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[1]陈浩杰,黄锦,左兴权,等.基于宽度＆深度学习的基站网络流量预测方法[J].郑州大学学报(工学版),2022,43(1):7-13.
CHEN H J，HUANG J，ZUO X Q, et al. Base station network traffic prediction method based on wide & deep learning[J].Journal of Zhengzhou University (Engineering Science),2022, 43(1):7-13.
[2]李北明,金荣璐,徐召飞,等.基于特征蒸馏的改进 Ghost -YOLOv5红外目标检测算法[J].郑州大学学报(工学版),2022,43(1):20-26.
LI B M，JIN R L，XU Z F, et al. An improved Ghost-YOLOv5 infrared target detection algorithm based on feature distillation[J].Journal of Zhengzhou University (Engineering Science),2022,43(1):20-26.
[3]王恭,孙铭阳,孙汇阳，等.一种基于自适应信息素蒸发系数的 WSN 蚁群路由算法[J].郑州大学学报(工学版),2022,43(1):41-47.
WANG G，SUN M Y，SUN H Y, et al.An adaptive pheromone evaporation coefficient based ant colony routing algorithm for wireless sensor networks[J].Journal of Zhengzhou University (Engineering Science),2022,43(1):41-47.
[4]李琳,李玉泽,张钰嘉,等.基于多估计器平均值的深度确定性策略梯度算法[J].郑州大学学报(工学版),2022,43(2):15-21.
LI L, LI Y Z, ZHANG Y J, WEI, Wei, et al. Deep deterministic policy gradient algorithm based on mean of multiple estimators[J].Journal of Zhengzhou University (Engineering Science),2022,43(2):15-21.
[5]熊伟,李瑞清,陈荤,等.一种基于空间划分树裁剪外包框的空间索引方法[J].郑州大学学报(工学版),2022,43(3):1-7.
XIONG W, LI R Q, CHEN L, et al. A spatial index based on clipping bounding box ofspace partitioning tree[J].Journal of Zhengzhou University (Engineering Science),2022,43(3):1-7.
[6]高岳林,杨钦文,王晓峰,等.新型群体智能优化算法综述[J].郑州大学学报(工学版),2022,43(3):21-30.
GAO Y L, YANG Q W, WANG X F, et al.Overview of new swarm intelligent optimization algorithms[J].Journal of Zhengzhou University (Engineering Science),2022,43(3):21-30.
[7]薛均晓, 武雪程, 王世豪,等. 基于改进YOLOv4的自然人群口罩佩戴检测方法[J]. 郑州大学学报(工学版), 2022, 43(04): 16-22.
XUE J X, WU X C, WANG S H, et al. A Method on Mask Wearing Detection of Natural Population Based on Improved YOLOv4[J]. Journal of Zhengzhou University (Engineering Science), 2022, 43(04): 16-22.
[8]张富强, 白筠妍, 张林朋. 基于生产甘特图的AGV资源约束调度方法[J]. 郑州大学学报(工学版), 2022, 43(04): 23-9.
ZHANG F Q, BAI J Y, ZHANG L P. Scheduling Method with AGV Resource Based on Production Gantt Chart[J]. Journal of Zhengzhou University (Engineering Science), 2022, 43(04): 23-9.
[9]成科扬,荣兰,蒋森林,等.基于深度学习的遥感图像超分辨率重建方法综述[J].郑州大学学报(工学版),2022,43(05):8-16.
CHENG K Y, RONG L, JIANG S L, et al. Overview of Methods for Remote Sensing Image Super-resolution Reconstruction Based on Deep Learning[J].Journal of Zhengzhou University (Engineering Science),2022,43(05):8-16.
[10]贾云飞,郑红木,刘闪亮.基于YOLOv5s的金属制品表面缺陷的轻量化算法研究[J].郑州大学学报(工学版),2022,43(05):31-8.
JIA Y F, ZHENG H M, LIU S L. Lightweight Surface Defect Detection Method of Metal Products Based on YOLOv5s[J].Journal of Zhengzhou University (Engineering Science),2022,43(05):31-8.
[11]杨起,刘牧耕,马郓.一种面向UI手稿识别的数据集制作方法[J].郑州大学学报(工学版),2022,43(06):1-7+14.
YANG Q, LIU M G, MA Y. An Efficient Approach to Creating Hand Drawn Dataset for UI Manuscript Recognition[J].Journal of Zhengzhou University (Engineering Science),2022,43(06):1-7+14.
[12]王培崇,尹欣洁,李丽荣.一种具有学习机制的海鸥优化算法[J].郑州大学学报(工学版),2022,43(06):8-14.
