周濤濤
副教授、碩士生導(dǎo)師
個(gè)人簡(jiǎn)歷
姓名：周濤濤
性別：男
職稱(chēng)：副教授
導(dǎo)師類(lèi)別：碩士生導(dǎo)師
所在系所：安全工程系、應(yīng)急管理部油氣生產(chǎn)安全與應(yīng)急技術(shù)重點(diǎn)實(shí)驗(yàn)室
Email：[email protected]
個(gè)人簡(jiǎn)介
周濤濤，中國(guó)石油大學(xué)（北京）副教授，碩士生導(dǎo)師，美國(guó)馬里蘭大學(xué)帕克分?？煽啃怨こ滩┦?，入選北京市青年人才托舉工程、中國(guó)石油大學(xué)（北京）青年拔尖人才。長(zhǎng)期從事復(fù)雜工程系統(tǒng)安全與可靠性評(píng)估、安全大數(shù)據(jù)與人工智能等方面的研究。主持及參與國(guó)家自然科學(xué)基金項(xiàng)目、中國(guó)工程院重點(diǎn)咨詢(xún)研究項(xiàng)目、中國(guó)石油及國(guó)家管網(wǎng)等企業(yè)委托課題10余項(xiàng)。研究成果在國(guó)內(nèi)外發(fā)表科研論文20余篇，其中第一作者發(fā)表中科院一區(qū)/TOP期刊10篇、ESI高被引論文2篇（非綜述性論文）；出版專(zhuān)著 1 部、教材1部。獲評(píng)中國(guó)職業(yè)安全健康協(xié)會(huì)科學(xué)技術(shù)獎(jiǎng)創(chuàng)新團(tuán)隊(duì)獎(jiǎng)、國(guó)際核工程大會(huì)最佳海報(bào)論文獎(jiǎng)、美國(guó)馬里蘭大學(xué)帕克分校雷德騎士獎(jiǎng)學(xué)金等榮譽(yù)稱(chēng)號(hào)。受邀任美國(guó)馬里蘭大學(xué)風(fēng)險(xiǎn)與可靠性研究中心客座研究員、歐洲風(fēng)險(xiǎn)與可靠性期刊 Journal of Risk and Reliability (SCI)編委委員及客座編輯。
教育及工作經(jīng)歷
2008.09—2012.06，哈爾濱工程大學(xué)，質(zhì)量與可靠性工程，學(xué)士
2012.08—2014.05，美國(guó)北卡羅萊納州立大學(xué)(NCSU)，工業(yè)工程，碩士
2014.08—2018.05，美國(guó)馬里蘭大學(xué)帕克分校(UMD)，可靠性工程，博士
2018.08—2019.10，華為終端有限公司，高級(jí)工程師
2019.11—2020.11，清華大學(xué)工業(yè)工程系，助理研究員
2021.10—2022.07，和塵自?xún)x(嘉興)科技有限公司，技術(shù)總監(jiān)
2022.08—2024.07，中國(guó)石油大學(xué)（北京）安全與海洋工程學(xué)院，講師
2024.07—至今， 中國(guó)石油大學(xué)（北京）安全與海洋工程學(xué)院，副教授
代表性論文
周濤濤,劉彩霞,王大林,張來(lái)斌.安全大數(shù)據(jù)驅(qū)動(dòng)的核電廠(chǎng)實(shí)時(shí)概率安全分析研究現(xiàn)狀與發(fā)展前景[J].核科學(xué)與工程,2024,44(01):180-186.
