我院持续加强本科生科研创新能力培养，积极引导学生参与科研项目和学术实践，本科生科研成果不断涌现，学院在科研育人、创新实践和学生科研能力培养方面取得的良好成效。目前，本科生已累计发表论文106篇、获得发明专利31项。
一．专利发表清单
广西大学. 一种自适应斜拉索缆径攀爬除冰机器人[P].
广西大学. 适用于电网的混合燃料电池二次调频系统[P].
广西大学. LED脉冲光源式作物冠层植被指数测定系统[P].
广西大学. 考虑电动汽车充电桩耦合作用的多时段容量评估方法[P].
广西大学. 一种分布式平行多层模型预测控制的发电控制方法[P].
广西大学. 一种智能电网监测系统[P].
广西大学. 一种高压线接地点的检测及定位装置[P].
广西大学. 一种GIS故障的智能判断系统的硬件装置[P].
广西大学. 一种四旋翼无人机中长距离飞行的停靠补能系统[P].
广西大学. 一种多步图神经网络自适应动态规划的光伏发电管理方法[P].
广西大学. 一种部分遮蔽光伏多峰的量子加速最大功率点跟踪方法[P].
广西大学. 一种固体氧化物燃料电池的量子模型预测控制方法[P].
广西大学. 一种宽屏带动态谐波能量存储于利用方法[P].
广西大学. 一种双层分布式多目标旋转黏菌的多区域经济调度方法[P].
广西大学. 一种混合同构异构深度图神经网络的充电时空预测方法[P].
广西大学. 一种平行并行量子人工情感深度学习的多层电压控制方法[P].
广西大学. 一种分布式多目标深度确定性值网络机器人能量管理方法[P].
广西大学. 考虑外网灵活性的发电扩展规划的模型构建方法[P].
广西大学. 一种求解非线性电力系统联络线可行域的方法[P].
广西大学. 一种多层区间分段图神经网络的多点接地线定位方法[P].
广西大学. 一种量子模糊分解图神经网络的临时接地线定位检测方法[P].
广西大学. 一种基于数字孪生和信息树的智慧交通高效模拟方法[P].
广西大学. 一种基于对抗生成网络的电力系统虚拟数据攻击识别方法[P].
广西大学. 一种电网运行极限确定方法和系统[P].
广西大学. 一种考虑综合能源系统薄弱环节的近端策略优化调度方法[P].
广西大学. 一种水电站智能巡检无人机[P].
广西大学. 一种多组同步检测的10kV高压临时对接地线分类与定位装置[P].
广西大学. 一种多模态融合注意力机制的重铬酸钾[P].
广西大学. 将压力发电作为电源的自供电热量计费器[P].
广西大学. 具有低电压穿越功能的变频器[P].
广西大学. 一种将压力发电作为电源的玩具电子琴[P].
二．论文发表清单
Yin L F, Zhang Y L. Hourly photovoltaic power forecasting framework based on multi-scale convolutions and parallel stacking[J]. ELECTRIC POWER SYSTEMS RESEARCH, 2026.
Yin L F, Zhang J N, Liu Y X. Hummingbird-zonal journey-needle optimization algorithm for harmonized economic dispatch of renewable energy power generation units and thermal power generation units[J]. INTERNATIONAL JOURNAL OF GREEN ENERGY, 2026.
Jiang W W, Wei X, Chen Y J, et al. Machine learning-assisted prediction of gas adsorption on transition-metal-doped two-dimensional dichalcogenides toward transformer fault gas detection[J]. Materials Today Chemistry, 2026.
Chen Y J, Wei X, Wang J L, et al. Gas-Sensing Mechanisms of Water-Resistant Transition-Metal-Doped MoS2 for Lung Cancer Biomarker Detection[J]. LANGMUIR, 2026.
Wang Y, Chen Y J, Zhou X S, et al. DFT study on adsorption and sensing properties of transition metal-doped MoSe2 toward characteristic gases in transformer oil[J]. MICROCHEMICAL JOURNAL, 2026.
Chen Y J, Wang Z X, Wei X, et al. Multiscale Analysis of Deep Learning and Machine Learning: New Insights into the Adsorption Mechanism of VOCs Gas-Sensitive Materials[J]. ACS Sensors, 2026.
