邱科鵬
邱科鵬，男，1990年8月出生，廣東茂名人，工學(xué)博士，講師，碩士生導(dǎo)師。2014年本科畢業(yè)于北京化工大學(xué)信息科學(xué)與技術(shù)學(xué)院，獲得測(cè)控技術(shù)與儀器專(zhuān)業(yè)學(xué)士學(xué)位；2020年博士畢業(yè)于北京化工大學(xué)信息科學(xué)與技術(shù)學(xué)院，獲得控制科學(xué)與工程學(xué)科博士學(xué)位。2020至2022年，在清華大學(xué)精密儀器系精密測(cè)試技術(shù)及儀器國(guó)家重點(diǎn)實(shí)驗(yàn)室擔(dān)任博士后研究員。2023年8月至今，任教于北京石油化工學(xué)院信息工程學(xué)院自動(dòng)化系。
主要從事工業(yè)過(guò)程智能監(jiān)控與故障診斷、面向復(fù)雜過(guò)程的智能軟測(cè)量以及結(jié)構(gòu)光條紋投影三維重建技術(shù)等方面的研究工作。作為項(xiàng)目負(fù)責(zé)人承擔(dān)北京市教育委員會(huì)科研計(jì)劃項(xiàng)目1項(xiàng)、企業(yè)橫向委托科研項(xiàng)目2項(xiàng)；作為項(xiàng)目骨干參與國(guó)家自然科學(xué)基金面上項(xiàng)目1項(xiàng)。近年來(lái)，在Information Sciences、Expert Systems with Applications、Measurement等期刊發(fā)表學(xué)術(shù)論文30余篇，其中以第一或通訊作者發(fā)表SCI檢索論文9篇，公開(kāi)或授權(quán)國(guó)家專(zhuān)利10余項(xiàng)。此外，還擔(dān)任IEEE Sensors Journal、IEEE Transactions on Instrumentation and Measurement、International Journal of Modeling, Simulation, and Scientific Computing等期刊審稿人，參加國(guó)內(nèi)外學(xué)術(shù)會(huì)議4次。
I. 主要研究工作
1. 工業(yè)過(guò)程智能監(jiān)控與故障診斷；
2. 面向復(fù)雜過(guò)程的智能軟測(cè)量；
3. 結(jié)構(gòu)光條紋投影三維重建。
II. 獎(jiǎng)勵(lì)與榮譽(yù)
1. 油氣管網(wǎng)SCADA系統(tǒng)網(wǎng)絡(luò)安全關(guān)鍵技術(shù)及應(yīng)用, 中國(guó)石油和化工自動(dòng)化應(yīng)用協(xié)會(huì)，科技進(jìn)步獎(jiǎng)二等獎(jiǎng)（排名4/12），2024年；
2. 北京市普通高校本科畢業(yè)設(shè)計(jì)優(yōu)秀指導(dǎo)教師，2024年；
3. 國(guó)家級(jí)大學(xué)生創(chuàng)新創(chuàng)業(yè)訓(xùn)練計(jì)劃重點(diǎn)支持項(xiàng)目指導(dǎo)教師，2024年。
III. 承擔(dān)或參與的科研項(xiàng)目
1. 北京市教育委員會(huì)科研計(jì)劃項(xiàng)目：非完備多模態(tài)數(shù)據(jù)的即時(shí)學(xué)習(xí)軟測(cè)量技術(shù)研究（項(xiàng)目號(hào)：KM202410017005），項(xiàng)目負(fù)責(zé)人，2024.06-2026.12；
2. 國(guó)家自然科學(xué)基金面上項(xiàng)目：非規(guī)則數(shù)據(jù)模態(tài)分析的間歇過(guò)程軟測(cè)量方法研究（項(xiàng)目號(hào)：61973025），項(xiàng)目骨干，2020.01-2023.12。
3. 企事業(yè)單位委托科技項(xiàng)目：北京管道工控安全配套技術(shù)服務(wù)，項(xiàng)目負(fù)責(zé)人，2023.09-2023.12。
4. 企事業(yè)單位委托科技項(xiàng)目：西南管道SCADA系統(tǒng)國(guó)產(chǎn)化替代工程，項(xiàng)目負(fù)責(zé)人，2023.12-2023.12。
IV. 代表性學(xué)術(shù)論文
期刊論文
1. Kepeng Qiu*, Qingxuan Wei, Weiwei Wang. Generalized collaborative relevance vector regression for soft sensors[J]. Information Sciences, 2025, 686: 121311.
2. Kepeng Qiu*, Jiayu Yang, Baowei Rong, Yu Liu. Qingxuan Wei, Weiwei Wang. Semantic Reconstruction of Multimodal Process Data with Dual Latent Space Constraints[J]. IEEE Sensors Journal, 2024, 24(20): 32782-32981.
