刘永阔

Yongkuo Liu, male, born in April 1977, Doctor of Engineering, postdoc, Professor, Doctoral Supervisor, Master Supervisor, Member of CPC (02-07-2002).
Research orientation: Nuclear power operation and safety technology; Nuclear power plant control and testing; Intelligent operation and maintenance technology of nuclear power plant; Nuclear facility decommissioning simulation and information support technology etc.
Since 2004, he has been engaged in the teaching and scientific research of nuclear science technology and safety. The undergraduate courses are "Nuclear Engineering Testing Technology", "Experimental Design and Data Processing", "Introduction to Nuclear Science" and "Nuclear Power Plant Instrumentation and Control", and the postgraduate courses are "Nuclear Engineering Instrumentation" and "Nuclear Power Plant Design, Construction and Operation". Presided over the completion of provincial and school experimental teaching reform, education and teaching reform projects more than 10. Published 7 books, participated in editing (ranked second) characteristic undergraduate textbook "Nuclear Engineering Testing Instrument", characteristic postgraduate textbook (deputy editor) "The Fault Diagnosis Technology of Equipment", (ranked third) general higher education "13th Five-Year Plan" textbook "Engineering Materials and Forming Technology Basis"; Chief editor of the university postgraduate planning textbook "Installation and Commissioning of Pressurized water Reactor Main System" and the nuclear safety and simulation technology series monograph "Nuclear Facility decommissioning simulation radiation Safety and Evaluation Technology". Among them, the "12th Five-Year" featured graduate teaching material "Equipment Fault Diagnosis Technology" compiled in 2010 won the "First Prize of Excellent Higher Education Scientific Research Achievements" of Heilongjiang Higher Education Association and the "second Outstanding Academic Works Award of China University Press". Since his teaching career, he has been awarded the honorary titles of "Excellent Class Teacher of the School", "Top Ten Class Teacher of the School", "Excellent Undergraduate Lecturer", "Excellent Graduate Instructor" and "Excellent Practical Teaching Award" for many times. In 2010, the academic team of Nuclear Power Simulation Research Center "Xinghai", which is a core member, was selected as "Innovative Development Team of the Ministry of Education". In 2012, the graduate tutor team was awarded as "Excellent graduate Tutor Team of Heilongjiang Province". Presided over more than 40 national pre-research and plans, State key laboratories, National Natural Science Foundation, basic scientific research key projects and a number of industry research institutes, enterprises and institutions important horizontal research projects. In 2007, he conducted research on nuclear safety at Fugen Nuclear Power decommissioning Research Center of Japan Atomic Power Research and Development Agency (JAEA) through NSRA exchange activities, and conducted research on the safe operation and decommissioning technology of nuclear power. At present, the research on operation support technology of nuclear power plant is being carried out. Research on nuclear reactor decommissioning simulation and information support technology; Research on condition monitoring and fault diagnosis technology of nuclear power plant; Design of serious accident diagnosis module; Small heap operation support technology and other research work. He has published more than 100 academic papers in domestic and foreign core academic journals and important international conferences, and more than 60 papers have been indexed by EI and SCI. Obtained 24 software Copyrights as the first author, and applied for 18 invention patents as the first author. He won 1 second prize of Science and Technology Progress Award of Ministry of Industry and Information Technology, 1 First prize of Science and Technology Progress Award of Heilongjiang Province, 1 third prize of Science and Technology Progress Award of Harbin City, and 1 first prize of Science and Technology Award of Heilongjiang Province Universities.

A、Presided over or undertook more than 20 national pre-research and planning, State Key Laboratory, key basic scientific research projects, nuclear energy development projects, National Natural Science Foundation of China and other vertical projects.
B、Hosting or as technical leaders undertaking some horizontal projects
1. Harbin Science and Technology Innovation Talent Research Special Fund Project, 2009RFQXG214, Thermal power plant operating condition monitoring and fault diagnosis software development, 10/2009-12/2011, person in charge.

2. State Key Laboratory of Nuclear Reactor System Design Technology, 9140C730203, Signal Analysis and Processing Technology Based on Wavelet Analysis Theory and its Application Research, 07/2010-01/2012, Technical Director (Second participant).
3. Key Discipline Laboratory of Nuclear Safety and Simulation Technology, HEUFN1103, Research on Distributed Fault Diagnosis Technology of Nuclear Power Plant, 01/2011-12/2013, person in charge.
4. Postdoctoral Research Fund of Heilongjiang Province, LBH-Q12119, Research on Key Technologies and Methods of Distributed Intelligent Fault Diagnosis for Thermal Power Plants, 01/2013-12/2014, person in charge.
5. Project of China Kehua Nuclear Power Technology Research Institute Co., LTD., 008-ZB-B-2014-C32-0307, Design of Severe Accident diagnosis Module, 01/2015-03/2016, person in charge.
