近五年发表的部分论文

1. Ye S, Hou L, Zhang P, et al. Transfer path analysis and its application in low-frequency vibration reduction of steering wheel of a passenger vehicle[J]. Applied Acoustics, 2020, 157: 107021.

2. 陈鼎, 侯亮, 祝青园, 卜祥建. 考虑轮胎几何与胎压因素的轮地相互作用力模型及其参数辨识[J]. 机械工程学报, 2020, 56(2): 174-183.

3. Hou L , Jiao R J . Data-informed inverse design by product usage information: a review, framework and outlook[J]. Journal of Intelligent Manufacturing,2020(31): 529-552.

4. 张炜, 王少杰, 甘雅文,等. 面向柔性定制的并行不等效客车混装线生产计划主从联合优化[J]. 机械工程学报, 2020, 56(22):24-37.

5. DingChen,LiangHou,XiangjianBu, et al. A piecewise bearing capacity method of unstructured terrain considering characteristics of soil mechanic and wheel geometry[J]. Journal of Terramechanics, 2020,89(6): 13-20.

6. Chen X, Chen W, Hou L, Zhu Q*, et al. A novel data-driven rollover risk assessment for articulated steering vehicles using RNN[J]. Journal of Mechanical ence and Technology, 2020, 34(5): 2161-2170.

7. Zhang X, Liu Q, Liu J, Zhu Q*, et al. Using gyro stabilizer for active anti-rollover control of articulated wheeled loader vehicles[J]. Proceedings of the Institution of Mechanical Engineers Part I: Journal of Systems and Control Engineering, 2020, doi: 10.1177/0959651820937114

8. Liu Q, Chen W, Hu H, Zhu Q*. An optimal NARX neural network identification model for a magneto-rheological damper with force-distortion behavior[J]. Frontiers in Materials, 2020, 7:10.

9. Liu Q, Chen W, Hu H, Zhu Q*, et al. Effect of magnetorheological damper parameters on dynamic responses of a full-vehicle suspension system[J]. International Journal of Applied Electromagnetics and Mechanics, 2020, 63(3): 483-503.

10. Chen W, Liu Q, Hu H, Zhu QY*. Novel laser-based obstacle detection for autonomous robots on unstructured terrain[J]. Sensors, 2020, 20(18): 5048.

11. Wang S, Liu Q, Hu H, Zhu Q*. An optimized rollover index for articulated steering vehicle on slopes[C]// International Conference on Vehicle, Automation and Computer Science, IEEE, 2020.

12. Chen Y, Li H, Hou L, et al. Chatter detection for milling using novel p-leader multifractal features[J]. Journal of Intelligent Manufacturing, 2020,33(1): 121-135.

13. 侯亮, 林浩菁, 王少杰, 连晓振, 张炜. 基于运行数据驱动反向设计的复杂装备个性化定制[J]. 机械工程学报, 2021, 57(8): 65-80.

14. Zhang W , Wang S , Hou L , et al. Operating Data-driven Inverse Design Optimization for Product Usage Personalization with an Application to Wheel Loaders[J]. Journal of Industrial Information Integration, 2021, 23(1):100212.

15. Zhang EL, Zhuo JM, Hou L, Fu CH, Guo T. Comprehensive annoyance modeling of forklift sound quality based on rank score comparison and multi-fuzzy analytic hierarchy process, Applied Acoustics, 2021, 173, 107705.

16. 胡学满, 侯亮, 卜祥建,等. 采用等效重构载荷的虚拟传递路径分析[J]. 振动工程学报, 2021, 34(6):1151-1160.

17. 侯亮,赖伟群,崔凯,叶绍干,郭志敏,卜祥建.轴向柱塞马达平面配流副油膜润滑特性建模及分析[J].华南理工大学学报(自然科学版),2021,49(02):99-109.

18. 陈云, 侯亮, 刘文志, 等. 基于时域仿真法的断续铣削颤振预测[J]. 机械工程学报, 2021, 57(3): 98-106.

19. Ye S, Zhang J, Xu B, et al. A theoretical dynamic model to study the vibration response characteristics of an axial piston pump[J]. Mechanical Systems and Signal Processing, 2021, 150: 107237.

