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2.5-dimensional Voronoi numerical simulation method for migration of direct roof in a longwall face
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作者 Bin Yu Yong Li +2 位作者 Yang Tai Weibing Zhu Wenyang Zhang 《Journal of Rock Mechanics and Geotechnical Engineering》 2025年第9期5560-5579,共20页
The fracture and migration patterns of direct roofs play a critical role in excavation stability and mining pressure.However,current methods fail to capture the irregular three-dimensional(3D)behavior of these roofs.I... The fracture and migration patterns of direct roofs play a critical role in excavation stability and mining pressure.However,current methods fail to capture the irregular three-dimensional(3D)behavior of these roofs.In this study,the problem was solved by introducing an innovative 2.5-dimensional(2.5D)Voronoi numerical simulation method,dividing rock layers into 2.5D Voronoi blocks and developing cohesive element-based failure models,supported by a strain-softening HoekeBrown model.The method was applied to the 8311 working face in the Taishan Mine in China,and its accuracy was confirmed through physical experiments.The following conclusions were drawn.The first roof break typically followed an"O-X"pattern.The direct roof did not break randomly over time;instead,it followed three distinct scenarios:(1)A complete break of the direct roof occurred,followed by a sequential collapse(ScenarioⅠ).(2)Regional irregular stacking in one area was followed by sequential collapse in other zones(ScenarioⅡ).(3)The staged breakdown of the direct roof led to separate and sequential collapses on the left and right flanks(ScenarioⅢ).Scenario I was quite common during the 400 m advance of the working face and occurred five times.The fracture characteristics in Scenario I led to widespread pressure on the hydraulic supports in the middle of the working face.Finally,the direct roof from the working face towards the goaf area underwent phases of overhanging,hinging,and collapsing plates.After the first and periodic breaks,the basic roof formed stable hinged plate structures reinforced by overhanging plates and irregular accumulations of the direct roof. 展开更多
关键词 2.5-dimensional(2.5D)Voronoi Direct roof Migration law Longwall face
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A 2.5-dimensional Analytical Model of Cold Leveling for Plates with Transverse Wave Defects 被引量:5
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作者 Wei-hua CHEN Juan LIU +2 位作者 Zhen-shan CUI Ying-jie WANG Ying-rui WANG 《Journal of Iron and Steel Research International》 SCIE EI CAS CSCD 2015年第8期664-671,共8页
Waves occurring in cold-rolled plates or sheets can be divided into longitudinal and transverse waves. Classical leveling theories merely solve the problem of longitudinal waves, while no well accepted method can be e... Waves occurring in cold-rolled plates or sheets can be divided into longitudinal and transverse waves. Classical leveling theories merely solve the problem of longitudinal waves, while no well accepted method can be employed for transverse waves. In order to investigate the essential deformation law of leveling for plates with transverse waves, a 2.5-dimensional (2.5- D) analytical approach was proposed. In this model, the plate was transversely divided into some strips with equal width; the strips are considered to be in the state of plane strain and each group of adjacent strips are assumed to be deformation compatible under stress. After calculation, the bending deformation of each strip and the leveling effect of overall plate were obtained by comprehensNe consideration of