Gao Y D, Wei X, Jia P F. Formic acid-sulfide synergistic aging kinetics and nanometer titanium dioxide modification mechanism in oil-immersed transformer insulation system[J]. PLoS One, 2026.
Yin L F, He Y Y. Professional domain large model-driven for abnormal electricity consumption behavior detection[J]. ENGINEERING APPLICATIONS OF ARTIFICIAL INTELLIGENCE, 2026.
Guo H J, Gong P P, Xu Q F, et al. A NDO-Backstepping Current Tracking Method for SEIG-STATCOM[J]. IEEJ Transactions on Electrical and Electronic Engineering, 2025.
李少东,罗凯,黄远智,等.复杂交互场景下融合关节遮挡信息的手部姿态估计研究[J].计算机学报,2025.
李高翔,黄晶晶,潘鸿志,等.基于dSPACE的微电网教学实验平台设计[J].实验科学与技术,2025.
熊小萍,尚鑫,李畸勇.OBE理念下思政教育与电路课程的融合创新[J].科教导刊（电子版）,2025.
李勇,谢昕,肖雨晴,等.新工科背景下大学生专业水平评价方案探析[J].高教学刊,2025.
李勇,杨嘉芃,王思敏,等.基于AHP-模糊综合评价的工科学生专业水平评价体系研究[J].计算机与数字工程,2025.
马一平,吕中梁,常添硕,等.采用主动容错机制的小水电数据存储系统研究[J].广西大学学报(自然科学版),2025.
Tian Y, Jiang Q M, Zeng Y, et al. Metric Network for E-Nose Drift Compensation: Few-Shot Learning for Robust Gas Sensing[J]. IEEE SENSORS JOURNAL, 2025.
Yin L F, Zhao Y R. Large model-embedded deep reinforcement learning for stability control of multiband power system stabilizer with high penetration distributed energy sources[J]. ENGINEERING APPLICATIONS OF ARTIFICIAL INTELLIGENCE, 2025.
Yin L F, He X Y. Attention-embedded lightweight convolutional neural network for real-time diagnosis of abnormal electricity consumption behaviors[J]. EXPERT SYSTEMS WITH APPLICATIONS, 2025.
Huang P, Yang G T, Wei K Q, et al. Research on surface charge accumulation characteristics of post-composite insulators in polluted environments[J]. AIP ADVANCES, 2025.
殷林飞,张依玲.基于多重卷积组合大模型的光伏出力预测[J].综合智慧能源,2025.
Yin L F, Tian J, Chen X F. Consistent African vulture optimization algorithm for electrical energy exchange in commercial buildings[J]. ENERGY, 2025.
Yin L F, Ju L Y. ShuffleTransformerMulti-headAttentionNet network for user load forecasting[J]. ENERGY, 2025.
Chen S H, Li X B, Yan K D, et al. STPose: 6D object pose estimation network based on sparse attention and cross-layer connection[C]. CCF-C类会议35th British Machine Vision Conference 2024, Glasgow, UK, November 25-28, 2024, 2024.
董泽宇,刘政,李勇,等.基于混合现实的可移动机械臂操作控制系统[J].激光与光电子学进展,2024.
殷林飞,仝博文,李雯吉.基于多尺度卷积-残差网络的短期风电预测[J].综合智慧能源,2024.
殷林飞,张依玲.结合变分模态分解与三重卷积神经网络的光伏出力预测[J].综合智慧能源,2024.
殷林飞,赵镱然.基于Transformer嵌入式深度确定性策略梯度法的MB-PSS稳定性控制[J].综合智慧能源,2024.
Li B, Qin C J, Yu R T, et al. Fast Solution Method for the Large-Scale Unit Commitment Problem with Long-Term Storage[J]. Chinese Journal of Electrical Engineering, 2024.
Huang Q B, Deng Z, Chen S, et al. Hate Speech Detection for the Power Domain[C]. Natural Language Processing and Chinese Computing - 13th National CCF Conference, 2024.
Li B, Yu R T, Chen Z J, et al. High-resolution multi-source traffic data in New Zealand[J]. SCIENTIFIC DATA, 2024.
