
人工智能学院教授、博士、博导
邮箱:pengxy2015@swu.edu.cn
教育经历
1998.08-2002.07:湖北师范大学物理与电子科学学院/物理学,学士
2006.08-2008.07:武汉大学电子信息学院/空间物理,硕士
2009.08-2015.05:美国波多黎各大学物理系/化学物理,博士
研究及工作经历
2002.08-2006.07:武汉市第59中/物理教师
2015.09-今: 西南大学/电子信息工程学院/人工智能学院教师
研究方向
基于新型二维材料的制备表征和智能传感设备的研制,及其微电子器件的光电性质、晶格结构、电子状态和能带研究
科研项目
1. 重庆市自然科学基金面上项目,CSTB2022NSCQ-MSX0615,基于气体传感阵列的新型智能感知原型系统构筑, 2022/08-2025/07, 在研,主持;
2. 2022年留创计划创新类项目,2204012979940125,基于气敏阵列的高选择性算法研究, 2022/07-2023/06,结题,主持;
3. 国防科技创新特区重点项目子课题,****智能感知系统构建,2020/05-2022/12,结题,主持;
4. 北碚区科技人才与自主创新专项,2021-26,微纳传感阵列的制备和智能感知系统构建, 2021/09-2022/08,结题,主持。
5. 国家自然科学基金青年基金,61804127,ZnO量子点/MoS2纳米墙复合气敏材料的能带调控及光辅助机理研究,2019/01-2021/12,结题,主持;
6. 重庆市基础科学与前沿技术研究专项一般项目,cstc2018jcyjA0261,稳定多阻态的阻变存储器的制备和阻变机理研究,2018/07–2021/06,结题,主持;
近期代表性论著(不超过十项)
1. Gan Wenchao, Ruilong Ma, Wenlong Zhao, Xiaoyan Peng*, Hao Cui, Jia Yan, Shukai Duan, Peter Feng, Jin Chu*, A VMD-LSTNet-Attention model for concentration prediction of mixed gases, Sensors and Actuators B: Chemical 422 (2025): 136641. (中科院1区, Top)
2. Ruilong Ma, Wenchao Gan, Yuanhu Zeng, Shuanglong Feng, Shukai Duan, Peter Feng, Xiaoyan Peng*, High-Performance Gas Sensor Utilizing g-C3N4/In2O3 Composite for Low Concentration Prediction to NO2, Sensors and Actuators B: Chemical, 414 (2024): 135879. (中科院1区, Top)
3. Fan Wu, Ruilong Ma, Yiran Li, Fei Li, Shukai Duan, Xiaoyan Peng*, A novel electronic nose classification prediction method based on TETCN, Sensors and Actuators B: Chemical, 405 (2024): 135272. (中科院1区, Top)
4. Jilong Wu, Wenlong Zhao, Fan Wu, Jia Yan, Peter Feng, Shukai Duan, Xiaoyan Peng*, A mixed gas concentration regression prediction method based on RESHA-ALW, Sensors and Actuators B: Chemical 418 (2024): 136222. (中科院1区, Top)
5. Wenlong Zhao, Xue Wang, Wang Li, Xiaoyan Peng*, Peter Feng, Shukai Duan, Lidan Wang, Jin Chu*, Fast identification of flammable chemicals based on broad learning system, Process Safety and Environmental Protection 191 (2024): 1181-1192. (中科院1区, Top)
6. Yuanhu Zeng, Ruilong Ma, Fan Wu, Junwei Zhuo, Lidan Wang, Shukai Duan, Peter Feng, Xiaoyan Peng*, Design and Implementation of Portable Electronic Nose System Based on Lightweight Convolutional Neural Network, IEEE Sensors Journal, (2024):1558-1748.
7. Ruilong Ma, Wenchao Gan, Peter Feng, Jin Chu, Xiaoyan Peng*, Study of the ZnO/MoS2 heterostructures-based gas sensor for humidity-independent response, Materials Research Bulletin, 175 (2024): 112775.
8. Fei Li, Yiran Li, Bochao Sun, Hao Cui, Jia Yan, Peter Feng, Xiaoyan Peng*, A novel DenseNet with warm restarts for gas recognition in complex airflow environments, Microchemical Journal, 197 (2024): 109864.
9. Jiaxin Yue, Fan Wu, Xue Wang, Peter Feng, Junwei Zhuo, Hao Cui, Jia Yan, Shukai Duan, Xiaoyan Peng*, A novel method for H2S concentration prediction under small sample based on ECA-1DCNN-XGBR, IEEE Sensors Journal, (2024):1558-1748.
10. Xu Ma, Fan Wu, Jia Yan, Shukai Duan, Xiaoyan Peng*, TF-TCN: A time-frequency combined gas concentration prediction model for E-nose data, Sensors and Actuators A: Physical 376 (2024): 115654.
国家专利
一种气体传感与UV光探测集成系统,彭小燕,王培超,段书凯,王丽丹, 专利号: ZL201710994801.8