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硕士生导师

廖想

发表时间:2025-04-11 作者:电气与电子工程学院 浏览次数:

廖想,1984.8,中共党员,副教授、硕士生导师,华中科技大学理学博士、水利工程博士后、入选湖北省相关人才计划、中国电工技术学会能源智慧化专委会委员、长江技术经济学会会员、IEEEPES会员。主持包括国家自然科学基金青年项目、博士后科学基金面上项目、省重点实验室开放基金项目在内科研项目多项;获长江科学技术奖科技进步奖二等奖1项,发表SCI学术论文20余篇,授权发明专利3项,软件著作权12项,指导研究生获学科竞赛省级奖励2项。

Web of Science ResearcherID:JOJ-9829-2023

ORCID:0000-0002-1874-5911

研究方向:

综合能源系统优化方法、高维多目标优化算法、数字孪生技术、深度强化学习等相关领域。

科研项目:

1、 国家自然科学基金面上项目62473133,电动汽车动态无线充电系统电磁耦合机理及扰动抑制方法研究,2025.1,60万元,参与

2、 湖北省科技厅,省科技厅科研计划项目-省自然基金联合基金重点项目, 2023AFD186,水风光储联合运行系统水电机组振荡机理与控制方法研究, 2023-07至今, 10万元,参与

3、 太阳能高效利用及储能运行控制湖北省重点实验室开放基金HBSEES202312,2万元,主持

4、 新能源及电网装备安全监测湖北省工程研究中心开放基金HBSKF202125.0.38万元,主持

5、 国家自然科学基金青年项目,耦合径流预报的水库群实时发电调度模型建模及多目标求解方法研究,2019.1-2020.12,主持;

6、 中国博士后科学基金面上项目,2016M602299,梯级水库群发电调度预报-模拟-优化耦合模型研究,2016/01-2018/12,主持

7、 国家自然科学重大研究计划91647114,澜沧江中下游梯级水库群多目标调控模型与方法,2016.8,75万,参与

8、 国家自然科学基金面上项目51979113,耦合水动力学模型的水库群多目标精细化实时调度研究,2019.8,60万元,参与

9、 国家自然科学基金面上项目51979114,梯级电站群调度泛函分析及其不确定性风险传递研究,2019.8,60万元,参与

10、 国家自然科学基金青年项目,梯级水电站近边界运行全景模糊风险分析及多属性方案决策,2019/01-2021/12,27万元,参与

科技奖励:

2024长江科学技术奖科技进步奖二等奖:大型风力发电场智慧模拟、诊断及运维关键技术研究与应用(排名3)

科研论文:

1. Liu, K.; He, H.;Liao, X(*); Zou, F.; Huang, W.; Li, C. Optimization of Renewable Energy Sharing for Electric Vehicle Integrated Energy Stations and High-Rise Buildings Considering Economic and Environmental Factors. Sustainability 2025, 17, 3142.https://doi.org/10.3390/su17073142

2. 廖想(*),周安琪,刘珂,等.海狸算法:一种自然启发的元启发式算法[J].控制与决策,2025,40(03).

3. Liao X, Lei R, Ouyang S, Huang W. Capacity Optimization Allocation of Multi-Energy-Coupled Integrated Energy System Based on Energy Storage Priority Strategy. Energies. 2024; 17(21):5261. https://doi.org/10.3390/en17215261

4. X. Liao, J. Ma, Z. Jiang, and J. Zhou, "Many-objective optimization based mutual feed scheduling for energy system of integrated energy station,"Applied Soft Computing,vol. 161, p. 111803, 2024-1-1 2024.(中科院一区TOP)

5. X. Liao, J. Ma, B. Yin, B. Qian, R. Lei, F. B, and C. Li, "Many-objective bi-level energy scheduling method for integrated energy stations based on power allocation strategy,"iScience,vol. 27, p. 109305, 2024-1-1 2024.(中科院二区TOP,CELL子刊)

6. N. Fang, S. Ma,X. Liao(*), H. Ding, and J. Yu, "Optimized scheduling of integrated community energy stations based on improved NSGA-III algorithm,"JOURNAL OF ENERGY STORAGE,vol. 99, 2024.(唯一通讯作者、中科院二区TOP)

7. X. Liao, B. B. Qian, Z. Q. Jiang, B. Fu, and H. He, "Integrated Energy Station Optimal Dispatching Using a Novel Many-Objective Optimization Algorithm Based on Multiple Update Strategies,"Energies,vol. 16, Jul2023.

8. B. L. Yin, X.Liao(*), B. B. Qian, J. Ma, and R. J. Lei, "Optimal Scheduling of Electric Vehicle Integrated Energy Station Using a Novel Many-Objective Stochastic Competitive Optimization Algorithm,"Ieee Access,vol. 11, pp. 129043-129059,2023.

9. Wang, F.;Liao, X(*).; Fang, N.; Jiang, Z. Q., Optimal Scheduling of Regional Combined Heat and Power System Based on Improved MFO Algorithm.Energies2022,15(9).

10. Liu, D.;Liao, X(*).; Ouyang, S.; Li, C., Combined EEMD with a Novel Flexible Wavelet Threshold Function for Weighing Signal Denoising Approach.J Sensors2022,2022, 5314532.