various strips along with the width. Bending of roller is a main approach to eliminate the transverse waves, which is widely accepted by the industry, but the essential effect of bending of roller on the deformation of plates and the calculation of bending of roller are unknown. According to the 2.5-D analytical model, it can be found that, for plates, it is neutral plane offsetting and middle plane elongation or contraction under inner stress that can effectively improve plate shape. Taking double side waves as an example, the appropriate values of bending of roller were obtained by the 2.5-D analytical model related to different initial unevenness, which was applicable to the current on-line adjusting of bending of roller in rolling industry. 展开更多
关键词 plate leveling 2.5-dimensional analytical model transverse wave middle plane deformation
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A General Mapping Approach and New Travelling Wave Solutions to(2+1)-Dimensional Boussinesq Equation 被引量:6
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作者 ZHENGChun-Long CHENLi-Qun 《Communications in Theoretical Physics》 SCIE CAS CSCD 2004年第5期671-674,共4页
A general mapping deformation method is presented and applied to a (2+1)-dimensional Boussinesq system. Many new types of explicit and exact travelling wave solutions, which contain solitary wave solutions, periodic w... A general mapping deformation method is presented and applied to a (2+1)-dimensional Boussinesq system. Many new types of explicit and exact travelling wave solutions, which contain solitary wave solutions, periodic wave solutions, Jacobian and Weierstrass doubly periodic wave solutions, and other exact excitations like polynomial solutions, exponential solutions, and rational solutions, etc., are obtained by a simple algebraic transformation relation between the (2+1)-dimensional Boussinesq equation and a generalized cubic nonlinear Klein-Gordon equation. 展开更多
关键词 (2+1)-dimensional Boussinesq system general mapping approach travelling wave solution
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Variable Separation Solutions in (1+1)-Dimensional and (3+1)-Dimensional Systems via Entangled Mapping Approach
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作者 DAI Chao-Qing YAN Cai-Jie ZHANG Jie-Fang 《Communications in Theoretical Physics》 SCIE CAS CSCD 2006年第3X期389-392,共4页
In this paper, the entangled mapping approach (EMA) is applied to obtain variable separation solutions of (1+1)-dimensional and (3+1)-dimensional systems. By analysis, we firstly find that there also exists a ... In this paper, the entangled mapping approach (EMA) is applied to obtain variable separation solutions of (1+1)-dimensional and (3+1)-dimensional systems. By analysis, we firstly find that there also exists a common formula to describe suitable physical fields or potentials for these (1+1)-dimensional models such as coupled integrable dispersionless (CID) and shallow water wave equations. Moreover, we find that the variable separation solution of the (3+1)-dimensional Burgers system satisfies the completely same form as the universal quantity U1 in (2+1)-dimensional systems. The only difference is that the function q is a solution of a constraint equation and p is an arbitrary function of three independent variables. 展开更多
关键词 entangled mapping approach (1+1)-dimensional systems (3+1)-dimensional Burgers system
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Study on (2+1)-Dimensional Nizhnik-Novikov-Veselov Equation by Using Extended Mapping Approach
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作者 XU Chang-Zhi HE Bao-Gang 《Communications in Theoretical Physics》 SCIE CAS CSCD 2006年第1X期10-14,共5页