殷林飞,刘金元.基于人工情感LSTM算法的智慧家庭能量管理[J].综合智慧能源,2024.
陆潍潍,殷林飞.基于CEEMD与GWO-LSTM的精细非侵入性负荷监测[J].综合智慧能源,2024.
Yin L F, Sun Y J. BiLSTM-InceptionV3-Transformer-fully-connected model for short-term wind power forecasting[J]. ENERGY CONVERSION AND MANAGEMENT, 2024.
Yin L F, Zhang Y F. Particle swarm optimization based on data driven for EV charging station siting[J]. ENERGY, 2024.
Tan P Y, Gong B L, Liang J H. Adaptive Disturbance Attenuation for Brushless DC Motors[C]. Proceedings of the 42nd Chinese Control Conference, 2023.
莫峻,左卫乐,李长城.电力系统继电保护”课程的思政教学改革[C].教育教学论坛,2024.
殷林飞,蒙雨洁.基于DenseNet卷积神经网络的短期风电预测方法[J].综合智慧能源,2024.
Wu Z, Li C C, He L. A novel reinforcement learning method for the plan of generator start-up after blackout[J]. ELECTRIC POWER SYSTEMS RESEARCH, 2024.
邢志鹏,郑含博,崔明蕙,等.基于改进 YOLOv5s 的输电通道隐患目标检测方法[J].中国测试,2024.
Gao F, Li Q J, Sun Q Y. Improving 6D Object Pose Estimation Based on Semantic Segmentation[C]. IEEE International Conference on Systems, Man, and Cybernetics, SMC 2023, 2024.
Yin L F, Lin C. Matrix Wasserstein distance generative adversarial network with gradient penalty for fast low-carbon economic dispatch of novel power systems[J]. ENERGY, 2024.
Yin L F, Li Y H. Multi-point synchronous temporary grounding wire detection device based on convolutional neural networks[J]. INTERNATIONAL JOURNAL OF ELECTRICAL POWER & ENERGY SYSTEMS, 2024.
Xie S Y, Wang G Y, Zhang Y Y, et al. Optimal Capacity Model for Battery Swapping Station of Electric Taxis: A Case Study in Chengdu[J]. Sustainability, 2024.
Zhang Z X, Yang S A, Jia Y J, et al. Data-Driven RNN Method for Distribution Network Optimal Power Flow Problems[C]. 2023 3rd Power System and Green Energy Conference (PSGEC), 2023.
Wu S Y, Zhang H, Wang Y X, et al. Concentration Prediction of Polymer Insulation Aging Indicator-Alcohols in Oil Based on Genetic Algorithm-Optimized Support Vector Machines[J]. POLYMERS, 2023.
海涛,杜松霖,葛思杨.基于改进灰狼优化算法的含分布式电源配电网无功优化[J].电子制作,2023.
李勇,莫明山,胡立坤,等.基于AHP的大学生第二课堂产出效果量化评价方法研究[J].高教学刊,2023.
李勇,孙宇杰,刘洧杰,等.工科学生干部综合素质提升培训课程及达成度评价[J].中国多媒体与网络教学学报,2023.
李勇,张建豪,杨嘉芃,等.众创空间模式下基于四创全流程创新创业教育体系构建与实践[J].中国教育技术装备,2023.
Yin L F, Huang J H. DResInceptionNasNet method for offline grounding detection of distribution networks[J]. APPLIED SOFT COMPUTING, 2023.
石杰锋,黄为,范协洋,等.基于多种机器学习算法预测广西蔗区甘蔗产量[J].智慧农业(中英文),2023.
Liang S W, Yin L F, Zhang D S, et al. ResNet14Attention network for identifying the titration end-point of potassium dichromate[J]. HELIYON, 2023.
Wang Y L, Wang C Y, Li B R. Wetting dynamics of a droplet impact on target-like chemically heterogeneous substrates: The determinations of contact angle[J]. COLLOID AND INTERFACE SCIENCE COMMUNICATIONS, 2023.
覃思,胡中正,黄月儿,等.具有多电极结构的脉冲电场处理室的设计与应用[J].包装与食品机械,2023.