6. Heilongjiang Natural Science Foundation Project, A2016002, Research on Dynamic path planning method of Collaborative work under nuclear radiation environment, 07/2016-06/2019, person in charge.
7. State Key Laboratory of Nuclear Reactor System Design Technology Foundation Project, HT-KFKT-14-2017003, Fault Diagnosis of Nuclear Power Plant based on SDG Method, 12/2017-10/2019, person in charge.
8. Horizontal Project of Research Institute of Nuclear Power Operation (105), RIN180149-SCCG, Software Development of Point Core Integral Calculation, 2018/04-2019/03, person in charge.
9. Horizontal Project of Suzhou Research Institute of Thermal Engineering, 029-GN-B-2018-C45-P.0.99-00003, Intelligent Alarm and Diagnostic System Support for Group Equipment, 05/2018-12/2019, person in charge.
10. State Key Laboratory of Nuclear Power Safety Monitoring Technology and Equipment, K-A2019.418, Research on Fault Diagnosis Methods of Electric Control Valves for Nuclear Power Plants, 08/2019-07/2020, person in charge.
11. Horizontal Project of the 701 Research Institute of China Shipbuilding Industry Corporation, G519-2019-A001-08(A40102)_03, Research and Development of shielding calculation point Kernel Integration Program, 03/2020-09/2021, person in charge.
12. Horizontal Project of China General Nuclear Research Institute Co., LTD., 008-ZB-B-2022-C30-00539, Design of Lead-bismuth fast Reactor Fault diagnosis Scheme and Instrument control Scheme, 07/2022-06/2023, person in charge.
13. State Key Laboratory of Nuclear Reactor System Design Technology, Science and Technology Commission Fund Project, 11301014002-05-FW-DYLY-2022008, Research on Health Assessment Method of nuclear power Equipment based on Compound Intelligent Algorithm, 10/2022-06/2023, person in charge.
14. High-level Research Guidance Project (0-1 Exploration Program), Harbin Engineering University, 3072022TS1501, R-Ray Accumulation Factor Calculation based on Model Carlo Learning and machine learning Regression, 01/2022-12/2023, person in charge.
15. Project of Computer Application Research Institute, China Academy of Engineering Physics, HT-2022-115, Multi-Virtual Person Collaborative Work Algorithm and Visual Model Optimization Service, 11/2022-05/2023, person in charge.
16. Horizontal Project of China Nuclear Power Research and Design Institute, JDYY II-05-FWHT-GKJT-20234089, Research on Typical Sensor Failure Detection Technology under Multiple Operating Conditions Based on Multivariate Statistical Analysis, 2023/10-2025/01, person in charge.

1. 08/2007-12/2007, Visiting Scholar, Nuclear Safety and Decommissioning Simulation Laboratory, JAEA- Fugen Nuclear Power Decommissioning Research Center, Japan.
2. LIU Yong-kuo, XIA Hong, XIE Chun-li. STUDY ON THE INTELLIGENCE FAULT DIAGNOSTIC SYSTEM FOR THE NUCLEAR POWER PLANT. 13th international conference on nuclear engineering, may 16-20,2005, Beijing, china. ICONE13-50073.
3. Chun-Li Xie, Yong-Kuo Liu, and Hong Xia. Application Research of Two Real-Time Fault Diagnostic Methods in the Nuclear Power Plants. 14th international conference on nuclear engineering, July 17-20, 2006. Miami, Florida. ICONE14-89049 (Retrieved by EI: 070110341550).
4. Chun-li XIE, Hong XIA, Yong-kuo LIU. Research of the Fusion Diagnosis System Based on Neural Network and D-S Evidence Theory. International Workshop on Maritime Safety, Efficiency and Low Environmental Impact. 4-5 September, 2003. Harbin, China.
5. Chun-li XIE, Hong XIA, Yong-kuo LIU. RESEARCH ON THE FUSION DIAGNOSIS SYSTEM OF NUCLEAR POWER PLANTS. 13th international conference on nuclear engineering, may 16-20,2005, Beijing, china. ICONE13-50075.
6. LIU Yong-kuo, XIA Hong, XIE Chun-li. RESEARCH OF NUCLEAR POWER PLANTS DIAGNOSIS METHOD BASED ON DATA FUSION. 17th international conference on nuclear engineering, July 12-16,2009, Brussels, Belgium. ICONE17-75019(Retrieved by EI: 20102212972815; SCI Search: SCI:000290372700035).
7. LIU Yong-kuo; XIE Chun-li. Application of Ant Colony Optimization in Classification Fault Location of Nuclear Power Plants. The 8th International Topical Meeting on Nuclear Thermal-Hydraulics, Operation and Safety (NUTHOS-8). October 10-14, 2010. Shanghai, China. N8P005.
8. Wu Xiao-tian, Liu Yong-kuo, Xie Fei. Research on simultaneous faults diagnosis for nuclear power plant based on Dezert-Smarandache theory. 21st international conference on nuclear engineering(ICONE21), July 29-August 2, 2013, Chengdu, China. ICONE21-15906 (WOS:000359508800023, EI: 20142317796815).