Extended mapping approach is introduced to solve (2+1)-dimensional Nizhnik-Novikov Veselov equation. A new type of variable separation solutions is derived with arbitrary functions in the model. Based on this excit... Extended mapping approach is introduced to solve (2+1)-dimensional Nizhnik-Novikov Veselov equation. A new type of variable separation solutions is derived with arbitrary functions in the model. Based on this excitation, rich localized structures such as multi-lump soliton and ring soliton are revealed by selecting the arbitrary function appropriately. 展开更多
关键词 extended mapping approach (2+1)-dimensional Nizhnik-Novikov-Veselov equation new localized excitation
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New exact periodic solutions to (2+1)-dimensional dispersive long wave equations 被引量:3
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作者 张文亮 吴国将 +2 位作者 张苗 王军帽 韩家骅 《Chinese Physics B》 SCIE EI CAS CSCD 2008年第4期1156-1164,共9页
In this paper, we make use of the auxiliary equation and the expanded mapping methods to find the new exact periodic solutions for (2+1)-dimensional dispersive long wave equations in mathematical physics, which are... In this paper, we make use of the auxiliary equation and the expanded mapping methods to find the new exact periodic solutions for (2+1)-dimensional dispersive long wave equations in mathematical physics, which are expressed by Jacobi elliptic functions, and obtain some new solitary wave solutions (m → 1). This method can also be used to explore new periodic wave solutions for other nonlinear evolution equations. 展开更多
关键词 auxiliary equation method expanded mapping method (2+1)-dimensional dispersivelong wave equations periodic wave solutions
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Folded Solitary Wave Excitations for(2+1)-Dimensional Nizhnik-Novikov-Veselov System 被引量:2
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作者 MA Song-Hua FANG Jian-Ping LU Zhi-Jie 《Communications in Theoretical Physics》 SCIE CAS CSCD 2009年第3期479-484,共6页
With the help of an improved mapping approach and a linear-variable-separation approach, a new family of exact solutions with arbitrary functions of the (2+1)-dimensional Nizhnik-Novikov-Veselov system (NNV) is d... With the help of an improved mapping approach and a linear-variable-separation approach, a new family of exact solutions with arbitrary functions of the (2+1)-dimensional Nizhnik-Novikov-Veselov system (NNV) is derived. Based on the derived solutions and using some multi-valued functions, we find a few new folded solitary wave excitations for the (2+1)-dimensional NNV system. 展开更多
关键词 (2+1)-dimensional NNV system improved mapping approach~ multi-valued functions folded solitary wave excitations
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Interactions among special embed-solitons for the (3+1)-dimensional Burgers equation 被引量:1
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作者 张雯婷 戴朝卿 陈未路 《Chinese Physics B》 SCIE EI CAS CSCD 2013年第4期196-199,共4页
With the help of a modified mapping method and a new mapping method, we re-study the (3+1)-dimensional Burgers equation, and derive two families of variable separation solutions. By selecting appropriate functions ... With the help of a modified mapping method and a new mapping method, we re-study the (3+1)-dimensional Burgers equation, and derive two families of variable separation solutions. By selecting appropriate functions in the variable separation solution, we discuss the interaction behaviors among taper-like, plateau-type rings, and rectangle-type embed-solitons in the periodic wave background. All the interaction behaviors are completely elastic, and no phase shift appears after interaction. 展开更多