20. Zhang W, Hou L, Jiao R J. Dynamic takt time decisions for paced assembly lines balancing and sequencing considering highly mixed-model production: An improved artificial bee colony optimization approach[J]. Computers & Industrial Engineering, 2021, 161: 107616.

21. Mu R, Zheng Y, Zhang K, et al. Research on Customer Satisfaction Based on Multidimensional Analysis[J]. International Journal of Computational Intelligence Systems, 2021, 14(1): 605-616.

22. Xu Y, Chen Y, Hou L, et al. Parameter Inverse Identification for Direct Laser Deposition Simulation Using Support Vector Regression and Genetic Algorithm[C]//International Conference on Mechanical Design. Springer, Singapore, 2021: 1637-1651.

23. 张炜, 侯亮. 云平台数据驱动的产品与供应商资源主从协同优化[J]. 中国机械工程, 2021, 32(9):1061-1072

24. 叶绍干,胡佳俊,侯亮,等.多弧槽球面配流副润滑特性分析与多目标优化[J].农业机械学报,2023,54(01):440-449.

25. Lian X, Hou L, Zhang W, et al. An Integrated Approach for Failure Mode and Effects Analysis Based on Weight of Risk Factors and Fuzzy PROMETHEE Ⅱ[J]. Symmetry, 2022, 14(6): 1196.

26. 饶红艳， 王少杰， 侯亮， 苏德赢. 基于改进粒子群优化算法的混凝土泵车全局功率匹配[J]. 东北大学学报（自然科学版）, 2023, 44(6): 840-848.

27. 侯亮, 郭敬, 陈云, 叶超, 徐杨, 邹佳豪. 考虑定向能量沉积工艺特点的减材加工余量优化[J]. 中国机械工程, 2022, 33(17): 2098-2106.

28. Hou L, Guo J, Chen Y, et al. Post-machining allowance optimization of directed energy deposited impeller blades using point cloud registration[J]. Manufacturing Letters, 2022, 33: 593-601.

29. Liang Hou, Haojing Lin, Shaojie Wang *, Yun Chen, Deying Su, Feature-based sensor configuration and working-stage recognition of wheel loader[J]. Automation in Construction+D194:K195, 2022, 141:104401

30. Deying Su, Liang Hou, Shaojie Wang *, Xiangjian Bu and Xiaosong Xia, Energy Flow Analysis of Excavator System Based on Typical Working Condition Load[J]. Electronics, 2022,11(13),1987.

31. Binyun Wu, Shaojie Wang*, Liang Hou, Xiangjian Bu, Chunhua Chen, Zheng Yang, Instantaneous Frequency Estimation Method for the Vibration Signal of Rotating Machinery Based on STFTSC Algorithm[J]. International Journal of Acoustics and Vibration, 2022, 27(1): 45-55.

32. Li Y, Hou L, Chen Y. 3D Measurement Method for Saturated Highlight Characteristics on Surface of Fuel Nozzle[J]. Sensors, 2022, 22(15): 5661.

33. Shaojie Wang,Yue Yin,Yanfeng Wu and Liang Hou*, Modeling and Verification of an Acquisition Strategy for Wheel Loader’s Working Trajectories and Resistance[J]. Sensors, 2022, 22, 5993.

34. 叶绍干,葛纪刚,侯亮,穆瑞,卜祥建.基于遗传算法的轴向柱塞泵配流盘密封环结构多目标优化[J].农业机械学报,2022,53(01):441-450.

35. 侯亮,徐杨,陈云,叶超,郭敬,胡学满.基于热源参数反向识别的定向能量沉积热力仿真[J].焊接学报,2022,43(02):11-19+113-114.

36. Shaojie Wang*, Shengfeng Yu, Liang Hou, Binyun Wu and Yanfeng Wu, Prediction of Bucket Fill Factor of Loader Based on Three-Dimensional Information of Material Surface[J]. Electronics, 2022; 11(18):2841.

37. Mu R, Zheng Y, Zhang K, et al. Research on Customer Satisfaction Based on Multidimensional Analysis[J]. International Journal of Computational Intelligence Systems, 2021, 14(1): 605-616.

38. Lian X, Hou L, Zhang W, et al. Identifying risky components of display products for redesign considering user attention and failure causality[J]. Soft Computing, 2023, 27(6): 2921-2942.