9. Liu zhen, Liu yong-kuo, Wu xiao-tian, Zeng xian. Research on fault diagnosis approach based on the signed directed graph model for nuclear power plant. 21st international conference on nuclear engineering(ICONE21), July 29-August 2, 2013, Chengdu, China. ICONE21-15437 (WOS:000359511400015, EI: 20142317797078).
10. Nan Chao, Yong-kuo Liu, Hong Xia, Lu Bai. Minimum dose path planning in complex radioactive environments with sampling-based algorithms. 25st international conference on nuclear engineering(ICONE25), July 2-6, 2017, Shanghai, China. ICONE25-67749 (WOS:000426020200042, EI:20174404345150).
11. Lu Bai, Yong-kuo Liu, Nan Chao. The comprehensive evaluation evaluation for nuclear facility decommissioning scheme based on AHP-DEA method. 25st international conference on nuclear engineering(ICONE25), July 2-6, 2017, Shanghai, China. ICONE25-66906 (WOS:000426020200021, EI:20174404345129).
12. Maopu WU, Yongkuo LIU, Zhibin WEN, Minjun PENG, Hong XIA, Wei LI, Hang WANG, Ayodeji ABIODUN, Weifeng YU. Fault diagnosis and severity estimation in nuclear power plants. the 10th International Topical Meeting on Nuclear Plant Instrumentation, Control and Human Machine Interface Technologies (NPIC & HMIT 2017), June 11-15, 2017, San Francisco, USA. 707-718.
13. Yu WF, Liu YK, Wu MP, Wen ZB, Zhou W, Liu PF. Research on fault diagnosis method of nuclear power plant based on local linear embedding and K-nearest neighbor classifier. The 4th China (International) Nuclear Electrical Instrumentation Technology Conference.24.5.2017, Beijing, China.
14. Ayodeji A, Liu YK, Zhou W, Zhou XQ. Acoustic Signal-based Leak Size Estimation for Electric Valves Using Deep Belief Network. 2019 IEEE 5th International Conference on Computer and Communications (IEEE-ICCC), Chengdu, China. Dec 6-9, 2019. (EI: 19530408).
15. Ayodeji A, Liu YK. Distributed SVR method for incipient fault diagnosis. The 9th International Symposium on Symbiotic Nuclear Power Systems for 21st Century ISSNP2018, Harbin, China. July 9-11, 2018.
16. Ayodeji A, Liu YK. Optimized Radial Basis Function Neural Networks for Nuclear Plant Decision Support System. 12th International Topical Meeting on Reactor Thermal-Hydraulics, Operation, and Safety (NUTHOS-12), Qingdao, China. Oct 14-18, 2018.
17. Ai X, Liu YK, Jiang LP, Xia H, ZHOU XH. Research on Primary Circuit Fault diagnosis Technology of Nuclear Power plant based on iForest-Adaboost [C]. The 5th China (International) Nuclear Power Plant Instrumentation and Control Technology Conference, 06,2019, Shanghai, China.
18. Jiang LP, Liu YK, Ai X, Peng MJ, Zhang JY. Research on Nuclear Power Plant Fault Diagnosis based on kNN-SDG method [C]. 2019 Annual Conference of Key Laboratory of Nuclear Reactor System Design Technology, Chengdu,19-20,08,2019.
19. Liu YK. Conference Report, Research on Operation Support Technology of Nuclear Facilities of Harbin Engineering University [C]. The First Nuclear Power Digital Doctoral Forum 2021 Annual Conference, Xi 'an, 06-09,07,2021.
20. Hu Jifeng, Liu Yongkuo.Research on Radiation Field Reconstruction Method Based on Scattered Data [C]. 3rd Annual Academic Conference of the Nuclear Power Digital Doctoral Forum 2023, Beijing (North China Electric Power University), 2023,11,03-06.
21. Ai Xin, Liu Yongkuo TCA-SVM Based Cross Condition Fault Diagnosis Method for Nuclear Power Plants [C]. 3rd Annual Academic Conference of the Nuclear Power Digital Doctoral Student Forum, Beijing (North China Electric Power University), 2023,11,03-06.
22. Chen Zhitao, Liu Yongkuo, Hu Jifeng. Effect of different feature groups on extra-trees model of γ-ray buildup factor[C].The 2023 Annual Conference of  Chinese Nuclear Society. Xi'an(Xi 'an Jiaotong University),  2023,10,16-19.

1. Teaching Reform research project of Harbin Engineering University, "Research and Practice of combining Science and Education Teaching Mode for Undergraduates majoring in Nuclear Engineering and Nuclear Technology" (2009-232), 01.2009-12.2010, The person in charge.
2. Teaching Reform research project of Harbin Engineering University, "Research on the combination of Science and Education in Nuclear Science and Nuclear Technology" (JG2011YB56), 12.2011-11.2013, The person in charge.