3. Kepeng Qiu, Jianlin Wang*, Rutong Wang, Yongqi Guo, Liqiang Zhao. Soft sensor development based on kernel dynamic time warping and a relevant vector machine for unequal-length batch processes[J]. Expert Systems with Applications, 2021, 182: 115223.
4. Kepeng Qiu, Luo Tian, Peng Wang*. Adaptive depth measurement based on adversarial relevance vector regression for fringe projection profilometry[J]. Measurement, 2024, 227: 114209.
5. Kepeng Qiu, Luo Tian, Peng Wang*, Jinku Zhao. A Novel Generalized Adaptive Domain Fusion Framework for Structured Light 3-D Measurement[J]. IEEE Sensors Journal, 2024, 24(3): 3223-3231.
6. Kepeng Qiu, Jianlin Wang*, Xinjie Zhou, Rutong Wang, Yongqi Guo. Soft sensor based on localized semi-supervised relevance vector machine for penicillin fermentation process with asymmetric data[J]. Measurement, 2022, 202: 111823.
7. Kepeng Qiu, Weihong Song, Peng Wang*. Abnormal data detection for industrial processes using adversarial autoencoders support vector data description[J]. Measurement Science and Technology, 2022, 33(5): 055110.
8. Kepeng Qiu, Luo Tian, Peng Wang*. An Effective Framework of Automated Visual Surface Defect Detection for Metal Parts [J]. IEEE Sensors Journal, 2021, 21(18): 20412–20420.
9. Kepeng Qiu, Jianlin Wang*, Xinjie Zhou, Yongqi Guo, Rutong Wang. Soft sensor framework based on semisupervised just-in-time relevance vector regression for multiphase batch processes with unlabeled data[J]. Industrial & Engineering Chemistry Research, 2020, 59(44): 19633-19642.
10. Luo Tian, Kepeng Qiu, Yufeng Zhao, Peng Wang*. Edge Detection of Motion-Blurred Images Aided by Inertial Sensors[J]. Sensors, 2023, 23(16): 7187.
11. Jianlin Wang*, Kepeng Qiu, Rutong Wang, Xinjie Zhou, Yongqi Guo. Development of soft sensor based on sequential kernel fuzzy partitioning and just-in-time relevance vector machine for multiphase batch processes[J]. IEEE Transactions on Instrumentation and Measurement, 2021, 70: 1-10.
12. Jianlin Wang*, Kepeng Qiu, Yongqi Guo, Rutong Wang, Xinjie Zhou. Soft sensor development based on improved just‐in‐time learning and relevant vector machine for batch processes[J]. The Canadian Journal of Chemical Engineering, 2021, 99(1): 334-344.
13. Jianlin Wang*, Kepeng Qiu, Weimin Liu, Tao Yu, Liqiang Zhao. Unsupervised-multiscale-sequential-partitioning and multiple SVDD model based process-monitoring method for multiphase batch processes [J]. Industrial & Engineering Chemistry Research, 2018, 57(51): 17437-17451.
14. Weiwei Wang, Shukai Zhang, Kepeng Qiu, Xuejun Liu, Xiaodan Li, Ruilian Zhao*. Influencing Factors’ Analysis for the Performance of Parallel Evolutionary Test Case Generation for Web Applications[J]. Journal of Software: Evolution and Process, 2025, 37(2): e2751.
15. Jianlin Wang*, Weimin Liu, Kepeng Qiu, Tao Yu, Liqiang Zhao. Dynamic hypersphere based support vector data description for batch process monitoring[J]. Chemometrics and Intelligent Laboratory Systems, 2018, 172(2018):17-32.
16. Jianlin Wang*, Weimin Liu, Kepeng Qiu, Huan Xiong, Liqiang Zhao. Dynamic hypersphere SVDD without describing boundary for one-class classification[J]. Neural Computing and Applications, 2019, 31(8): 3295-3305.
17. Min Bian, Jianlin Wang*, Weimin Liu, Kepeng Qiu. Robust and reliable estimation via recursive nonlinear dynamic data reconciliation based on cubature Kalman filter[J]. Cluster Computing, 2017, 20(4): 2919-2929.
18. Yongqi Guo, Jianlin Wang*, Xinjie Zhou, Zhenguo Tan, Kepeng Qiu. A Hybrid Framework Based on Warped Hierarchical Tree for Pose Estimation of Texture-Less Objects[J]. IEEE Access, 2020, 8: 179813–179822.
19. Xuesong Fu, Jianlin Wang*, Zhixiong Hu, Yongqi Guo, Kepeng Qiu, Rutong Wang. Anisotropic total variation regularization based NAS-RIF blind restoration method for OCT image[J]. Journal of Beijing Institute of Technology, 2020, 29(2): 146-157.
