陈志聪
副教授
硕导资格: 电路与系统、通信与信息系统、物理电子学(学硕)、电子与通信工程、集成电路工程(专硕),福建省专业学位研究生导师团队“智能检测、诊断与预警团队”带头人
研究方向: 智能监测与故障诊断、机器学习、无线传感器网络、光伏发电、结构健康监测
学术成果: 主持/参与国家自然基金项目3项、省部级项目10余项,发表SCI论文30余篇,其中包括8篇SCI一区顶级期刊论文(一作或通信)。
联系方式: zhicong.chen@fzu.edu.cn, 15806065152
个人简历:
2014年01月-至今 : 福州大学,物理与信息工程学院,副教授
2011年11月-2013年12月: 意大利帕维亚大学,工程学院,博士后
2008年10月-2011年10月: 意大利帕维亚大学,工程学院,博士研究生
2005年09月-2008年07月: 厦门大学,电子工程系,硕士研究生
2001年09月-2005年07月: 厦门大学,物理系,本科生

Masters Supervisor: Circuits and Systems, Electronic information and communication engineering
Research Directions: Intelligent monitoring and fault diagnosis, Machine learning, wireless sensors networks, photovoltaic systems, structural health monitoring
Research Outcome: PI/Key participant of 3 NSF projects, more than 10 provincial projects, publish more than 30 SCI/EI papers
Contact: zhicong.chen@fzu.edu.cn, 15806065152
Resume:
2014.01 - Now : Associate Professor, Department of Electronic Science and Technology, College of Physics and Information Engineering, Fuzhou University, China
2011.11 - 2013.12: Postdoctor, Faculty of Engineering, University of Pavia, Italy
2008.10 - 2011.10: Ph.D. student, Faculty of Engineering, University of Pavia, Italy
2005.09 - 2008.07: Master Student, Department of Electronic Engineering, Xiamen University, China
2001.09 - 2005.07: Bachelor Student, Department of Physics, Xiamen University, China

 
 
学术及社会兼职(Academic and social work)  
1国家自然科学基金通信评审专家
2担任国际SCI期刊长期审稿人:Applied Energy, Energy Conversion and Management, Energy,IEEE journal of Photovoltaics,IEEE Transactions on Industrial Informatics, IEEE Access, Structural Control & Health Monitoring等
3多学科人工智能国际会议(Multi-disciplinary International Conference on Artificial Intelligence)程序委员会委员
 
科研项目(Research project)  
161601127基于MR-MC链状无线传感器网络的SHM批量异构数据汇集机制研究22.8万国家自然科学基金青年基金2017.01-2019.121 
251508105基于机器视觉的索缆六自由度位移测量方法研究23.2万国家自然科学基金青年基金2016.01-2018.122 
32016H6012基于无线智能传感器网络的光伏阵列健康监测系统研发28万福建省科技厅高校产学合作项目2016.04-2019.041 
4830020应用于光伏发电健康监测的无线智能传感器及网络28万福建省经济和信息化委员会行业共性关键技术项目2014.07-2016.121 
5JA14038基于WSN和FNN的光伏阵列失配监测与故障诊断研究4.5万福建省教育厅产学研项目2014.10-2016.121 
 