3. Heilongjiang Province Degree and graduate Education Teaching Reform research project "on the reform of Professional degree graduate training model and quality assurance" (JGXM_HLJ_2013038), 10.2013-09.2015, The person in charge.
4. The first phase of cultural research project of Harbin Engineering University, "Research on the Construction and Application of Visual Identity System in Engineering University", 01.2013-12.2013, The person in charge.
5. Teaching Reform research project of Harbin Engineering University, "Research on Postgraduate Training Objectives and Characteristics under the Background of" Double First-class "Construction" (JG10217Y29), 11.2017-10.2018, The person in charge.
6. Teaching Reform research project of Harbin Engineering University, "Research and Practice on the Construction of" First-class Undergraduate Education "for Nuclear Engineering and Nuclear Technology Majors" (JG2019B17Z), 06.2019-05.2021, The person in charge.
7. Harbin Engineering University graduate course Ideological and political demonstration course construction "Equipment Fault diagnosis Technology", 04.2021-03.2022, the first core member.
8. Harbin Engineering University Undergraduate Ideological and political demonstration course construction "Nuclear Engineering Testing Technology", 03.2021-02.2022, the first core member.
9. The 2022 Teaching Reform Research Project of Harbin Engineering University, "Under the Background of New engineering," Emphasis on Teaching and learning, Emphasis on research and practice, Theoretical Knowledge and scientific research Practice "Undergraduate Talent Training Model Research and Practice Exploration" (JG2022B1501), 06.2022-05.2024, The person in charge.

Social part-time job
1. Applied Science and Technology, Nuclear Power engineering, Atomic Science and Technology, Progress in nuclear energy, Annals of nuclear energy, Nuclear engineering and design, Radiation Physics and Chemistry, Journal of Radiological Protection and other academic journals reviewer.
2. The Fourth China (International) Nuclear Instrumentation and Control Technology Conference, Vice Chairman of the Thematic Committee (Ninth topic), Beijing, May 2017.
3. The 9th international symposium on symbiotic nuclear power systems for 21st century (ISSNP2018), Chairman (Technical Group I-2), Harbin, China July 2018.
4. The Fifth China (International) Conference on Nuclear Electrical Instrumentation and Control Technology, Vice Chairman of the Topic Committee (Topic 10), Shanghai, June 2019.
5. Peer Review expert of China Postdoctoral Science Foundation.
6. Member of Chinese Association of Automation (2021, No. : E1405142314M).
7. China Nuclear Energy Industry Association expert Committee "Nuclear reactor fault diagnosis and health management" special group member.
8. Member of Chinese Nuclear Society (2018, No. : E360630044M).
9. 2021 The First Digital Nuclear Power Joint Doctoral Student Forum, member of the Academic Committee and member of the Organizational Committee, Xi 'an Jiaotong University, July 2021.
10. 2022 The Second Nuclear Power Digital Doctoral Forum, Deputy Director of the Academic Committee, Jiangsu Tianwan Nuclear Power Plant, November 2022.
11. Executive Director of Nuclear Power Operation and Application Technology Branch of Chinese Nuclear Society (2022, the first session) (07.2022-07.2026).
12. Expert of Shandong Nuclear Society Expert Database (Appointment period, 12.2021-11.2024).
13. Expert of Provincial Radiation Accident Emergency Expert Advisory Group of Heilongjiang Province (Nuclear radiation) (July.2022-present).
14. The Sixth China (International) Conference on Nuclear Electrical Instrumentation and Control Technology, Vice Chairman of the Topic Committee (Topic 10), Chengdu, June 2023.
15.  China National Knowledge Infrastructure（CNKI） Evaluation Expert (September 2023 -present).
16.  2023 Third Nuclear Power Digital Doctoral Forum, Deputy Director of the Organizing Committee, Special Chair, North China Electric Power University, November 2023.

1. Xia H, Liu YK, Xie CL, Featured Postgraduate Planning Textbook, The Fault Diagnosis Technology of Equipment (ISBN 978-7-5603-2960-4), Harbin Institute of Technology Press, March 2010 (2011, won the first prize of Heilongjiang Higher Education Association Outstanding Higher Education Teaching and Research Achievement Award; In 2012, won the first prize of the second Excellent Academic Works of China University Press).
2. Xia H, Liu YK, Cao XR et al., Featured Undergraduate Planning Textbook, Nuclear Engineering Testing Technology (ISBN 978-7-561-15261-3), Harbin Engineering University Press, June 2017 (2017, Heilongjiang Province Fine Book Publishing Project; In 2020, won the first prize of Heilongjiang Province teaching materials construction; 2023, National Press and Publication Administration "14th Five-Year Plan" National Key Publications Publishing Plan - Advanced Nuclear Science and Technology Application and Exploration Series - Nuclear and Radiation Safety Series).