11. Jiang, Z. Q.; Wang, S. L.;Liao, X.; Liu, Y.; Wu, Q.; Zhang, L.; Chang, Z. Y., Comprehensive Evaluation of Runoff Forecast Level Based on Forecasting Difficulty.J Am Water Resour As2022.

12. 蒋志强,廖想(*),纪昌明等.两河口水库三种年末消落水位控制方式研究[J].水力发电学报,2021,40(01):

13. Ding, X. L.; Mo, X. C.; Zhou, J. Z.; Bi, S.; Jia, B. J.;Liao, X., Long-Term Scheduling of Cascade Reservoirs Considering Inflow Forecasting Uncertainty Based on a Disaggregation Model.Water Resour Manag2021,35(2), 645-660.(SCI二区)

14. Jiang, Z. Q.; Song, P. B.;Liao, X., Optimization of Year-End Water Level of Multi-Year Regulating Reservoir in Cascade Hydropower System Considering the Inflow FrequencyDifference.Energies2020,13(20).

15. Liao X, Zhou J, Ouyang S, Zhang R, Zhang Y. An adaptive chaotic artificial bee colony algorithm for short-term hydrothermal generation scheduling. International Journal of Electrical Power and Energy Systems. 2013;53:34-42.(SCI二区)

16. Liao X, Zhou JZ, Zhang R, Zhang YC. An adaptive artificial bee colony algorithm for long-term economic dispatch in cascaded hydropower systems. International Journal of Electrical Power and Energy Systems 2012;43:1340-5.(SCI二区)

17. Zhou JZ,Liao X(*), Ouyang S, Zhang R, Zhang YC. Multi-objective artificial bee colony algorithm for short-term scheduling of hydrothermal system. International Journal of Electrical Power and Energy Systems. 2014;55:542-553.(SCI二区)

18. Liao X, Zhou J, Ouyang S, Zhang R, Zhang Y.Multi-objective Artificial Bee Colony Algorithm for Long-term Scheduling of Hydropower System: A Case Study of China. 8th International Conference of EWRA "Water Resources Management in an Interdisciplinary and Changing Context". 26-30 June Porto, Portugal.2013.

19. Zhou, Jianzhong(#)(*); Zhang, Yongchuan; Zhang, Rui; Ouyang, Shuo; Wang, Xuemin;Liao, Xiang, Integrated optimization of hydroelectric energy in the upper and middle Yangtze River, Renewable & Sustainable Energy Reviews, 2015.5, 45: 481~512(SCI二区)

20. Zhang, Rui(#)(*); Zhou, Jianzhong; Zhang, Huifeng;Liao, Xiang; Wang, Xuemin, Optimal Operation of Large-Scale Cascaded Hydropower Systems in the Upper Reaches of the Yangtze River, China, Journal of Water Resources Planning and Management, 2014.4.1, 140(4): 480~495(SCI二区)

21. R. Zhang, J. Zhou, L. Mo, S. Ouyang, andX. Liao, "Economic environmental dispatch using an enhanced multi-objective cultural algorithm,"ELECTRIC POWER SYSTEMS RESEARCH,vol. 99, pp. 18-29, 2013-1-1 2013.(SCI三区)

22. Ouyang S, Zhou J, Li CL,Liao X, Zhang Y. Optimal Design for Flood Limit Water Level of Cascade Reservoirs. 8th International Conference of EWRA "Water Resources Management in an Interdisciplinary and Changing Context". 26-30 June Porto, Portugal.2013.(会议论文)

23. Wang Wenxiao(#); Li Chaoshun(*);Liao Xiang; Qin Hui, Study on unit commitment problem considering pumped storage and renewable energy via a novel binary artificial sheep algorithm, Applied Energy, 2017, 187: 612~626(SCI一区)

24. Dai Minglong(#); Zhou Jianzhong(*);Liao Xiang, Research on Combination Forecast Mode of Conceptual Hydrological Model, Water Resources Management, 2016, 30(13): 4483~4499(SCI二区)

25. Ouyang, Shuo(#)(*); Zhou, Jianzhong; Li, Chunlong;Liao, Xiang; Wang, Hao, Optimal Design for Flood Limit Water Level of Cascade Reservoirs, Water Resources Management, 2015.1, 29(2): 445~457(SCI二区)

26. Ouyang, Shuo(#); Zhou, Jianzhong(*); Qin, Hui;Liao, Xiang; Wang, Hao, A novel multi-objective electromagnetism-like mechanism algorithm with applications in reservoir flood control operation, Water Science and Technology, 2014, 69(6): 1181~1190

27. Xiang L, Dongchu L. Research on axial drilling emendation method for semi-automated balancing machine. 2010 8th World Congress on Intelligent Control and Automation(WCICA 2010), 7-9 July 2010. Piscataway, NJ, USA: IEEE; 2010. p. 4157-60.(EI)

授权发明专利:

1. 廖想,郑梓煜,邹付一等.电能存储系统群分布式并网的调度方法、装置及电子设备[P].湖北省:CN202510073756.7

2. 廖想,刘丹,蔡华锋等.称重信号降噪方法、装置、电子设备及计算机存储介质[P].湖北省:CN114942065A,2022-08-26.

3. 莫莉,廖想,高新稳等.一种前后端分离的水电站群优化调度系统及方法[P].湖北省:CN108932588B,2021-04-02.

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湖北工业大学电气与电子工程学院电气楼A603室

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E-mail:liaoxiang@hbut.edu.cn