的评估指示性分析设备的方案,因此亟需对现有指示性分析设备的实际应用可行性进行验证。本文结合压载水管理系统安装调试试验,探讨了国内外不同原理的FDA(CHN)、PAM(U.K)和PAM(CHN)三台指示性分析设备的应用可行性。结果表明三台设备在进行流入水检测时识别检测准确率较低,而PAM(U.K)和PAM(CHN)对过滤-紫外和过滤-电解-中和工艺处理后排放水检测的准确率较高,可用于安装调试试验排放水检测的辅助工具,FDA(CHN)的检测稳定性尚需提高。本研究为国内指示性分析设备的研发和改进升级提供数据基础,也为港口国监督检查科学选用设备提供依据。 展开更多
关键词 压载水 指示性分析 快速检测 安装调试试验
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A dual⁃parameter method for seismic resilience assessment of buildings 被引量:1
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作者 LI Shuang HU Binbin +1 位作者 LIU Wen ZHAI Changhai 《Journal of Southeast University(English Edition)》 2025年第1期1-11,共11页
To quantify the seismic resilience of buildings,a method for evaluating functional loss from the component level to the overall building is proposed,and the dual-parameter seismic resilience assessment method based on... To quantify the seismic resilience of buildings,a method for evaluating functional loss from the component level to the overall building is proposed,and the dual-parameter seismic resilience assessment method based on postearthquake loss and recovery time is improved.A threelevel function tree model is established,which can consider the dynamic changes in weight coefficients of different category of components relative to their functional losses.Bayesian networks are utilized to quantify the impact of weather conditions,construction technology levels,and worker skill levels on component repair time.A method for determining the real-time functional recovery curve of buildings based on the component repair process is proposed.Taking a three-story teaching building as an example,the seismic resilience indices under basic earthquakes and rare earthquakes are calculated.The results show that the seismic resilience grade of the teaching building is comprehensively judged as GradeⅢ,and its resilience grade is more significantly affected by postearthquake loss.The proposed method can be used to predict the seismic resilience of buildings prior to earthquakes,identify weak components within buildings,and provide guidance for taking measures to enhance the seismic resilience of buildings. 展开更多
关键词 seismic resilience assessment dual-parameter method functional loss recovery time Bayesian networks
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A Review of the Hydrodynamic Damping Characteristics of Blade-like Structures:Focus on the Quantitative Identification Methods and Key Influencing Parameters 被引量:1
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作者 Yongshun Zeng Zhaohui Qian +1 位作者 Jiayun Zhang Zhifeng Yao 《哈尔滨工程大学学报(英文版)》 2025年第1期21-34,共14页
Ocean energy has progressively gained considerable interest due to its sufficient potential to meet the world’s energy demand,and the blade is the core component in electricity generation from the ocean current.Howev... Ocean energy has progressively gained considerable interest due to its sufficient potential to meet the world’s energy demand,and the blade is the core component in electricity generation from the ocean current.However,the widened hydraulic excitation frequency may satisfy the blade resonance due to the time variation in the velocity and angle of attack of the ocean current,even resulting in blade fatigue and destructively interfering with grid stability.A key parameter that determines the resonance amplitude of the blade is the hydrodynamic damping ratio(HDR).However,HDR is difficult to obtain due to the complex fluid-structure interaction(FSI).Therefore,a literature review was conducted on the hydrodynamic damping characteristics of blade-like structures.The experimental and simulation methods used to identify and obtain the HDR quantitatively were described,placing emphasis on the experimental processes and simulation setups.Moreover,the accuracy and efficiency of different simulation methods were compared,and the modal work approach was recommended.The effects of key typical parameters,including flow velocity,angle of attack,gap,rotational speed,and cavitation,on the HDR were then summarized,and the suggestions on operating conditions were presented from the perspective of increasing the HDR.Subsequently,considering multiple flow parameters,several theoretical derivations and semi-empirical prediction formulas for HDR were introduced,and the accuracy and application were discussed.Based on the shortcomings of the existing research,the direction of future research was finally determined.The current work offers a clear understanding of the HDR of blade-like structures,which could improve the evaluation accuracy of flow-induced vibration in the design stage. 展开更多
关键词 Blade fatigue Hydrodynamic damping ratio Identification method Affecting factors Prediction formula
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Formation mechanism of herpetrione self-assembled nanoparticles based on p H-driven method 被引量:1
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作者 Yuwen Zhu Xiang Deng +4 位作者 Yan Wu Baode Shen Lingyu Hang Yuye Xue Hailong Yuan 《Chinese Chemical Letters》 2025年第1期387-391,共5页
The self-assembled nanoparticles(SAN)formed during the decoction process of traditional Chinese medicine(TCM)exhibit non-uniform particle sizes and a tendency for aggregation.Our group found that the p H-driven method... The self-assembled nanoparticles(SAN)formed during the decoction process of traditional Chinese medicine(TCM)exhibit non-uniform particle sizes and a tendency for aggregation.Our group found that the p H-driven method can improve the self-assembly phenomenon of Herpetospermum caudigerum Wall.,and the SAN exhibited uniform particle size and demonstrated good stability.In this paper,we analyzed the interactions between the main active compound,herpetrione(Her),and its main carrier,Herpetospermum caudigerum Wall.polysaccharide(HCWP),along with their self-assembly mechanisms under different p H values.The binding constants of Her and HCWP increase with rising p H,leading to the formation of Her-HCWP SAN with a smaller particle size,higher zeta potential,and improved thermal stability.While the contributions of hydrogen bonding and electrostatic attraction to the formation of Her-HCWP SAN increase with rising p H,the hydrophobic force consistently plays a dominant role.This study enhances our scientific understanding of the self-assembly phenomenon of TCM improved by p H driven method. 展开更多
关键词 Traditional Chinese medicine NANOPARTICLES Herpetrione Interaction pH-driven method Self-assembly Isothermal titration calorimetry
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