39. Lian X , Hou L , Yan H .An integrated decision-making approach to evaluating design schemes under heterogeneous fuzzy environment[J].Journal of Engineering Design, 2022.

40. Zheng Z, Bu X, Hou L, et al. Hybrid uncertainty analysis and optimisation based on probability box for bus powertrain mounting system[J]. Journal of Engineering Design, 2023: 1-32.

41. Binyun Wu, Liang Hou, Shaojie Wang *, et al. Predictive modeling of loader's working resistance measurement based on multi-sourced parameter data[J]. Automation in Construction, 2022, 149:104805

42. Shijiang L , Liang H , Zebo C ,et al.Uncertainty modeling and applications for operating data-driven inverse design[J].Journal of Engineering Design, 2023.DOI:10.1080/09544828.2023.2180846.

43. Wang S *, Wu Y, Hou L, et al. Predictive Modeling for Soft Measurement of Loader Drive shaft Torque Based on Large-Scale Distributed Data[J]. Measurement, 2023: 112566.

44. Chen Y , Xu Y , Hou L ,et al.Fast distortion prediction in directed energy deposition using inversely-identified inherent strains[J].Journal of Engineering Design, 2023, 34(4):294-312.DOI:10.1080/09544828.2023.2193879.

45. Hou, Liang; Chen, Chunhua; Wang, Shaojie*; Wu, Yongjun; Chen, Xiu, Multi-Object Detection Method in Construction Machinery Swarm Operations Based on the Improved YOLOv4 Model[J]. Sensors, 2022, 22(19): 7294

46. Li Y, Hou L, Chen Y. Fractal analysis of fuel nozzle surface morphology based on the 3D-sandbox method[J]. Micromachines, 2023,14(5): 904-919.

47. Ye C , Chen Y , Hou L ,et al.Deformation prediction of functionally graded materials in laser directional energy deposition using forward-inverse calibration of the inherent strain in multi-scanning directions[J].Applied optics, 2023.

48. [1]叶超,侯亮,陈云,等.316L不锈钢激光熔覆宏微观特征优化[J].焊接学报,2023,44(03):8-16+129.

49. Lian X, Hou L, Zhang W, et al. Combined forecasting approach for product quality based on support vector regression and gray forecasting model [J]. Advanced Engineering Informatics.

50. Volume 222, November 30, 2023

51. Binyun Wu, Shaojie Wang, Haojing Lin, Shijiang Li and Liang Hou*.Fast Estimation of Loader's Shovel Load Volume by 3D Reconstruction of Material Piles[J].Chinese Journal of Mechanical Engineering, 2023, 36(1).DOI:10.1186/s10033-023-00945-y.

52. Wu B , Hou L , Wang S ,et al.A Tacholess Order Tracking Method Based on the STFTSC Algorithm for Rotor Unbalance Fault Diagnosis Under Variable-Speed Conditions[J].Journal of Computing and Information Science in Engineering, 2024, 24(2):12.DOI:10.1115/1.4063401.

53. Li Y , Chen Y , Hou L ,et al.Process parameter optimization of K477 and GH4169 for defect control in laser-directed energy deposition using Taguchi design of experiments[J].The International Journal of Advanced Manufacturing Technology, 2024, 131(9-10):21.DOI:10.1007/s00170-024-13277-5.

54. Li S , Wang S , Chen X ,et al. Application of physics-informed machine learning for excavator working resistance modeling[J]. Mechanical Systems & Signal Processing, 2024(3):209.

55. Su D , Rao H , Wang S ,et al.Study of Error Flow for Hydraulic System Simulation Models for Construction Machinery Based on the State-Space Approach[J].Actuators, 2024, 13(1).DOI:10.3390/act13010014.

56. Su D , Wang S , Lin H ,et al.Parameter Estimation of a Valve-Controlled Cylinder System Model Based on Bench Test and Operating Data Fusion[J].Chinese Journal of Mechanical Engineering, 2024, 37(2):247-263.DOI:10.1186/s10033-024-01022-8.

57. Chen S , Li Y , Chen Y ,et al.Comparison of Johnson–Cook and TANH Plastic Models for 3D Numerical Modeling of Turning Titanium Alloy Ti5553[J].Journal of Materials Engineering and Performance, 2024, 33(17):9126-9144.DOI:10.1007/s11665-023-08577-y.