會(huì)議論文
1. Kepeng Qiu, Jianlin Wang*, Xuesong Fu, Yongqi Guo, Jia Pan. Local Kernel Distance-Support Vector Data Description (LKD-SVDD)-based Process Monitoring Method for Multiphase Batch Processes[C]//2019 IEEE 15th International Conference on Control and Automation (ICCA). IEEE, 2019: 301-306.
2. Yongqi Guo, Jianlin Wang*, Kepeng Qiu, Liqiang Zhao, Xuesong Fu, Rutong Wang. Specular reflection separation for a single image using IR-SIP[C]//Proceedings of 2019 Chinese Intelligent Systems Conference: Volume II 15th. Springer Singapore, 2020: 504-512.
3. Huanyu Guo, Jianlin Wang*, Yongqi Guo, Xinjie Zhou, Kepeng Qiu. Multi-scale Visual Saliency Fusing with Spatiotemporal Features for Fire Detection[C]//Proceedings of 2020 Chinese Intelligent Systems Conference: Volume II. Springer Singapore, 2021: 222-231.
4. Pingting Song, Jianlin Wang*, Yongqi Guo, Liqiang Zhao, Kepeng Qiu. Multi-scale Superpixel Based Homomorphic Filtering for the Component Image Enhancement[C]//Proceedings of 2020 Chinese Intelligent Systems Conference: Volume II. Springer Singapore, 2021: 212-221.
V. 發(fā)明專(zhuān)利和軟件著作權(quán)
1. 王建林, 邱科鵬, 于濤, 趙利強(qiáng). 一種基于LWPT-DTW的間歇過(guò)程不等長(zhǎng)時(shí)段同步化的方法, 專(zhuān)利號(hào)ZL201610976111.5, 授權(quán)公告日 2020-01-21.
2. 王建林, 邱科鵬, 潘佳. 一種基于CSJITL-RVM的多時(shí)段間歇過(guò)程軟測(cè)量建模方法, 專(zhuān)利號(hào)ZL 201911385350.3, 授權(quán)公告日 2023-09-01.
3. 王建林, 熊歡, 邱科鵬, 韓銳, 于濤. 一種基于貝葉斯統(tǒng)計(jì)分析的間歇過(guò)程模態(tài)識(shí)別方法, 專(zhuān)利號(hào) ZL 201810476326.X, 授權(quán)公告日 2021-10-01.
4. 王建林, 韓銳, 邱科鵬. 一種時(shí)序約束模糊聚類(lèi)的間歇過(guò)程多模態(tài)劃分方法, 專(zhuān)利號(hào) ZL 201811633128.6, 授權(quán)公告日 2021-04-02.
5. 王建林, 黃展超, 邱科鵬. 一種基于DC-SPP-YOLO的圖像目標(biāo)檢測(cè)方法, 專(zhuān)利號(hào) ZL 201811633166.1, 授權(quán)公告日 2020-11-20.
6. 王建林, 劉偉旻, 邱科鵬, 韓銳, 趙利強(qiáng). 一種基于動(dòng)態(tài)超球結(jié)構(gòu)變化的間歇過(guò)程測(cè)量數(shù)據(jù)異常檢測(cè)方法, 專(zhuān)利號(hào) ZL 201710717362.6, 授權(quán)公告日 2019-05-24.
7. 王鵬, 邱科鵬, 田洛. 工業(yè)零件三維形貌測(cè)量系統(tǒng), 軟件登記號(hào): 2022SR1495391.
8. 王鵬, 田洛, 邱科鵬. 工業(yè)零件圖像去模糊系統(tǒng), 軟件登記號(hào): 2022SR1561525.
9. 王建林, 魏青軒, 趙利強(qiáng), 于濤, 邱科鵬. 加速度計(jì)測(cè)試設(shè)備標(biāo)定系統(tǒng), 軟件登記號(hào): 2017SR099997.
VI. 招生信息
本人主要招收本人主要招收控制科學(xué)與工程（0811）學(xué)術(shù)學(xué)位碩士、電子信息工程（080701）專(zhuān)業(yè)學(xué)位碩士。誠(chéng)摯歡迎自動(dòng)化、電氣工程及其自動(dòng)化、測(cè)控技術(shù)與儀器、計(jì)算機(jī)科學(xué)與技術(shù)專(zhuān)業(yè)等專(zhuān)業(yè)踏實(shí)認(rèn)真、敢于創(chuàng)新、具備較強(qiáng)的計(jì)算機(jī)應(yīng)用能力和較高英語(yǔ)水平的同學(xué)加入團(tuán)隊(duì)。