关键词 (3+1)-dimensional Burgers equation modified mapping method interaction between special embed-solitons
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New Exact Traveling Wave Solutions of (2 + 1)-Dimensional Time-Fractional Zoomeron Equation 被引量:2
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作者 Zhiyun Zeng Xiaohua Liu +1 位作者 Yin Zhu Xue Huang 《Journal of Applied Mathematics and Physics》 2022年第2期333-346,共14页
In this paper, the new mapping approach and the new extended auxiliary equation approach were used to investigate the exact traveling wave solutions of (2 + 1)-dimensional time-fractional Zoomeron equation with the co... In this paper, the new mapping approach and the new extended auxiliary equation approach were used to investigate the exact traveling wave solutions of (2 + 1)-dimensional time-fractional Zoomeron equation with the conformable fractional derivative. As a result, the singular soliton solutions, kink and anti-kink soliton solutions, periodic function soliton solutions, Jacobi elliptic function solutions and hyperbolic function solutions of (2 + 1)-dimensional time-fractional Zoomeron equation were obtained. Finally, the 3D and 2D graphs of some solutions were drawn by setting the suitable values of parameters with Maple, and analyze the dynamic behaviors of the solutions. 展开更多
关键词 Exact Traveling Wave Solutions (2 + 1)-dimensional Time-Fractional Zoomeron Equation The New mapping Approach The New Extended Auxiliary Equation Approach
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Embed-Solitons and Their Evolutional Behaviors of (3+1)-Dimensional Burgers System
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作者 ZHU Hai-Ping ZHENG Chun-Long College of Mathematics and Physics,Lishui University,Zhejiang 323000,China2 Shanghai Institute of Applied Mathematics and Mechanics,Shanghai University,Shanghai 200072,China 《Communications in Theoretical Physics》 SCIE CAS CSCD 2007年第7期57-62,共6页
With the help of an extended mapping approach and a linear variable separation method,new families ofvariable separation solutions with arbitrary functions for the(3+1)-dimensional Burgers system are derived.Based ont... With the help of an extended mapping approach and a linear variable separation method,new families ofvariable separation solutions with arbitrary functions for the(3+1)-dimensional Burgers system are derived.Based onthe derived exact solutions, some novel and interesting localized coherent excitations such as embed-solitons are revealedby selecting appropriate boundary conditions and/or initial qualifications.The time evolutional properties of the novellocalized excitation are also briefly investigated. 展开更多
关键词 extended mapping method (3+1)-dimensional Burgers system embed-soliton evolutional behavior
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Embedded-Soliton and Complex Wave Excitations of (3+1)-Dimensional Burgers System
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作者 ZHU Hai-Ping PAN Zhen-Huan Chun-Long 《Communications in Theoretical Physics》 SCIE CAS CSCD 2008年第6期1425-1431,共7页
Starting from the extended mapping approach and a linear variable separation method, we find new families of variable separation solutions with some arbitrary functions for the (3+1)-dimensionM Burgers system. Then... Starting from the extended mapping approach and a linear variable separation method, we find new families of variable separation solutions with some arbitrary functions for the (3+1)-dimensionM Burgers system. Then based on the derived exact solutions, some novel and interesting localized coherent excitations such as embedded-solitons, taper-like soliton, complex wave excitations in the periodic wave background are revealed by introducing appropriate boundary conditions and/or initial qualifications. The evolutional properties of the complex wave excitations are briefly investigated. 展开更多