WANG P C, YIN X J, LI L R. An Improved Seagull Optimization Algorithm with Learning[J].Journal of Zhengzhou University (Engineering Science),2022,43(06):8-14.
[13]黄东强,黄建强,贾金芳,等.基于CPU+GPU异构并行的广义共轭余差算法性能优化[J].郑州大学学报(工学版),2022,43(06):15-21.
HUANG D Q, HUANG J Q, JIA J F, et al. Performance Optimization of GCＲ in GRAPES Based on CPU+GPU Heterogeneous Parallel[J].Journal of Zhengzhou University (Engineering Science),2022,43(06):15-21.
[14]黄骅,江俊,杨永康,等.一种收益最大化的服务功能链优化编排算法[J].郑州大学学报(工学版),2022,43(06):22-9.
HUANG H, JIANG J, YANG Y K, et al. A Profit Maximization Services Function Chain Orchestration Algorithm [J]. Journal of Zhengzhou University (Engineering Science),2022,43(06):22-9.
[15]周澳回,翁知远,周思源,等.一种基于主题过滤和语义匹配的服务发现方法[J].郑州大学学报(工学版),2022,43(06):36-41+56.
ZHOU A H, WENG Z Y, ZHOU S Y, et al. A Service Discovery Method Based on Topic Filtering and Semantic Matching[J].Journal of Zhengzhou University (Engineering Science),2022,43(06):36-41+56.
[16]王军芬,刘培跃,董建彬,等.用于分割无损检测图像的快速模糊C均值算法[J].郑州大学学报(工学版),2022,43(06):42-8.
WANG J F, LIU P Y, DONG J B, et al. Fast Fuzzy C Means Algorithm for Segmentation of Non-destructive Testing Image[J].Journal of Zhengzhou University (Engineering Science),2022,43(06):42-8.

[1]卢晨辉,冯硕,易爱华,等.基于深度学习的加油站销量预测与营销策略应用研究[J].郑州大学学报(工学版),2022,43(1):1-6.
LU C H，FENG S，YI A H, et al. Gasoline station sales prediction method based on deep learning and its application of promotion strategy[J].Journal of Zhengzhou University (Engineering Science),2022,43(1):1-6.
[2]潘用科,贺紫平,夏克文,等.改进的协同训练半监督 SVM 在油层识别中的应用[J].郑州大学学报(工学版),2022,43(1):14-19.
PAN Y K，HE Z P，XIA K W, et al. Improved co-training semi-supervised SVM and its application in oil Layer recognition[J].Journal of Zhengzhou University (Engineering Science),2022,43(1):14-19.
[3]肖斌,张恒宾,刘宏伟.改进PS0-BPNN算法在管道腐蚀预测中的应用[J].郑州大学学报(工学版),2022,43(1):27-33.
XIAO B，ZHANG H B，LIU H W .Application of improved PSO-BPNN algorithm in corroded pipelines prediction[J].Journal of Zhengzhou University (Engineering Science), 2022,43(1):27-33.
[4]周文进,李凡,薛峰.基于YOLOv3和注意力机制的野外蝴蝶种类识别[J].郑州大学学报(工学版),2022,43(1):34-40.
ZHOU W J，LI F，XUE F. Identification of butterfly species in the wild based on YOLOv3 and attention mechanism[J].Journal of Zhengzhou University (Engineering Science),2022, 43(1):34-40.
[5]张方方,张文丽,王婷婷.基于速度补偿算法的多机器人编队控制研究[J].郑州大学学报(工学版),2022,43(2):1-6.
ZHANG F F, ZHANG W L, WANG T T .Research on multi-robot formation control based on speed compensation algorithm[J].Journal of Zhengzhou University (Engineering Science), 2022, 43(2):1-6.
[6]华蓓,陈前,黄汝维.基于特征匹配的图像真伪检测方法的研究[J].郑州大学学报(工学版),2022,43(2):22-27.
HUA B, CHEN Q, HUANG R W. Research of image authenticity detection method based on feature matching[J].Journal of Zhengzhou University (Engineering Science),2022,43(2): 22-27.
[7]黄华娟,韦修喜,周永权.光滑栾生参数化不敏感支持向量回归机[J].郑州大学学报(工学版),2022,43(2):28-34.
HUANG H J, WEI X X, ZHOU Y Q. mooth twin parametric insensitive support vector regression [J].Journal of Zhengzhou University (Engineering Science),2022,43(2):28-34.