科技论著(Scientific treatise)  
1Rapid and accurate modeling of PV modules based on extreme learning machine and large datasets of IV curvesApplied Energy (SCI一区), 2021SCI1
2An Efficient Binary Convolutional Neural Network with Numerous Skip Connections for Fog ComputingIEEE Internet of Things Journal (SCI一区), 2021SCI其它
3Development of a capacitor charging based quick IV curve tracer with automatic parameter extraction for photovoltaic arraysEnergy Conversion and Management (SCI一区), 2020SCI1
4Improved Magnetic Guidance Approach for Automated Guided Vehicles by Error Analysis and Prior KnowledgeIEEE TransactionsIntelligent Transportation Systems (SCI二区 Top), 2020SCI其它
5Deep residual network based fault detection and diagnosis of photovoltaic arrays using current-voltage curves and ambient conditionsEnergy Conversion and Management, 2019/07 (SCI一区)SCI1
6Accurate modeling of photovoltaic modules using a 1-D deep residual network based on I-V characteristicsEnergy Conversion and Management (SCI一区), 2019/03SCI1
7Optimal data collection of multi-radio multi-channel multi-power wireless sensor networks for structural monitoring applications: A simulation studyStructural Control & Health Monitoring (SCI一区,JCR Q1), 2019/02SCI1
8Random forest based intelligent fault diagnosis for PV arrays using array voltage and string currentsEnergy Conversion and Management (SCI一区), 2018/10SCI1
9Parameter extraction of photovoltaic models from measured I-V characteristics curves using a hybrid trust-region reflective algorithmApplied Energy(SCI一区), 2018/09SCI通讯
10Intelligent fault diagnosis of photovoltaic arrays based on optimized kernel extreme learning machine and I-V characteristicsApplied Energy (SCI一区), 2017/05SCI1
11Parameters identification of photovoltaic models using hybrid adaptive Nelder-Mead simplex algorithm based on eagle strategyApplied Energy(SCI一区), 2016/08SCI1
12Six-Degree-of-Freedom Generalized Displacements Measurement Based on Binocular VisionStructural Control & Health Monitoring (SCI一区,2019)SCI通讯
13BitFlow-Net: Towards Fully Binarized Convolutional Neural NetworksIEEE Access (SCI二区,2019)SCI通讯
14Novel Open-Circuit Photovoltaic Bypass Diode Fault Detection AlgorithmIEEE Journal of Photovoltaics(SCI二区,2019)SCI2
15Short-term power prediction for photovoltaic power plants using a hybrid improved Kmeans-GRA-Elman model based on multivariate meteorological factors and historical power datasetsEnergy Conversion and Management (SCI一区), 2018/10SCI其它
16Fault diagnosis for photovoltaic array based on convolutional neural network and electrical time series graphEnergy Conversion and Management, 2019/06 (SCI一区)SCI其它
17Parameters extraction of solar cell models using a modified simplified swarm optimization algorithmSolar Energy (SCI二区), 2017/02SCI其它
18Simplex simplified swarm optimisation for the efficient optimisation of parameter identification for solar cell modelsIET Renewable Power Generation (SCI三区),2017SCI其它
19A Density Peak-Based Clustering Approach for Fault Diagnosis of Photovoltaic ArraysInternational Journal of Photoenergy, 2017.03SCI其它
20Energy efficiency strategy for a general real-time wireless sensor platformSmart Structures and Systems(SCI, JCR Q1), 2014SCI独立撰编写
21In-Situ Validation of a Wireless Data Acquisition System by Monitoring a Pedestrian BridgeAdvances in Structural Engineering (SCI), 2015SCI1
22A low-noise, real-time, wireless data acquisition system for structural monitoring applicationsStruct. Control Health Monit.(SCI一区), 2014SCI1
23A Population Classification Evolution Algorithm for the Parameter Extraction of Solar Cell ModelsInternational Journal of Photoenergy Volume 2016SCI3
24An active mass damper system for structural control using real-time wireless sensorsStruct. Control Health Monit. (SCI一区), 2012SCI通讯
25A multi-channel wireless connection system for structural health monitoring applicationsStruct. Control Health Monit. (SCI一区), 2011SCI2
26Synergy of monitoring and securitySmart Structures and Systems(SCI), 2016SCI2
27Energy harvesting and power management of wireless sensors for structural control applications in civil engineeringSmart Structures and Systems (SCI, JCR Q1), 2012SCI通讯
 