郑丽琴,谢东梅,白晓清.基于 Predictive&Prescriptive 框架的鲁棒最优潮流[J].电力自动化设备,2023.
Yin L F, He X Y. Artificial emotional deep Q learning for real-time smart voltage control of cyber-physical social power systems[J]. ENERGY, 2023.
海涛,程沛源,杨嘉芃,等.基于二阶振荡粒子群优化算法的最大功率跟踪[J].科学技术与工程,2022.
黄光日,海涛,杨嘉芃,等.基于NB-loT和云平台技术的猪舍环境智能监控系统设计[J].自动化与仪表,2022.
Li Z X, Li X B, Chen S H, et al. SaMfENet: Self-Attention Based Multi-Scale Feature Fusion Coding and Edge Information Constraint Network for 6D Pose Estimation[J]. MATHEMATICS, 2022.
Yin L F, Zhong Q Y. GoogLeResNet3 network for detecting the abnormal electricity consumption behavior of users[J]. INTERNATIONAL JOURNAL OF ELECTRICAL POWER & ENERGY SYSTEMS, 2022.
朱德意,孙晴艺,董思凡,等.基于OpenCV 的芯片IMEI码的检测与识别[J].计算机技术与发展,2022.
陈妮,范哲平,曹欣然,等.基于AVMD的非线性经颅电刺激伪迹去除方法[J].电子测量与仪器学报,2022.
Li J Y, Pan H Y, Long X X, et al. Objective holographic feedbacks linearization control for boost converter with constant power load[J]. INTERNATIONAL JOURNAL OF ELECTRICAL POWER & ENERGY SYSTEMS, 2022.
Qin S, Li P F, Liang G Q, et al. Pulsed Electric Field Treatment of Raw Milk and Its Effect on Protein-Free Amino Acids Transition[J]. IEEE TRANSACTIONS ON PLASMA SCIENCE, 2022.
Huang X G, Qin Z J, Xie M, et al. Defense of Massive False Data Injection Attack via Sparse Attack Points Considering Uncertain Topological Changes[J]. Journal of Modern Power Systems and Clean Energy, 2021.
李畸勇,张伟斌,武泽中,等.基于稳态无振荡INC的MPPT控制策略[J].电源技术,2021.
杨有行,莫仕勋,黄冠华,等.电缆配电网谐振接地系统动态跟踪补偿的仿真分析[J].自动化应用,2020.
杨有行,莫仕勋,谢汝松,等.基于磁通控制的自动调谐消弧线圈的设计研究[J].农村电气化,2020.
Yin L F, Chen L C, Liu D D, et al. Quantum deep reinforcement learning for rotor side converter control of double-fed induction generator-based wind turbines[J]. ENGINEERING APPLICATIONS OF ARTIFICIAL INTELLIGENCE, 2021.
海涛,范恒,陆代强,等.基于IMDEKF的SoC-SoH联合估计[J].实验室研究与探索,2021.
海涛,陆代泽,陆代强,等.一种基于晶闸管的串联LED故障保护电路的设计[J].实验技术与管理,2021.
海涛,李俊杰,时雨,等.一种在线直观检测光伏板故障的简易方法[J].实验室研究与探索,2021.
海涛,陈春华,黄光日,等.基于物联网与太阳能技术的孵化环境监控系统[J].装备制造技术,2021.
Yin L F, Zhang C W, Wang Y, et al. Emotional deep learning programming controller for automatic voltage control of power systems[J]. IEEE ACCESS, 2021.
李畸勇,胡恒,张航,等.基于ZigBee网络的电工实验台智能保护系统设计[J].实验技术与管理,2020.
李畸勇,胡恒,王纪港,等.光伏发电系统实验平台电能质量监测系统设计[J].实验技术与管理,2020.
李畸勇,胡恒,王纪港,等.基于LabVIEW的多端口直流微电网实验平台[J].实验室研究与探索,2020.
李畸勇,汤永凤,胡恒,等.基于支持向量回归的PV/T组件温度实时预测[J].可再生能源,2020.