[8]田旭,彭飞,刘飞.基于金字塔特征与边缘优化的显著性对象检测[J].郑州大学学报(工学版),2022,43(2):35-43.
TIAN X, PENG F, LIU F. Salient object detection based on pyramid features and edge optimization[J].Journal of Zhengzhou University (Engineering Science),2022,43(2):35-43.
[9]郑建兴,郭彤彤,申利华.基于评论文本情感注意力的推荐方法研究[J].郑州大学学报(工学版),2022,43(2):44-50.
ZHENG J X, GUO T T, SHEN L H. Research on recommendation method based on sentimental attention of review text[J].Journal of Zhengzhou University (Engineering Science),2022,43(2):44-50.
[10]张大龙,余刚,李致远,等.考虑杆臂误差的组合导航分离协方差交叉算法[J].郑州大学学报(工学版),2022,43(3):8-14.
ZHANG D L, YU G, LI Z Y, et al. Split covariance intersection algorithm for inte grated navigation system considering lever arm error[J].Journal of Zhengzhou University (Engineering Science),2022,43(3):8-14.
[11]马栋榉,李敏,张端金. 基于波形边缘检测的Wi-Fi室内定位信号TOA估计[J].郑州大学学报 (工学版), 2022,43(3):15-20.
MA D J, LI M, ZHANG D J.TOA estimation of wi-Fi based on indoor localization signal by waveform edge detection[J].Journal of Zhengzhou University (Engineering Science),2022, 43(3):15-20.
[12]曲思霖,王从庆,李建亮,等.基于小波变换共空间模式的脑电信号解码[J].郑州大学学报(工学版),2022,43(3):31-36.
QU S L, WANG C Q, LI J L, et al. EEG decoding based on wavelet transform and common space pattern[J].Journal of Zhengzhou University (Engineering Science),2022,43(3):31-36.
[13]刘海洋,董亮辉,高金峰,等.LCL型并网逆变器电流谐波抑制策略研究[J].郑州大学学报(工学版),2022,43(1):97-102.
LIU H Y，DONG L H，GAO J F, et al. Research on current harmonic suppression strategy of the LCL grid-connected inverter[J].Journal of Zhengzhou University (Engineering Science),2022,43(1):97-102.
[14]曾庆山, 周亚帅, 陶长春, et al. 电驱动机械臂的自抗扰鲁棒哈密顿跟踪控制[J]. 郑州大学学报(工学版), 2022, 43(04): 1-7+15.
ZENG Q S, ZHOU Y S, TAO C C, et al. Active Disturbance Rejection Robust Hamiltonian Tracking Control of Electrically Driven Manipulator[J]. Journal of Zhengzhou University (Engineering Science), 2022, 43(04): 1-7+15.
[15]万红,贾上坤,崔恩泽,张俊明.基于人体姿态估计的站桩数字化表达与评估[J].郑州大学学报(工学版),2022,43(04):8-15.
WAN H, JIA S K, CUI E Z, ZHANG Z M. Digital Expression and Evaluation of Standing Stake Based on Human Pose Estimation[J] Journal of Zhengzhou University (Engineering Science),2022,43(04):8-15.
[16]彭金柱,张建新,曾庆山.基于改进差分进化的3-RPS机器人逆运动学参数标定[J].郑州大学学报(工学版),2022,43(05):1-7+38.
PENG J Z, ZHANG J X, ZENG Q S. Inverse Kinematic Parameters Calibration of 3-RPS Parallel Robot Based on Modified Differential Evolution[J].Journal of Zhengzhou University (Engineering Science),2022,43(05):1-7+38.
[17]轩华,李海云,李冰.具有机器可利用性的双目标置换流水车间调度[J].郑州大学学报(工学版),2022,43(05):17-23.
XUAN H, LI H Y, LI B. Bi-objective Permutation Flow Shop Scheduling with Machine Availability[J].Journal of Zhengzhou University (Engineering Science), 2022,43(05):17-23.
[18]冯皓楠,何智勇,马良荔.基于图文注意力融合的主题标签推荐[J].郑州大学学报(工学版),2022,43(06):30-5.
FENG H N, HE Z Y, MA L L. Multimodal Hashtag Recommendation Based on Image and Text Attention Fusion[J].Journal of Zhengzhou University (Engineering Science),2022,43(06):30-5.

[1]张鹏,钟山,朱锐,等.基于熵权法﹣云模型的石拱桥技术状况评定[J].郑州大学学报(工学版),2022,43(1):69-75.
ZHANG P，ZHONG S，ZHU R, et al. Evaluating technical condition of stone arch bridge based on entropy method-cloud model[J].Journal of Zhengzhou University (Engineering Science),2022,43(1):69-75.