关键词 extended mapping approach (3+1)-dimensional Burgers system embed-soliton taper-like soliton complex wave excitation
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New Families of Rational Form Variable Separation Solutions to(2+1)-Dimensional Dispersive Long Wave Equations
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作者 WEN Xiao-Yong 《Communications in Theoretical Physics》 SCIE CAS CSCD 2009年第5期789-793,共5页
With the aid of symbolic computation system Maple, some families of new rational variable separation solutions of the (2+1)-dimensional dispersive long wave equations are constructed by means of a function transfor... With the aid of symbolic computation system Maple, some families of new rational variable separation solutions of the (2+1)-dimensional dispersive long wave equations are constructed by means of a function transformation, improved mapping approach, and variable separation approach, among which there are rational solitary wave solutions, periodic wave solutions and rational wave solutions. 展开更多
关键词 improved mapping approach variable separation method (2+1)-dimensional dispersive long wave equations symbolic computation
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New Exact Solutions and Localized Structures for (3+1)-Dimensional Burgers System
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作者 LI Jiang-Bo MA Song-Hua REN Qing-Bao FANG Jian-Ping ZHENG Chun-Long 《Communications in Theoretical Physics》 SCIE CAS CSCD 2008年第4期955-959,共5页
With an extended mapping approach and a linear variable separation method, new families of variable separation solutions (including solitary wave solutions, periodic wave solutions, and rational function solutions) ... With an extended mapping approach and a linear variable separation method, new families of variable separation solutions (including solitary wave solutions, periodic wave solutions, and rational function solutions) with arbitrary functions for (3+1)-dimensionai Burgers system is derived. Based on the derived excitations, we obtain some novel localized coherent structures and study the interactions between solitons. 展开更多
关键词 extended mapping approach variable separation method (3+1)-dimensional Burgers system localized coherent structures the interactions between solitons
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一种基于迁移学习的PM_(2.5)浓度预测混合模型
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作者 卢新彪 叶春林 +2 位作者 陈艺森 吴文 陈钰丹 《系统仿真学报》 北大核心 2025年第4期882-894,共13页
为解决PM_(2.5)浓度预测中因不相关特征导致的算力成本增加及数据分布随时间变化导致概率分布差异的预测精度下降问题,构建了基于迁移学习的混合深度学习模型TraTCN-LSTM-BiGRU。采用均值热力图算法,选择与PM_(2.5)浓度相关的气象因子... 为解决PM_(2.5)浓度预测中因不相关特征导致的算力成本增加及数据分布随时间变化导致概率分布差异的预测精度下降问题,构建了基于迁移学习的混合深度学习模型TraTCN-LSTM-BiGRU。采用均值热力图算法,选择与PM_(2.5)浓度相关的气象因子作为模型输入特征;通过KL散度划分源域数据和目标域数据,并在模型中引入自适应层,实现领域间的分布适应性;设计TCN-LSTM-BiGRU模型,使用TCN提取多元变量中的高级空间特征,将提取的特征输入LSTM提取时间序列特征,通过残差连接融合特征并输入BiGRU进行预测。仿真结果表明:所提模型可以有效地预测PM_(2.5)未来变化趋势,并削弱数据分布差异所带来的影响。 展开更多
关键词 迁移学习 PM_(2.5)浓度 均值热力图 概率分布差异 TraTCN-LSTM-BiGRU
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基于WMTS标准的2.5维电子地图的构建 被引量:7
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作者 李玲 秦志伟 +1 位作者 王崇倡 刘正纲 《测绘与空间地理信息》 2014年第5期127-130,共4页