3. Xie CL, Fan DM, Liu YK, eds., "13th Five-Year Plan" Textbook for General Higher Education, Fundamentals of Engineering Materials and Forming Technology (ISBN 978-7-111-62952-8, China Machine Press, August 2019).
4. Liu YK, Chao N, Ed., Planning Textbook for Graduate Students, Installation and Commissioning of Nuclear Island Main System of Pressurized Water Reactor (ISBN 978-7-561-2887-4), Harbin Engineering University Press, December 2020.
5. Liu YK, Chao N, Chen ZT, Nuclear Safety and Simulation Technology Series, Nuclear Decommissioning Simulation Radiation Safety and Evaluation Technology (ISBN 978-7-5221-2399-8), China Atomic Energy Press, December 2022.
6. Xia H, Liu YK, Xie CL, Featured Postgraduate Planning Textbook, Equipment Fault Diagnosis Technology (2nd edition) (ISBN 978-7-577-0495-2), Harbin Institute of Technology Press, March 2023 (2023, National Key Publication Special Planning Project during the 14th Five-Year Plan Period).
7. Hong Xia and Yongkuo Liu, Textbook for International Student Planning, Measurement Science and Technology in Nuclear Engineering (ISBN 978-981-99-1279-7), jointly published by Springer and Harbin Engineering University Press, November 2023 (2023, National Press and Publication Administration's "14th Five Year Plan" National Key Publication Publishing Plan - Advanced Nuclear Science and Technology Application and Exploration Series - Nuclear and Radiation Safety Series)

1、 LIU Yong-kuo, XIA Hong, XIE Chun-li. Application of fuzzy neural network to the nuclear power plant in process fault diagnosis. JOURNAL OF MARINE SCIENCE AND APPLICATION, 2005, 1(4): 34-38P.
2、XIE Chun-li, XIA Hong, LIU Yong-kuo. Data fusion method application to fault diagnosis of nuclear power plant. JOURNAL OF MARINE SCIENCE AND APPLICATION, 2005, 1(4): 30-33P.
3、 Liu Yong-kuo, Peng Min-jun, Xie Chun-li, Dong Ya-xin. Research and design of distributed fault diagnosis system in nuclear power plant. Progress in Nuclear Energy, 2013, 68: 97-110.(WOS:000324456100010；EI：20132916508136)
4、 Yong-kuo LIU; Meng-kun LI; Chun-li XIE; Min-jun PENG; Fei XIE. Path-planning Research in Radioactive Environment Based on Particle Swarm Algorithm. Progress in Nuclear Energy,2014,74:184-192.（WOS:000337015900019；EI：20141617573555）
5、 Yong-kuo Liu, Chun-li Xie, Min-jun Peng, Shuang-han Ling. Improvement of fault diagnosis efficiency in nuclear power plants using hybrid intelligence approach. Progress in Nuclear Energy,2014,76:122-136.(WOS: 000339600000013；EI：20142517852069)
6、Yong-kuo Liu, Meng-kun Li, Chun-li Xie, Min-jun Peng, Shuang-yu Wang, Nan Chao, Zhong-kun Liu. Minimum Dose Method for Walking-path Planning of Nuclear Facilities. Annals of Nuclear Energy, 83 (2015) , 161–171.(WOS: 000358096500019；EI：20151900815376)
7、 Yong-kuo Liu, Fei Xie, Chun-li Xie, Min-jun Peng, Guo-hua Wua, Hong Xia. Prediction of time series of NPP operating parameters using dynamic model based on BP neural network. Annals of Nuclear Energy, 85 (2015) , 566-575.(WOS: 000361413800062；EI：20152700988974)
8、Yong-Kuo Liu, Guo-Hua Wu, Chun-Li Xie, Zhi-Yong Duan, Min-Jun Peng,Meng-Kun Li. A fault diagnosis method based on signed directed graph and matrix for nuclear power plants. Nuclear Engineering and Design, 297 (2016), 166–174. (WOS:000369167700018; EI：20155201723593 )
9、 Meng-kun Li, Yong-kuo Liu, Min-jun Peng, Chun-li Xie, Shuang-yu Wang, Nan Chao, Zhi-bin Wen. Dynamic minimum dose path-searching method for virtual nuclear facilities. Progress in Nuclear Energy, 2016,91:1-8.(WOS:000380420000001; EI：20161702290220 )
10、Yong-kuo Liu, Meng-kun Li, Min-jun Peng, Chun-li Xie, Cheng-qian Yuan, Shuang-yu Wang, Nan Chao.Walking path-planning method for multiple radiation areas.Annals of Nuclear Energy,2016, 94:808–813.(WOS: 000377231600086; EI:20161902349808)
11、Chunli Xie , Ahmed Elmarakbi , Yongkuo Liu, Jizhou Zhang.A dynamic ordered concept lattice based algorithm for early diagnosis of NPP faults.Progress in Nuclear Energy, 2016,92:22-28. (WOS:000384786400003 ; EI：20162602548891)