[2]靳军伟,付柏毅,陈允斌,等, 隧道 Park 收敛模式正交下穿既有隧道影响分析[J].郑州大学学报(工学版),2022,43(1):76-82.
JIN J W，FU B Y，CHEN Y B, et al, Analysis of existing tunnels deformation induced by new othogonal tunneling using park convergence model[J].Journal of Zhengzhou University (Engineering Science),2022,43(1):76-82.
[3]金立兵,余化龙,王振清,等.再生混凝土抗氯离子渗透的五相细观数值模拟[J].郑州大学学报(工学版),2022,43(1):83-89.
JIN L B，YU H L，WANG Z Q, et al. Five-phase mesoscopic numerical simulation of chloride permeation resistance in recycled aggregate concrete[J].Journal of Zhengzhou University (Engineering Science),2022,43(1):83-89.
[4]郭成超,朱传鑫.装配式可回收双排桩支护结构的开挖支护分析[J].郑州大学学报(工学版),2022,43(2):78-83.
GUO C C, ZHU C X. Analysis of excavation and support of prefabricated returnable double-row piles support structure[J].Journal of Zhengzhou University (Engineering Science), 2022,43(2):78-83.
[5]单玉麟,黄福云,罗小烨,等.整体桥台后大不平衡土压力计算方法研究[J].郑州大学学报(工学版),2022,43(2):84-90.
SHAN Y L, HUANG F Y, LUO X Y, et al.Study on calculation method of larger unbalanced earth pressure of backfill behind abutment in integral abutment jointless bridges[J].Journal of Zhengzhou University (Engineering Science),2022,43(2):84-90.
[6]陈远,金蕊,查亚闯.基于贝叶斯网络的大型公共项目进度延误风险研究[J].郑州大学学报(工学版),2022,43(2):91-97.
CHEN Y, JIN R, ZHA Y C. Research on delay risk of large complex public projects based on bayesian network[J].Journal of Zhengzhou University (Engineering Science),2022,43(2): 91-97.
[7]梁九凯,奥村运明,袁卫军.C9石油树脂对 SBS 改性沥青性能的增强效果研究[J].郑州大学学报(工学版),2022,43(2):105-110.
LIANG J K, OKUMURA U M, YUAN W J. Strengthening effect of C9 petroleum resin on SBS modified asphalt[J].Journal of Zhengzhou University (Engineering Science),2022,43(2): 105-110.
[8]吴文亮,代生林,斯李.糠醛抽出油再生沥青的流变和感温性能研究[J].郑州大学学报(工学版),2022,43(3):52-58.
WU W L, DAI S L, SI L. Study on rheological and temperature sensitive properties of recycled asphalt from furfural extraction oil[J].Journal of Zhengzhou University (Engineering Science),2022,43(3):52-58.
[9]邓友生,孟丽青,蔡梦真,等.水泥土搅拌桩加固黄土路基稳定性研究[J].郑州大学学报(工学版),2022,43(3):59-66.
DENG Y S, MENG L Q, CAI M Z, et al.Research on stability of loess roadbed reinforced with cement-soil mixing piles[J].Journal of Zhengzhou University (Engineering Science), 2022,43(3):59-66.
[10]林上顺,何乐,夏樟华,等.榫卯﹣灌浆套筒混合连接装配式方墩轴压承载力[J].郑州大学学报(工学版),2022,43(3):67-72.
LIN S S, HE Y, XIA Z H, et al.Tenon-grouting sleeve connection fabricated square pier axial compression bearing capacity[J].Journal of Zhengzhou University (Engineering Science), 2022, 43(3):67-72.
[11]楚留声, 王启源, 王帅起,等.反复荷载下CRC梁柱节点纵筋黏结性能试验研究[J].郑州大学学报(工学版), 2022, 43(04): 74-9.
CHU L S, WANG Q Y, WANG S Q, et al. Experimental Study on the Bonding Performance of Longitudinal Reinforcement in CRC Beam-column Joints under Cyclic Loads[J]. Journal of Zhengzhou University (Engineering Science),2022, 43(04): 74-9.
[12]梁岩,闫士昌,赵博洋,王艳,张朝阳.近断层高速铁路刚构桥地震易损性分析[J].郑州大学学报(工学版),2022,43(04):80-85+91.
LIANG Y, YAN S C, ZHAO B Y, et al. Seismic Fragility Analysis of Rigid Frame Bridge Near-fault High-speed Railway[J]. Journal of Zhengzhou University (Engineering Science), 2022,43(04):80-85+91.
