学术论文：

一、 储能技术

[1]State of Health Prediction of Lithium-Ion Batteries Based on IDOGRU[J]. Journal of The Electrochemical Society, 2025 172 110521 1945-7111. 2025.11  SCI

[2]Hybrid Temporal Convolutional Network-Transformer Model Optimized by Particle Swarm Optimization for State of Charge Estimation of Lithium-Ion Batteries[J]. Energy Engineering, 2026, Vol.123, No.4.2026.3  EI

[3]Joint Estimation of SOH and RUL for Lithium-Ion Batteries Based on Improved Twin Support Vector Machine[J]. Energy Engineering, 2024.12  EI

[4]Enhancing the state-of-charge estimation of lithium-ion batteries using a CNN-BiGRU and AUKF fusion model[J]. COMPUTERS & ELECTRICAL ENGINEERING, Vol.120,2024.12 SCI

[5]Remaining useful life prediction method of lithium-ion  batteries is based on variational modal decomposition and deep learning integrated approach[J].ENERGY, Vol.282,Nov, 2023  SCI

[6]Indirect prediction of remaining useful life for lithium-ion batteries based on improved multiple kernel extreme learning machine[J].Journal of Energy Storage, 2023(64),August 2023  SCI

[7]Extreme learning machine model for state-of-charge estimation of lithium-ion battery using salp swarm algorithm [J].Journal of Energy Storage, 2022 (52)    SCI

[8]基于ISSA-KELM的锂离子电池组SOC预测[J].电源学报,2024,22(6):217-224.

[9]基于改进门控循环单元神经网络的锂电池组荷电状态预测[J].科学技术与工程,2023,23(12):5102-5109.

[10].基于PBES-LS-SVM的锂离子电池组SOC预测[J].电源技术,2022,46(11):1279-1283.

[11]基于UGOA-BP的锂电池SOC估算[J].储能科学与技术,2022,11(1):258-264.

二、电能质量、电力电子与电力传动

[1]Harmonic Detection Method Based on Parameter Optimization VMD-IWT Combined Noise Reduction[J]. Appl. Sci. 2024, 14, 5076.  SCI

[2]Harmonic Characteristics Data-Driven THD Prediction Method for LEDs Using MEA-GRNN and Improved-AdaBoost Algorithm[J].in IEEE Access, vol. 9, pp. 31297-31308, 2021,  SCI

[3]An Improved Power Quality Evaluation for LED Lamp Based on G1-Entropy Method[J]. IEEE Access, vol. 9, pp. 111171-111180, 2021, SCI

[4]基于聚类和傅里叶基PSO-Elman谐波检测研究[J].计算机仿真,2022,39(7):117-123.

[5]基于复调制细化和Adaline网络的谐波检测方法[J].中国测试,2022,48(5):43-50.

[6]PWM逆变器相电流重构研究与误差分析[J].电工技术学报,2011,26(1):108-114+161 EI

[7]变频调速系统过调制时的相电流重构方法[J].清华大学学报(自然科学版),2010,50(11):1757-1761  EI

[8]电梯用通用变频器主电路安全性研究[J].电气应用,2008,27(23):64-66.

三、 火灾预测与应急疏散

[1] Building Fire Location Predictions Based on FDS and Hybrid Modelling[J] Buildings 2025, 15, SCI

[2]Emergency evacuation risk assessment method for educational buildings based on improved 

extreme learning machine[J]. RELIABILITY ENGINEERING & SYSTEM SAFETY,Vol.238，Oct 2023   SCI

[3] 基于FDS的商业建筑火灾温度场预测[J].中国安全科学学报,2025,35(8):213-218  EI

[4] 改进麻雀搜索算法优化门控循环单元的烟气温度预测研究[J].安全与环境学报,2025,25(9):3456-3464

[5] 多层教学建筑火灾疏散模拟与策略研究[J].计算机仿真,2024,41(6):332-338.

[6] 教学建筑室内火灾应急疏散路径寻优算法研究[J].消防科学与技术,2022,41(8):1066-1072.

[7] 基于模糊规则与限制条件的社会力模型修正[J].消防科学与技术,2020,39(6):860-864.

[8] 高层建筑火灾情况下人员疏散研究[J].消防科学与技术,2019,38(6):794-798.

[9] .基于模糊规则的社会力模型改进研究[J].火灾科学,2018,27(4):241-247.

[10] 基于参数模糊优化的火灾疏散联合仿真研究[J].消防科学与技术,2018,37(9):1191-1194.

[11] 基于改进社会力模型的楼梯疏散研究[J].消防科学与技术,2018,37(5):611-615.

 

四、图像识别与目标检测

[1]RDLNet: a channel pruning-based traffic object detection algorithm[J].Engineering Research Express, Volume 7, Number 2,2025.5  EI

[2]YOLOv5-S2C2: An Improved Method of Mask Detection Based on Lightweight[J]. IEEE Access, vol. 12, pp. 53306-53319, 2024  SCI

[3]基于特征融合的机器人视觉跌倒检测研究[J].计算机应用与软件,2024,41(12):69-76.

[4]基于轻量化YOLOv5和双摄像头老人跌倒检测[J].科学技术与工程,2024,24(33):14330-14338.

[5]基于人体关键点与迁移学习的口罩佩戴检测研究[J].计算机仿真,2023,40(6):234-239.

五、建筑能耗预测研究

[1]Research on Electricity Consumption Model of Library Building Based on Data Mining[J].

Energy Engineering, Sep.2022, 119(6), 2407–2429.  EI

[2]基于多神经网络组合的建筑能耗预测研究[J].计算机仿真,2022,39(5):438-443.

[3]基于MLR-GA-WNN公共建筑能耗预测研究[J].计算机仿真,2023,40(3):514-519.

[4]基于聚类分析与SVR公共建筑能耗预测研究[J].计算机仿真,2022,39(7):471-475.

出版书籍：

[1] 马鸿雁，李惠昇.智能住宅小区.北京：机械工业出版社，2003.5

[2] Gersil N.Kay著. 马鸿雁，吴梦娟译.建筑光纤照明方法、设计与应用.北京：机械工业出版社.2008.1

[3] 马鸿雁主编.自动控制原理.北京：中国建材工业出版社，2012.8

[4]马鸿雁编. 2018注册电气工程师执业资格考试 专业考试 高频考点解析（供配电专业）.北京：中国电力出版社，2018.4

[5] 马鸿雁编. 2021注册电气工程师执业资格考试 专业基础 高频考点解析（供配电、发输变电专业）.北京：中国电力出版社， 2021.3

[6] 马鸿雁,刘燕主编. 2021注册电气工程师执业资格考试 公共基础 高频考点解析（供配电、发输变电专业）.北京：中国电力出版社，2021.3