12、Meng-kun Li, Yong-kuo Liu, Min-jun Peng, Chun-li Xie, Li-qun Yang.The decision making method of task arrangement based on analytic hierarchy process for nuclear safety in radiation field. Progress in Nuclear Energy, 2016,93:318-326. (WOS:000386401700029 ; EI：20163802823995)
13、Nan Chao, Yong-kuo Liu, Hong Xia, Chun-li Xie, Abiodun Ayodeji , Huan Yang, Lu Bai.A sampling-based method with virtual reality technology to provide minimum dose path navigation for occupational workers in nuclear facilities. Progress in Nuclear Energy, 100 (2017): 22-32.(WOS:000409285200003; EI:20172303734017)
14、Nan Chao, Yong-kuo Liu, Hong Xia, Min-jun Peng, Shang-yu Wang,Abiodun Ayodeji, Lu Bai.The simulation method based on skeleton animation model and organ-monitoring-points for exposure dose assessment to workers in radioactive environments.Nuclear Engineering and Design 320 (2017) 427-436.(WOS:000405771600037; EI:20172603838192)
15、 Nan Chao, Yong-kuo Liu, Hong Xia, Abiodun Ayodejib, Lu Bai. A Dose Assessment Method for Arbitrary Geometries with Virtual Reality in the Nuclear Facilities Decommissioning. Radiation Physics and Chemistry,144 (2018), pp.238-247.（WOS:000423646400035，EI:20173504100301）
16、 Liu Yong-kuo, Ayodeji Abiodun, Wen Zhi-bin, Wu Mao-pu, Peng Min-jun & Yu Wei-feng. A cascade intelligent fault diagnostic technique for nuclear power plants. Journal of Nuclear Science and Technology, 2018, 55（3）: 254-266.（WOS:000428717400002，EI: 20174504363815）
17、 Meng-kun Li, Yong-kuo Liu, Min-jun Peng, Chun-li Xie, Li-qun Yang. A simple voxel-based assessment and visualization of dose to human for radiation protection using virtual simulation. Progress in Nuclear Energy,Volume 105, May 2018, Pages 8–20. (WOS:000429394000002，EI: 20180204621248)
18、Nan Chao, Yong-kuo Liu, Hong Xia, Abiodun Ayodeji, Lu Bai.Grid-based RRT*for minimum dose walking path-planning in complex radioactive environments. Annals of Nuclear Energy,115 (2018), 73–82 .(WOS:000428605500007，EI: 20181104888221)
19、Abiodun Ayodeji, Yong-kuo Liu, Hong Xia. Knowledge base operator support system for nuclear power plant fault diagnosis. Progress in Nuclear Energy, Volume 105, May 2018, Pages 42-50.（WOS:000429394000005，EI:20180204629547）
20、 Nan Chao, Yong-kuo Liu, Hong Xia, Abiodun Ayodeji, Huan Yang. Adaptive point kernel dose assessment method for cutting simulation on irregular geometries in nuclear facility decommissioning. Radiation Physics and Chemistry, 150 (2018): 125–136. (WOS:000444932300019, EI: 20182105217095)
21、Meng-kun Li, Yong-kuo Liu, Min-jun Peng, Chun-li Xie, Li-qun Yang. the digital simulation and fuzzy evaluation to reduce the likelihood of unsafe behavior in nuclear decommissioning. Annals of Nuclear Energy, 119(2018): 331-341. ( EI:20182005205120, WOS:000437819900030)
22、 Meng-Kun Li, Yong-Kuo Liu, Min-Jun Peng, Chun-Li Xie and Li-Qun Yang. A fast simulation method for radiation maps using interpolation in a virtual environment. Journal of Radiological Protection, 38 (2018) 892–907 (16pp).（WOS:000434769200001, EI: 20183805818526）
23、Yong-kuo Liu, Nan Chao, Hong Xia, Min-jun Peng and Abiodun Ayodeji.Virtual reality-based adaptive dose assessment method for arbitrary geometries in nuclear facility decommissioning. Journal of Radiological Protection,38 (2018) 951–966 (16pp).（WOS:000435111400003，EI: 20183805818316）
24、Abiodun Ayodeji, Yong-kuo Liu. SVR optimization with soft computing algorithms for incipient SGTR diagnosis. Annals of Nuclear Energy, 121 (2018) 89–100. (WOS:000444668200010, EI:20182905563460)
25、Abiodun Ayodeji, Yong-kuo Liu. SUPPORT VECTOR ENSEMBLE FOR REACTOR COOLANT SYSTEM INCIPIENT FAULT DIAGNOSIS. Nuclear Engineering and Technology, 50 (2018) 1306-1313.（WOS:000450781700011,）
26、Ayodeji A, Liu YK. Regression model for crack severity estimation in Nuclear power plant[J]. International Electronic Journal of Nuclear Safety and Simulation, 2018. 9(2): p. 132-140.