[13]陈正发,陈振飞,刘健鹏,等.碳纳米管改性黏土力学性能及微观机制研究[J].郑州大学学报(工学版),2022,43(04):86-91.
CHEN Z F, CHEN Z F, LIU J P, et al. Experimental Study on Mechanical Properties and Micro-mechanism of Clay Modified by Carbon Nanotubes[J].Journal of Zhengzhou University (Engineering Science),2022,43(04):86-91.
[14]彭赵旭,姜昆,娄天宇,等.基于响应面法优化混凝效果及其机理研究[J].郑州大学学报(工学版),2022,43(04):92-96+103.
PENG Z X, JIANG K, LOU T Y, et al. Study on the Optimization of Coagulation Effect and Mechanism by Response Surface Methodology[J]. Journal of Zhengzhou University (Engineering Science),2022,43(04):92-96+103.
[15]尹小春,卢耀辉,赵宏星,等.隧道工况下高速列车动态气密性数值分析方法[J].郑州大学学报(工学版),2022,43(05):52-8.
YIN X C, LU Y H, ZHAO H X, et al. Numerical Analysis Method for Dynamic Air Tightness Value of High-speed Train[J].Journal of Zhengzhou University (Engineering Science),2022,43(05):52-8.
[16]刘忠玉,朱少培,崔鹏陆,等.半透水边界下饱和黏土地基的一维黏弹性固结分析[J].郑州大学学报(工学版),2022,43(05):71-7.
LIU Z Y, ZHU S P, CUI P L, et al. One-dimensional Viscoelastic Consolidation Analysis of Saturated Clay Layer with Semi-permeable Boundary[J].Journal of Zhengzhou University (Engineering Science),2022,43(05):71-7.
[17]梁岩,赵正豪,杜晓溪,等.预应力系梁基础斜柱钢结构施工全过程受力分析[J].郑州大学学报(工学版),2022,43(05):78-83.
LIANG Y, ZHAO Z H, DU X X, et al. Analysis of the Forces in the Whole Construction Process of the Inclined Column Steel Structure of the Prestressed Beam Foundation[J].Journal of Zhengzhou University (Engineering Science),2022,43(05):78-83.
[18]刘昉,张鲁丰,庞博慧,等.基于CEEMDAN和MPE的导墙振动信号降噪方法及应用[J].郑州大学学报(工学版),2022,43(05):91-7.
LIU F, ZHANG LU F, PANG B H, et al. Denoising Method of Discharge Guide Wall Vibration Signal Based on CEEMDAN and MPE and Its Application[J].Journal of Zhengzhou University (Engineering Science),2022,43(05):91-7.
[19]杨平,王岩梓,刁鹏程.上覆荷载对重塑粉质黏土补水冻胀特性影响[J].郑州大学学报(工学版),2022,43(06):83-9.
YANG P, WANG Y Z, DIAO P C. Influence of Load on Frost Heaving Characteristics of Remolded Silty Clay[J].Journal of Zhengzhou University (Engineering Science),2022,43(06):83-9.
[20]元成方,陈阳,王世博,等.激发方式对再生砖微粉活性的影响与机理研究[J].郑州大学学报(工学版),2022,43(06):97-103+10.
YUAN C F, CHEN Y, WANG S B, et al. Study on the Effect and Mechanism of Excitation Modes on the Activity of Recycled Brick Micropowder[J].Journal of Zhengzhou University (Engineering Science),2022,43(06):97-103+10.
[21]赵毅,段松甫,牛中浩.钢管混凝土异形柱-钢梁节点恢复力模型研究[J].郑州大学学报(工学版),2022,43(06):104-10.
ZHAO Y, DUAN S F, NIU Z H. Research on Restoring Force Modeling of Concrete-filled Steel Tubular Special-shaped Column-steel Beam Nodes[J].Journal of Zhengzhou University (Engineering Science),2022,43(06):104-10.

[1]白国长,吴贺松,郑鹏.基于立方型转矩分配函数SRM直接转矩控制[J].郑州大学学报(工学版),2022,43(1):48-54.
BAI G C，WU H S，ZHENG P. Direct torque control of switched reluctance motor based on cubic torque sharing function[J].Journal of Zhengzhou University (Engineering Science),2022,43(1):48-54.
[2]郑艳萍,张瑞根,梁帅,等.对称Y型分岔微通道微滴分裂数值模拟与实验研究[J].郑州大学学报(工学版),2022,43(1):55-61.