2.5维数字地图既具有三维数字地图良好的表现效果,又具备数据量小、网上传输速度快的优点,满足了在现有的网络环境下对三维地图的快速浏览访问,在传统二维地图和真三维地图之间起到了很好的承上启下的作用。本文针对阜新市二维矢量数据... 2.5维数字地图既具有三维数字地图良好的表现效果,又具备数据量小、网上传输速度快的优点,满足了在现有的网络环境下对三维地图的快速浏览访问,在传统二维地图和真三维地图之间起到了很好的承上启下的作用。本文针对阜新市二维矢量数据和属性数据,利用3ds Max软件对研究区域建模并渲染成图,然后,在PhotoShop软件中进行图幅拼接,最后制作成瓦片地图与矢量图叠加发布,以便实现在Web端对2.5维电子地图的浏览、查询和空间分析等功能,并重点研究了基于OGC的WMTS标准和瓦片金字塔技术的标准化切图制作、发布、调用方法。 展开更多
关键词 2 5维地图 OGC WMTS标准 瓦片金字塔 四叉树
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基于OpenLayers的2.5D地图的路径规划实现 被引量:5
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作者 王强 雷中英 张瑞 《测绘与空间地理信息》 2017年第5期97-100,共4页
针对生活中常见的二维电子服务地图,本文探讨了运用于已知的路径数据接口在2.5D电子地图上来实现3种路径规划的WebGIS设计方案。该项目将基于开源的Openlayers JavaScript类库包,实现公交路线、自驾路线、步行路线的查询、显示、路线详... 针对生活中常见的二维电子服务地图,本文探讨了运用于已知的路径数据接口在2.5D电子地图上来实现3种路径规划的WebGIS设计方案。该项目将基于开源的Openlayers JavaScript类库包,实现公交路线、自驾路线、步行路线的查询、显示、路线详细展示以及模拟实现导航功能。就实际研发过程中遇到的问题探讨解决方案,实现了基于OpenLayers的2.5D电子地图路径规划。 展开更多
关键词 交通规划 2.5D地图 OPENLAYERS 导航 WEBGIS
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融合星地多源数据资料的长三角地区高分辨率时空无缝PM_(2.5)浓度数据 被引量:2
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作者 李珂 白开旭 《遥感学报》 EI CSCD 北大核心 2022年第5期1002-1014,共13页
大气污染物浓度全方位动态监测是进行区域大气污染精细化防控的重要前提。为开展长三角地区小时分辨率PM_(2.5)浓度无缝制图,本研究通过耦合AOD缺失信息重建与多模数据融合技术,建立了一套能够有效集成卫星遥感、地面观测、数值模拟等... 大气污染物浓度全方位动态监测是进行区域大气污染精细化防控的重要前提。为开展长三角地区小时分辨率PM_(2.5)浓度无缝制图,本研究通过耦合AOD缺失信息重建与多模数据融合技术,建立了一套能够有效集成卫星遥感、地面观测、数值模拟等多源异构数据资料的近地面PM_(2.5)浓度无缝制图方案,并据此生产了2015年—2020年长三角地区小时分辨率无缝PM_(2.5)浓度格点数据产品。结果表明:本研究生产的PM_(2.5)浓度无缝格点产品与国控站点观测数据的交叉验证相关系数达0.9,平均偏差不超过10μg·m^(-3)。较于空间分布不均且相对稀疏的站点观测PM_(2.5)浓度资料,面域无缝PM_(2.5)浓度格点数据更能有效揭示长三角地区PM_(2.5)污染的时空变化特征;在2015年—2020年研究期内,其平均下降速率超过3μg·m^(-3)·a^(-1)。本研究发展的PM_(2.5)浓度无缝制图方法和生产的相关数据产品有望为区域灰霾污染防控和PM_(2.5)暴露健康风险评估研究提供方法参考和基础数据支撑。 展开更多
关键词 遥感 PM_(2.5) 制图 气溶胶光学厚度 多源数据融合 缺失信息重建 空气质量 长三角
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基于画家算法的2.5维统计地图符号消隐方法
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作者 张晓楠 张亚军 +2 位作者 华一新 赵军喜 张政 《测绘科学技术学报》 CSCD 北大核心 2015年第4期422-426,共5页
在利用2维符号图元构建2.5维统计地图符号时,图元的绘制顺序会影响其相互之间的压盖关系,不合理的绘制顺序将会导致2.5维地图符号模糊不清、表达无力。因此,必须采取特定的策略合理地安排图元的绘制顺序,以完成符号的顺利绘制。此处通... 在利用2维符号图元构建2.5维统计地图符号时,图元的绘制顺序会影响其相互之间的压盖关系,不合理的绘制顺序将会导致2.5维地图符号模糊不清、表达无力。因此,必须采取特定的策略合理地安排图元的绘制顺序,以完成符号的顺利绘制。此处通过对画家算法的分析,探讨基于该算法构建2.5维统计地图符号的基本思路,提出基于画家算法的2.5维统计地图符号空间消隐方法,详细阐述轴式消隐、面式消隐、体式消隐和扇式消隐等几种消隐方法,在保证图元完整性表达方面取得了良好的效果。实验结果表明,该方法可以有效地解决符号图元之间因绘制顺序不合理而产生的相互遮挡压盖问题,构建外形精美的2.5维统计地图符号,在一定程度上提高了统计地图的整体显示效果。 展开更多
关键词 画家算法 2.5 统计地图 符号 空间消隐
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基于改进麻雀搜索算法优化BP神经网络的PM_(2.5)浓度预测 被引量:15
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作者 赵侃 师芸 +1 位作者 牛敏杰 王虎勤 《测绘通报》 CSCD 北大核心 2022年第10期44-48,104,共6页
针对传统BP神经网络模型收敛速度慢、易陷入局部极值等问题,本文采用分段线性混沌映射(PWLCM)和萤火虫算法(FA)改进麻雀搜索算法(SSA),并优化BP神经网络模型初始权值和阈值,对西安市PM_(2.5)浓度进行预测。通过比较不同模型预测结果的... 针对传统BP神经网络模型收敛速度慢、易陷入局部极值等问题,本文采用分段线性混沌映射(PWLCM)和萤火虫算法(FA)改进麻雀搜索算法(SSA),并优化BP神经网络模型初始权值和阈值,对西安市PM_(2.5)浓度进行预测。通过比较不同模型预测结果的评价指标,并与性能较优的SSA-BP模型对比,ISSA-BP模型预测结果的RMSE、MAPE、MAE分别下降了3.70、3.73、3.34。试验结果表明,改进后的麻雀搜索算法具有高效的全局最优搜索能力,优化后的ISSA-BP神经网络预测稳定性高,精度优于BP、SSA-BP神经网络模型,可用于预测PM_(2.5)浓度。 展开更多
关键词 麻雀搜索算法 分段线性混沌映射 萤火虫算法 BP神经网络 PM_(2.5)浓度预测
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基于最优城市匹配神经网络模型的PM_(2.5)插值方法 被引量:2
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作者 周佩 杨凡 韦骏 《北京大学学报(自然科学版)》 EI CAS CSCD 北大核心 2023年第5期793-800,共8页
为解决部分城市PM_(2.5)浓度数据缺值严重,无法通过训练自身数据得到预报模型的问题,提出用相似城市的预报模型实现目标城市历史数据的填补。依据23个城市的气象数据、城市发展数据和PM_(2.5)浓度数据,建立基于自组织映射(SOM)和门控循... 为解决部分城市PM_(2.5)浓度数据缺值严重,无法通过训练自身数据得到预报模型的问题,提出用相似城市的预报模型实现目标城市历史数据的填补。依据23个城市的气象数据、城市发展数据和PM_(2.5)浓度数据,建立基于自组织映射(SOM)和门控循环单元(GRU)神经网络的PM_(2.5)日均浓度数据插值模型,并分别利用该插值模型和传统插值方法(线性插值和样条插值)对不同类型的缺值数据进行填补,对比两者的填补效果。实验结果表明,基于SOM神经网络的城市匹配模型可以准确地匹配出目标城市的相似城市;当缺值数据少于5天时,利用传统插值方法的填补效果优于GRU插值模型;当缺值数据多于5天时,GRU插值模型更胜任长时间缺测数据的填补工作。 展开更多
关键词 PM_(2.5) 自组织映射(SOM) 门控循环单元(GRU) 插值模型
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