获奖成果(Award results)  
12020年福建省高等教育教学成果将特等奖(构建电子类专业“知能相长、研赛促学”实践教学体系的探索与实践)省一级2020-12-31福州大学3
22019年第十三届iCAN国际创新创业大赛中国总决赛一等奖、江西福建赛区一等奖(指导教师)国家一级2019-11-18福州大学1
32019年第七届全国大学生光电设计竞赛全国二等奖、东南赛区二等奖(指导教师)国家二级2019-08-19福州大学1
42019年“华为杯”第十六届中国研究生数学建模竞赛三等奖(指导教师)国家三级2019-11-11福州大学1
52019年福州大学厦航奖教金学校一级2019-04-23物理与信息工程学院1
62018年省高等教育教学成果奖二等奖(“竞研互促 ”提升电子信息类硕士研究生创新实践能力)省二级2018-04-02福州大学其它
72018年福州大学研究生教学成果奖特等奖(“竞研互促 ”式电子信息类硕士研究生创新实践能力培养的探索)学校一级2018-03-04福州大学其它
82019年第十四届中国研究生电子设计竞赛华东赛区一等奖、二等奖、商业计划书专项赛初赛二等奖,华东赛区优秀指导教师省一级2019-07-15福州大学1
92018年第十三届中国研究生电子设计竞赛全国总决赛团队三等奖、商业计划书专项赛初赛团队一等奖、华东分赛区一等奖,华东分赛区优秀指导教师国家三级2018-08-01福州大学1
102017年第十二届中国研究生电子设计竞赛全国总决赛团队二等奖、华东分赛区团队一等奖和二等奖,华东分赛区优秀指导教师国家二级2017-08-01福州大学2
112016年第十一届中国研究生电子设计竞赛全国总决赛团队二等奖、华东分赛区团队一等奖,华东分赛区优秀指导教师国家二级2016-08-01福州大学1
122019年福建省第二届研究生电子设计竞赛一等奖,优秀指导老师省一级2019-12-08福州大学1
132018届福建省研究生优秀学位论文、福州大学研究生优秀学位论文(指导教师)省一级2018-12-01福州大学1
14福州大学2017届优秀本科毕业设计(指导教师)学校一级2017-06-01福州大学1
152019年全国大学生电子设计竞赛全国二等奖、福建赛区本科组一等奖、二等奖、三等奖(指导老师)国家二级2019-12-12福州大学1
162018年福建省大学生电子设计竞赛本科组一等奖、二等奖、三等奖(指导老师)省一级2018-08-18福州大学1
172017年全国大学生电子设计竞赛本科组全国二等奖、福建赛区一等奖、二等奖、三等奖(指导教师)国家二级2017-10-01福州大学2
 
授权专利(Authorized patent)  
1基于IV特性和深度残差网络的光伏阵列故障诊断方法发明专利2020-04-10福州大学1
2一种光伏阵列实时状态监测与故障定位系统发明专利2019-11-12福州大学1
3一种分布式光伏组串及组件IV特性曲线在线测量系统发明专利2018-08-17福州大学1
4一种基于核函数极限学习机的光伏组串故障诊断方法发明专利2018-10-30福州大学1
5基于ZigBee的光伏组件在线监测与故障诊断方法发明专利2018-09-18福州大学2
6一种无线传感器网络多收发器多信道分配算法发明专利2019-12-31福州大学2
7一种光伏组件及组件串在线失配监测平台实用新型专利2018-12-28福州大学1
8一种光伏阵列的IV特性曲线扫描与参数辨识系统实用新型专利2018-09-04福州大学1
9一种分布式光伏组串及组件IV特性曲线在线测量系统实用新型专利2017-04-12福州大学1
10基于粒子群优化支持向量机的光伏发电阵列故障诊断与分类方法发明专利2017-04-12福州大学其它
11一种在线的光伏阵列故障诊断系统实现方法发明专利2017-09-15福州大学其它
12一种局部阴影下最大功率点跟踪方法发明专利2017-01-18福州大学其它