ZHENG Y P，ZHANG R G，LIANG S, et al. Numerical simulation and experimental investigation of droplet splitting in symmetric Y-type bifurcation microchannels[J].Journal of Zhengzhou University (Engineering Science),2022,43(1):55-61.
[3]韩坤峰,刘艳红,毛晓波,等.弯曲气动肌肉驱动手腕康复装置的设计与研究[J].郑州大学学报(工学版),2022,43(1):62-68.
HAN K F，LIU Y H，MAO X B, et al. Design and research of wrist rehabilitation device driven by bending pneumatic muscle[J].Journal of Zhengzhou University (Engineering Science),2022,43(1):62-68.
[4]王建明,李钊全,李博志.基于光滑﹣扩展有限元法的裂纹扩展研究[J].郑州大学学报(工学版),2022,43(2):51-57.
WANG J M, LI Z Q, LI B Z. Research on crack propagation based on smooth-extended finite element method[J].Journal of Zhengzhou University (Engineering Science),2022, 43(2): 51-57.
[5]潘公宇,冯雅琪,陈林,等.考虑热变形影响的盘式制动器制动抖动分析[J].郑州大学学报(工学版),2022,43(2):58-64.
PAN G Y, FENG Y Q, CHEN L, et al. Brake judder analysis of disc brake considering thermal deformation[J].Journal of Zhengzhou University (Engineering Science),2022,43(2): 58-64.
[6]梁杰,张志强,高金刚.40Cr／石墨关节轴承摩擦学性能及磨损机理研究[J].郑州大学学报(工学版),2022,43(2):65-70.
LIANG J, ZHANG Z Q, GAO J G. Study on tribological properties and wear mechanism of 40Cr/Graphite spherical plain bearings[J].Journal of Zhengzhou University (Engineering Science),2022,43(2):65-70.
[7]任菲,王得玺,时桂芹,等.含有点蚀故障的人字行星齿轮传动系统动态分析[J].郑州大学学报(工学版),2022,43(2):71-77.
REN F, WANG D X, SHI G Q, et al. Dynamic analysis of heringbone planetary gear transmission system with pitting failure[J].Journal of Zhengzhou University (Engineering Science),2022,43(2):71-77.
[8]陈江义,史文华,秦东晨,等.RV减速器线针轮传动脂润滑弹流分析[J].郑州大学学报(工学版),2022,43(3):98-103.
CHEN J Y, SHI W H, QIN D C, et al. Elastohydrodynamic analysis of grease lubrication for cycloid pin wheel transmission of RV reducer[J].Journal of Zhengzhou University (Engineering Science),2022,43(3):98-103.
[9]张三川,马啸.基于轨迹加权预测的主动避撞安全距离模型及算法[J].郑州大学学报(工学版),2022,43(3):104-110.
ZHANG S C, MA X.A safe distance model and algorithm for active collision avoidance based on weighted prediction of trajectory[J].Journal of Zhengzhou University (Engineering Science),2022,43(3):104-110.
[10]赵华东,杨号南,孙夏爽,等.多制冷片热电模组中制冷片热布局仿真研究[J].郑州大学学报(工学版),2022,43(04):30-34.
ZHAO H D, YANG H N, SUN X S, et al. Simulation of Thermal Layout of Multi-TEC Thermoelectric Cooling Module[J]. Journal of Zhengzhou University (Engineering Science),2022,43(04):30-34.
[11]刘洋,李凌均,王宇,等.基于FIF-CYCBD的滚动轴承故障特征提取方法研究[J].郑州大学学报(工学版),2022,43(04):35-40.
LIU Y, LI L Y, WANG Y, et al. Fault Feature Extraction Method of Rolling Bearings Based on FIF-CYCBD[J]. Journal of Zhengzhou University (Engineering Science), 2022,43(04):35-40.
[12]刘利平,韩顺创,陈硕,等.基于热力学的生物油重整制氢低CO工艺优化[J].郑州大学学报(工学版),2022,43(04):41-46.
LIU L P, HAN S C, CHEN S, et al. Process Optimization of Bio-oil Reforming for Hydrogen Production with Low CO Based on Thermodynamics[J]. Journal of Zhengzhou University (Engineering Science), 2022,43(04):41-46.
[13]董辛旻,张洪溧,徐刚,等.基于联合评价的微滴检测芯片微通道结构优化[J].郑州大学学报(工学版),2022,43(04):47-52.
DONG X M, ZHANG H L, XU G, et al. Optimization of Micro-channel Structure for Microfluidic Droplet Detection Chip Based on Joint Evaluation[J]. Journal of Zhengzhou University (Engineering Science), 2022,43(04):47-52.