27、Nan Chao, Yong-kuo Liu, Hong Xia, Min-jun Peng, Abiodun Ayodeji. DL-RRT* Algorithm for Least Dose Path Re-planning in Dynamic Radioactive Environments. Nuclear Engineering and Technology, 51 (2019) pp. 825-836.（ WOS:000462778100023,）
28、Abiodun Ayodeji, Yong-kuo Liu. PWR heat exchanger tube defects: trends, signatures and diagnostic techniques. Progress in nuclear energy, 112(2019):171-184.（WOS:000458222800015, EI: 20185206317203）
29、Li-qun Yang, Yong-kuo Liu, Min-jun Peng, Meng-kun Li, Nan Chao. A fast gamma-ray dose rate assessment method for complex geometries based on stylized model reconstruction. Nuclear Engineering and Technology,51 (2019) 1436-1443.(WOS:000473127300027)
30、Li-qun Yang, Yong-kuo Liu, Min-jun Peng, Meng-kun Li. A gamma-ray dose rate assessment method for arbitrary shape geometries based on voxelization algorithm.Radiation Physics and Chemistry, 158 (2019) 122–130.（WOS:000465509100019,EI: 20190806524696）
31、Li-qun Yang, Yong-kuo Liu, Min-jun Peng, Abiodun Ayodeji, Nan Chao.Voxel-based point kernel method for dose rate assessment of non-uniform activity and self-shielding sources in nuclear facility decommissioning. Radiation Physics and Chemistry.164(2019):108381. (WOS:000480377300021, EI: 20192707146718)
32、Yong-Kuo Liu, Xin Ai, Abiodun Ayodeji, Mao-Pu Wu, Min-Jun Peng,Hong Xia,Wei-Feng Yu. Enhanced graph-based fault diagnostic system for nuclear power plants.NUCL SCI TECH (2019) 30:174.(WOS000496964900002)
33、Abiodun Ayodeji, Yong-kuo Liu, Nan Chao, Li-qun Yang.A new perspective towards the development of robust data-driven intrusion detection for industrial control systems.Nuclear Engineering and Technology. 52(12), 2687-2698.(WOS:000582613900001)
34、Mwaura Anselim Mwangi, Liu Yong Kuo and Adede Simon Ochieng.Small Break Loss of Coolant Accident (SB-LOCA) Fault Diagnosis Scheme Using Adaptive Neuro-Fuzzy Inference System (ANFIS). the fifth international conference on energy engineering and environmental protection(EEEP2020), XIAMEN, 2020年11月17-19日，EEEP57583
35、Yong-kuo Liu, Wen Zhou, Abiodun Ayodeji, Xin-qiu Zhou, Min-jun Peng, Nan Chao. A multi-layer approach to DN 50 electric valve fault diagnosis using shallow-deep intelligent models. Nuclear Engineering and Technology,53(1),2021,148-163.(WOS:000605443200014)
36、Yong-kuo Liu, Li-qun Yang, Min-jun Peng, Nan Chao, Abiodun Ayodejia, Ze-yu Long.The real-time simulation of exposure dose assessment in radioactive environment based on point-kernel method and human phantom.Radiation Physics and Chemistry,Volume 177,December 2020, 109146.（WOS:000588314100003,EI:20203509105906）
37、Asif Ali Maitloa,Yong-kuo Liu, Muhammad Nazim Lakhan, Waleed Raza, Altaf Hussain Shar, Amir Alic, Abdul Hanan, Mukhtiar Ahmed. 2020. RECENT ADVANCES IN NUCLEAR POWER PLANT FOR FAULT DETECTION AND DIAGNOSIS - A REVIEW. Journal of Critical Reviews, 7 (18), 4340-4349.doi:10.31838/jcr.07.18.535
38、Anselim Mwangi Mwaura, Yong-Kuo Liu. Adaptive Neuro-Fuzzy Inference System (ANFIS) based modelling of incipient steam generator tube rupture diagnosis.Annals of Nuclear Energy,157 (2021) 108262.（ WOS:000644696400027 ,EI: 20211310140711)
39、Ngbede Junior Awodi, Yong-Kuo Liu, Abiodun Ayodeji, Justina Onyinyechukwu Adibeli. Expert judgement-based risk factor identification and analysis for an effective nuclear decommissioning risk assessment modeling.Progress in Nuclear Energy, 136(2021)，103733.(WOS:000656966400007,EI: 20211610236364)
40、Asif Ali,Yong Kuo Liu,Waleed Raza,Muhammad Nazim,Amir Ali,Sajid Hussain.The Development of a Thermal-Hydraulic and Nonlinear Dynamic System for Molten Salt Reactors. Engineering, Technology & Applied Science Research,Vol. 11, No. 2, 2021, 7023-7028.（WOS:000639575400028）
41、Justina Onyinyechukwu Adibeli, Yong-Kuo Liu, Abiodun Ayodeji, Ngbede Junior Awodi.Path planning in nuclear facility decommissioning: Research status, challenges, and opportunities. Nuclear Engineering and Technology,2021, https://doi.org/10.1016/j.net.2021.05.038.（WOS: 000687289800004）
42、Anselim M. Mwaura,Yong-Kuo Liu.Prediction of the Loss of Feed Water Fault Signatures Using Machine Learning Techniques.Science and Technology of Nuclear Installations,Volume 2021, Article ID 5511735, 13 pages. https://doi.org/10.1155/2021/5511735.