陈妮,覃玉荣,高欢,等.SSVEP次谐波的诱发因素和功率变化—— 建模及实验研究[J].生物化学与生物物理进展,2020.
陈妮,覃玉荣,孙鹏飞.基于脑电自回归预测的实时相位估计方法[J].电子测量与仪器学报,2020.
陈妮,覃玉荣,熊艳婷,等.基于变分模态分解的脑电锁相刺激方法[J].仪器仪表学报,2020.
李安然,陈雪云.一种基于矢量变换的局部二值化模式分类方法[J].广西大学学报(自然科学版),2020.
旷恺宁,莫峻.北美电力市场风电预测和不平衡结算机制研究及启示[J].南方电网技术,2020.
Huang X G, Zhang Y Y, Liu J F, et al. A Novel Fault Diagnosis System on Polymer Insulation of Power Transformers Based on 3-stage GA-SA-SVM OFC Selection and ABC-SVM Classifier[J]. POLYMERS, 2018.
Su X Y, Bai X Q, Zheng Y, et al. A Novel Data-Driven Robust Method Applied to OPF with Uncertain Wind Power[C]. 2nd ieee conference on energy internet and energy system integration, 2019.
Huang X G, Qin Z J, Liu H. A Survey on Power Grid Cyber Security: From Component-Wise Vulnerability Assessment to System-Wide Impact Analysis[J]. IEEE ACCESS, 2018.
黎静华,黄玉金,张鹏.综合能源系统多能流潮流计算模型与方法综述[J].电力建设,2018.
徐俊华,李啸骢,裴云庆,等.PSS参数计算与仿真综合软件的设计与开发[J].中国电力,2017.
蔡义明,龙军,杨达亮,等.高效率高密度大功率电力电子开关电源的研制[J].电源技术应用,2016.
陈军,易丐,姚群勇,等.基于PCS7的搅拌反应釜连续反应控制系统设计[J].装备制造技术,2016.
蔡义明,龙军,林福师,等.高端UPS需方市场倒逼UPS技术创新[J].UPS应用,2016.
蓝梦莹,潘莹,胡立坤,等.改进的差分进化算法在 印刷电路板热设计中的应用[J].广西大学学报(自然科学版),2016.
朱敦麟,陈晓宾,黎静华.风-光-水-火-储联合运行系统 经济调度计划研究[C].中国高等电力系统自动化年会,2016.
叶柳,李之同,黎静华.光-热联合系统容量优化配置与灵敏度分析[C].中国高等电力系统自动化年会,2016.
蔡义明,梁志坚,陈新苗,等.2016年高校电力电子应用设计大赛中DIY实践[J].电源技术应用,2016.
谢玲玲,高善明,龚仁喜,等.输入电压纹波对并联buck变换器分岔和混沌的影响[J].广西大学学报(自然科学版),2016.
梁永清,李占龙,杜承蔚,等.基于平均电流的双闭环 APFC 电路的设计[J].电子设计工程,2016.
徐俊华,李啸骢,陈葆超,等.基于 TCF792B 的多功能晶闸管触发装置的研制[J].电气电子教学学报,2016.
李修华,严康,梁升铭,等.小型四旋翼飞行器的设计方案研究[J].数字通信世界,2016.
李修华,秦昕,何成就,等.基于ZigBee无线传感器网络的仓储监控系统的设计[J].山东工业技术,2016.
李修华,王萌,张四维,等.移动式智能化液体变量喷洒系统的方案设计[J].科技致富向导,2016.
Zhang R G, Peng Y N, Xie Y F, et al. Model identification of boiler combustion system based on the modified ELMAN network[J]. Applied Mechanics and Materials, 2014.
黄萍,晏远进,李翠珍,等.基于RTDS的某110kV变电站谐波治理措施的研究与仿真分析[J].通讯世界,2014.
Chen C X, Wei H B, Lu Z G, et al. Study on the pyrolysis characteristics of microalgae by microwave oven[J]. POWDER DIFFRACTION, 2014.
梁永清,黄志强.双闭环控制的移相全桥软开关变换器的研究[J].现代电子技术,2014.
梁永清,韦东梅,黄志强.应用广义等效电源定理求解含受控源电路[J].大学物理,2014.