[14]杨孝才,贾秋红,屈翔,等.操作参数对质子交换膜燃料电池冷却效果分析[J].郑州大学学报(工学版),2022,43(04):53-59.
YANG X C, JIA Q H, QU X, et al. Analysis of Cooling Effect of Operating Parameters on Proton Exchange Membrane Fuel Cells [J]. Journal of Zhengzhou University (Engineering Science), 2022,43(04):53-59.
[15]房占鹏,冉凯文,田淑侠,等.约束阻尼板的黏弹性阻尼层细观拓扑优化设计[J].郑州大学学报(工学版),2022,43(04):60-66.
FANG Z P, RAN K W, TIAN S X, et al. Mesoscopic Topology Optimization of Viscoelastic Damping Layer for Constrained Layer Damping Plate[J]. Journal of Zhengzhou University (Engineering Science),
[16]刘德平,郑凯,李冬梅.氧合器内部流场特性分析与溶血评估[J].郑州大学学报(工学版),2022,43(05):39-45.
LIU D P, ZHENG K, LI D M. Analysis of Flow Field Characteristics and Hemolysis Evaluation in Oxygenator[J].Journal of Zhengzhou University (Engineering Science),2022,43(05):39-45.
[17]马新灵,张景迪,孟祥睿,等.ORC向心透平的CFD计算与性能分析[J].郑州大学学报(工学版),2022,43(05):46-51.
MA X L, ZHANG J D, MENG X R, et al. CFD Calculation and Performance Analysis of ORC Radial Inflow Turbine[J].Journal of Zhengzhou University (Engineering Science),2022,43(05):46-51.
[18]张银霞,刘修武,原少帅,等.硬态车削工艺对18CrNiMo7-6钢表层硬度及微观组织的影响[J].郑州大学学报(工学版),2022,43(05):59-64.
ZHANG Y X, LIU X W, YUAN S S, et al. Impact of Hard Turning Process on Surface Hardness and Microstructure of 18CrNiMo7-6 Steel[J].Journal of Zhengzhou University (Engineering Science),2022,43(05):59-64.
[19]苏智剑,陈晨.小型多级空气压缩机单向阀特性分析及优化设计[J].郑州大学学报(工学版),2022,43(05):65-70+7.
SU Z J, CHEN C. Characteristic Analysis and Optimization Design of Check Valve for Small Multistage Air Compressor[J].Journal of Zhengzhou University (Engineering Science), 2022,43(05):65-70+7.

[1]罗文,郝振华,李树荣,等.氧化铟和氧化锡混合粉体喷雾造粒工艺研究[J].郑州大学学报(工学版),2022,43(2):98-104.
LUO W, HAO Z H, LI S R, et al. Process research on spray granulation of mixed indium oxide and tin oxide powder[J].Journal of Zhengzhou University (Engineering Science),2022, 43(2): 98-104.
[2]李强,段浩宇,高镜清,等.矿渣硅酸盐水泥除磷性能研究[J].郑州大学学报(工学版), 2022,43(3):73-80.
LI Q, DUAN H Y, GAO J Q, et al. Research on phosphorus removal performance of portland blast furnace slag cement[J].Journal of Zhengzhou University (Engineering Science),2022, 43(3):73-80.
[3]梁天水,张俊格,毛思远,等.NaHCO3 与典型气体协同灭火效果研究[J].郑州大学学报(工学版),2022,43(3):81-86.
LIANG T S, ZHANG J G，MAO S Y, et al. Study on synergistic fire extinguishing effect of NaHCO3, and typical gas[J].Journal of Zhengzhou University (Engineering Science),2022, 43(3):81-86.
[4]张晓羽,郭红博,邹卫华.PEI改性沙柳对水中酸性铬兰K的吸附作用研究[J].郑州大学学报(工学版),2022,43(3):87-92.
ZHANG X Y, GUO H B, ZOU W H. Investigation into the adsorption mechanism of acid chrome blue K in aqueous solution using polyethyleneimine modified salix[J].Journal of Zhengzhou University (Engineering Science),2022,43(3):87-92.
[5]李海华,王魁英,杨小丽,等.水下脉冲放电等离子体系统及其放电特性研究[J].郑州大学学报(工学版),2022,43(3):93-97.
LI H H, WANG K Y, YANG X L, et al. Research on pulsed discharge plasma system underwater and its discharge characteristics[J].Journal of Zhengzhou University (Engineering Science),2022,43(3):93-97.