43、Miyombo Ernest Miyombo, Yong-kuo Liu, Abiodun Ayodeji. An analytical approach to organ equivalent dose estimation based on material composition photon attenuation coefficient.Progress in Nuclear Energy 141 (2021) 103955.（WOS:000703180700005；EI: 20213610866338）
44、Anselim M. Mwaura,Yong-Kuo Liu.Prediction of the Loss of Feed Water Fault Signatures Using Machine Learning Techniques.Science and Technology of Nuclear Installations,Volume 2021, Article ID 5511735, 13 pages.（WOS:000687435300001; EI: 20213510835023）
45、Miyombo Ernest Miyombo, Yongkuo Liu, Abiodun Ayodeji.A state-aware adaptive pathfinder for dynamic minimum dose path planning during an emergency in a complex radioactive environment.Progress in Nuclear Energy, 146 (2022), 104154.(EI: 20220711639714;WOS:000787847600003 )
46、Li-qun Yang, Yong-kuo Liu, Min-jun Peng, Abiodun Ayodeji, Zhi-tao Chen, Ze-yu Long. Radioactive gas diffusion simulation and inhaled effective dose evaluation during nuclear decommissioning. Nuclear Engineering and Technology. 54, (2022): 293-300. (WOS:000745913200002)
47、Miyombo Ernest Miyombo, Yong-kuo Liu, Abiodun Ayodeji.Minimum dose path planning based on three-degree vertex algorithm and FLUKA modeling: Radiation source discrimination and shielding considerations. Annals of Nuclear Energy, 168 (2022), 108916.(EI：20215211387809;WOS:000806349900004)
48、Yong-kuo Liu, Zhi-tao Chen, Nan Chao, Min-jun Peng, Ya-hui Jia. A dose assessment method for nuclear facility decommissioning based on the combination of CAD and Point-Kernel method. Radiation Physics and Chemistry, 193 (2022), 109942. (EI:20220111423607; WOS:000790008700007)
49、Miyombo Ernest Miyombo, Yong-kuo Liu a, Abiodun Ayodeji. Improved TDV algorithm for three-dimensional space path plannin gin a complex radioactive environment with obstacles. Progress in Nuclear Energy, 146 (2022): 104170. (EI:20220911739416,WOS:000787844100004)
50、Suubi Racheal, Yongkuo Liu, Abiodun Ayodeji. Evaluation of optimized machine learning models for nuclear reactor accident prediction. Progress in Nuclear Energy, 149(2022): 104263. (EI:20222112131332, WOS:000807122300002)
51、Ngbede Junior Awodi, Yong-kuo Liu, Ronke M. Ayo-Imoru, Abiodun Ayodeji.Fuzzy TOPSIS-based risk assessment model for effective nuclear decommissioning risk management. Progress in Nuclear Energy ,149 (2022): 104524.(EI:20225113258313,WOS:000896650800004)
52、Miyombo Ernest Miyombo, Yong-kuo Liu, Nana Yaw Amanyi Angu, Abiodun Ayodeji. Minimum dose path planning during reactor coolant system maintenance with corrosion product activity. Nuclear Engineering and Design, 396(2022): 111897. (EI:20223112452921, WOS:000855692900003)
53、Suubi Racheal, Yongkuo Liu, Abiodun Ayodeji. Improved WaveNet for pressurized water reactor accident prediction. Annals of Nuclear Energy, 181(2023): 109519. (EI:20225113270814,WOS:000913248400006)

Since 2008, he has received 17 honorary awards.
He won the "Yucai Award" for pre-job training of the "Joint + Order" class of China National Nuclear Group and China General Nuclear Power Group for many years in a row, and the works of the 7th College Students' Extra-curricular "Nuclear +X" Creative Competition (Future Nuclear Travel) guided by 2022 won the "Third Prize" of the Chinese Society for Radiation Protection.

1. Nuclear Power Plant Operator Support System Key technology research, Ministry of Industry and Information Technology, Science and Technology Progress Award, Second Prize, 2010.
2. Research on Refined Simulation System of Nuclear Power Plant, Science and Technology Department of Heilongjiang Province, Heilongjiang Science and Technology Progress Award, First Prize, 2015.
3. Research on Enhanced Heat Transfer of Integral pin-fin oil Cooler, Harbin Municipal People's Government, Harbin Science and Technology Progress Award, Third Prize, 2015.
4. Refined Simulation System of Nuclear Power Plant, Heilongjiang Provincial Department of Education, Science and Technology Award of Heilongjiang Universities, First Prize, 2015.