Taotao Zhou, Laibin Zhang, Jinqiu Hu, Mohammad Modarres, Enrique Lopez Droguett. "A critical review and benchmark study of dependency modeling for seismic probabilistic risk assessment in the nuclear power industry." Reliability Engineering & System Safety 245 (2024): 110009 (中科院一區(qū)Top期刊, IF=8.1)
Yi Xiong, Shuai Liu, Litao Hou, Taotao Zhou*. "Magnetic flux leakage defect size estimation method based on physics-informed neural network." Philosophical Transactions of the Royal Society A: Mathematical, Physical and Engineering Sciences 382 (2024): 20220387 (中科院三區(qū), IF=5.0) (英國(guó)皇家學(xué)會(huì)旗艦期刊)
Taotao Zhou, Laibin Zhang, Te Han, Enrique Lopez Droguett, Ali Mosleh, Felix TS Chan. "An uncertainty-informed framework for trustworthy fault diagnosis in safety-critical applications." Reliability Engineering & System Safety 229 (2023): 108865. (中科院分區(qū) 工程技術(shù)一區(qū), Top期刊, IF=8.1)
Taotao Zhou, Shan Jiang, Te Han, Shun-Peng Zhu, Yinan Cai. "A physically consistent framework for fatigue life prediction using probabilistic physics-informed neural network." International Journal of Fatigue 166 (2023): 107234. (Top 1%ESI高被引論文，中科院分區(qū) 材料科學(xué)二區(qū), Top期刊, IF= 6.0)
Taotao Zhou, Xiaoge Zhang, Enrique Lopez Droguett, Ali Mosleh. "A generic physics-informed neural network-based framework for reliability assessment of multi-state systems." Reliability Engineering & System Safety 229 (2023): 108835. (中科院分區(qū) 工程技術(shù)一區(qū), Top期刊, IF=8.1)
Taotao Zhou, Te Han, Enrique Lopez Droguett. "Towards trustworthy machine fault diagnosis: A probabilistic Bayesian deep learning framework." Reliability Engineering & System Safety, 224 (2022): 108525. (Top 0.1%ESI熱點(diǎn)論文、Top 1%ESI高被引論文，中科院分區(qū) 工程技術(shù)一區(qū), Top期刊, IF=8.1)
Taotao Zhou, Enrique Lopez Droguett, Ali Mosleh. "Physics-informed deep learning: A promising technique for system reliability assessment." Applied Soft Computing 126 (2022): 109217. (中科院分區(qū) 計(jì)算機(jī)科學(xué)一區(qū), Top期刊, IF=8.7)
Taotao Zhou, Mohammad Modarres, Enrique López Droguett. "Multi-unit nuclear power plant probabilistic risk assessment: A comprehensive survey." Reliability Engineering & System Safety 213 (2021): 107782. (中科院分區(qū) 工程技術(shù)一區(qū), Top期刊, IF=8.1)
Jose Caceres, Danilo Gonzalez, Taotao Zhou*, Enrique Lopez Droguett. "A probabilistic Bayesian recurrent neural network for remaining useful life prognostics considering epistemic and aleatory uncertainties." Structural Control and Health Monitoring 28, no. 10 (2021): e2811. (中科院分區(qū) 工程技術(shù)二區(qū), IF=5.5, 振動(dòng)工程領(lǐng)域高質(zhì)量科技期刊T1級(jí))
Taotao Zhou, Enrique López Droguett, Mohammad Modarres. "A common cause failure model for components under age-related degradation." Reliability Engineering & System Safety 195 (2020): 106699. (中科院分區(qū) 工程技術(shù)一區(qū), Top期刊, IF=8.1)
Taotao Zhou, Mohammad Modarres, Enrique López Droguett. "Multi-unit risk aggregation with consideration of uncertainty and bias in risk metrics." Reliability Engineering & System Safety 188 (2019): 473-482. (中科院分區(qū) 工程技術(shù)一區(qū), Top期刊, IF=8.1)
Taotao Zhou, Mohammad Modarres, Enrique López Droguett. "An improved multi-unit nuclear plant seismic probabilistic risk assessment approach." Reliability Engineering & System Safety 171 (2018): 34-47. (中科院分區(qū) 工程技術(shù)一區(qū), Top期刊, IF=8.1)
主要學(xué)術(shù)團(tuán)體兼職
歐洲風(fēng)險(xiǎn)與可靠性期刊(Journal of Risk and Reliability),編委
美國(guó)馬里蘭大學(xué)帕克分校-風(fēng)險(xiǎn)與可靠性研究中心，客座研究員