[6]李鹏,王博士,郭健,等.基于有限元仿真的三芯光纤复合海缆扭转研究[J].郑州大学学报(工学版),2022,43(04):67-73.
LI P, WANG B S, GUO J, et al. Torsional Research of Three-core Fiber Composite Submarine Cable Based on Finite Element Simulation[J].Journal of Zhengzhou University (Engineering Science), 2022,43(04):67-73.
[7]孙超,张振洲,陈宝见,等.Na对Fe-Zn催化剂结构及CO2加氢制烯烃的影响[J].郑州大学学报(工学版),2022,43(04):97-103.
SUN C, ZHANG Z Z, CHEN B J, et al. Effects of Na on Structure of Fe-Zn Catalysts and Their Consequences for Olefins Formation during CO2 Hydrogenation[J].Journal of Zhengzhou University (Engineering Science), 2022,43(04):97-103.
[8]张先乐,刘自豪,黄浩,等.In2O3/TiO2室温氢气传感器及其优异的氢敏性能[J].郑州大学学报(工学版),2022,43(04):104-110.
ZHANG X L, LIU Z H, HUANG H, et al. Research of In2O3/Ti02 Room Temperature Hydrogen Sensors and Its Excellent Hydrogen Sensitivity [J].Journal of Zhengzhou University (Engineering Science),2022,43(04):104-110.
[9]刘华东,徐浩轩,李合伟,等.氮硫掺杂碳量子点荧光探针检测Fe~(3+)和Hg~(2+)[J].郑州大学学报(工学版),2022,43(06):64-9.
LIU H D, XU H X, LI H W, et al. Detection of Fe~(3+) and Hg~(2+) by N and S Doped CDs Fluorescence Probe[J].Journal of Zhengzhou University (Engineering Science),2022,43(06):64-9.
[10]员紫梦,刘单单,黄佳佳.黏结剂对钾硫电池正极材料性能的影响研究[J].郑州大学学报(工学版),2022,43(06):70-6.
YUAN Z M, LIU D D, HUANG J J. Effect of Binders on the Performance of SPAN Cathode for Potassium-sulfur Batteries[J].Journal of Zhengzhou University (Engineering Science),2022,43(06):70-6.
[11]彭赵旭,王炬,娄天宇,等.进水碳磷比对SBR系统污泥沉降及脱氮除磷性能的影响[J].郑州大学学报(工学版),2022,43(06):77-82.
PENG Z X, WANG J, LOU T Y, et al. Effect of Influent Carbon-phosphorus Ratio on Sludge Sedimentation and Nitrogen and Phosphorus Removal in SBR System[J].Journal of Zhengzhou University (Engineering Science),2022,43(06):77-82.


[1]黄万伟,袁博,王苏南,等.基于非零和信号博弈的主动防御模型[J].郑州大学学报(工学版),2022,43(1):90-96.
HUANG W W，YUAN B，WANG S N, et al. Proactive defense model based on Non-Zero-Sum signal game[J].Journal of Zhengzhou University (Engineering Science),2022, 43(1):90-96.
[2]李永强,刘兆伟.基于区块链的车联网安全信息共享机制设计[J].郑州大学学报(工学版),2022,43(1):103-110.
LI Y Q，LIU Z W. Blockchain-based secure data sharing mechanism design in the vehicular networks[J].Journal of Zhengzhou University (Engineering Science),2022,43(1):103-110.
[3]吴小燕,刘强,朱成璋.社交网络中协同舆论欺诈检测方法应用研究[J].郑州大学学报(工学版),2022,43(2):7-14.
WU X Y, LIU Q, ZHU C Z. Research on application of collaborative public opinion fraud detection method in social network[J].Journal of Zhengzhou University (Engineering Science),2022,43(2):7-14.
[4]张安琳,张启坤,黄道颖,等.基于CNN与BiGRU 融合神经网络的人侵检测模型[J].郑州大学学报(工学版),2022,43(3):37-43.
ZHANG A L, ZHANG Q K, HUANG D Y, et al. Intrusion detection model based on CNN and BiGRU fusing neural network[J].Journal of Zhengzhou University (Engineering Science),2022,43(3):37-43.
[5]汪祖民,王冬昊,梁霞,等.基于DBSCAN _ GAN _ XGBoost 的网络人侵检测方法[J].郑州大学学报(工学版),2022,43(3):44-51.
WANG Z M, WANG D H, LIANG X, et al. Network intrusion detection method based on DBSCAN_GAN_XGBoost[J].Journal of Zhengzhou University (Engineering Science),2022, 43(3): 44-51.

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