58. Wang S , Huang S , Hou L ,et al.Research on predictive modeling method of loader working resistance in a sensor-less environment[J].Engineering Applications of Artificial Intelligence, 2024, 138.DOI:10.1016/j.engappai.2024.109263.

59. Li S , Wang S , Chen X ,et al.Identification of material excavation difficulty and uncertainty analysis based on Bayesian deep learning[J].Journal of Industrial Information Integration, 2024, 42.DOI:10.1016/j.jii.2024.100728.

60. 连晓振, 侯亮, 张文博, 等. 基于 RA 和 DFMEA 的 LCD 产品设计方案选择[J]. 计算机集成制造系统.

61. 胡学满, 侯亮, 卜祥建, 等. 联合载荷下燃油泵调节器声振特性分析[J]. 航空动力学报, 2024, 39（10）：20220849

62. Xia X , Ye S , Hou L ,et al.Instantaneous flow area calculation for modeling an axial piston pump: A point cloud-based technique:[J].Proceedings of the Institution of Mechanical Engineers, Part A: Journal of Power and Energy, 2024, 238(7):1148-1157.DOI:10.1177/09576509241256499.

63. Li Y , Hou L , Chen Y ,et al.Point Cloud Measurement Using Improved Variance Focus Measure Operator[J].Current Optics and Photonics, 2024, 8(2):13.

64. Li Y , Tang Y , Shi Y ,et al.Cracking behaviour, microstructure evolution, and mechanical properties of GH4169/K477 by laser directed energy deposition[J].[2025-03-26].

65. Li S , Zhou G , Wang S ,et al.Multi-sensor data fusion and deep learning-based prediction of excavator bucket fill rates[J].Automation in Construction, 2025, 171.DOI:10.1016/j.autcon.2025.106008.

近五年授权的部分发明专利

1. 面向工程机械集群作业的空-地一体化动态环境感知系统，发明专利，专利号ZL202011347243.4，发明人：王少杰,殷月,侯亮，吴彬云,朱赫森

2. 一种双目视觉的非结构化地形实时感知与重构方法，发明专利，专利号ZL202011352477.8，发明人：王少杰,侯亮,吴彬云,梁皓烙,张文博,饶红艳，陈泽波

3. 一种用于激光直接沉积仿真的热源参数反向识别方法，发明专利，专利号ZL202110976632.1，发明人：侯亮，徐杨，陈云

4. 一种用于工程机械旋转轴扭矩的测量方法，发明专利，专利号ZL202111027638.0，发明人：王少杰, 余圣锋, 侯亮, 杨峥, 陈春华

5. 一种用于装载机铲装作业的阻力预测方法和装置，发明专利，专利号ZL202210666713.6，发明人：王少杰; 余圣锋; 侯亮; 卜祥建

6. 挖掘机，外观专利，专利号ZL202230852543.1，发明人：侯亮,李仕江,吕帅,王少杰,卜祥建

7. 一种斜流式和轴流式一体的风机，实用新型专利，专利号ZL202321560471.9，发明人：侯亮，章煜威，卜祥建，赵超强，吴荣炜，黄顺安

8. 一种具有波浪形防涡圈的斜流风机及空气净化器，实用新型专利，专利号ZL202321743789.0，发明人：卜祥建，章煜威，侯亮，赵超强，吴荣炜，黄顺安

9. 一种低噪音排气电磁阀，实用新型专利，专利号ZL202321122064.X，发明人：卜祥建,侯亮,章煜威

10. 一种基于深度神经网络的弱光环境车道线检测方法、装置，发明专利，专利号ZL202011612255.5，发明人：祝青园;宋爽;黄腾超;卜祥建

11. 一种基于多曝光融合的车载视觉增强方法，发明专利，专利号ZL202111065486.3，发明人：祝青园,黄腾超,宋爽,卜祥建

12. 基于Modelica的液压挖掘机能量传递精准模型构建方法，发明专利，专利号ZL202111005819.3，发明人：王少杰, 吴彬云, 侯亮，陈春华, 余圣锋

13. 一种动态环境下的物体辨识与定位方法，发明专利，专利号ZL202011347238.3，发明人：王少杰,吴彬云,侯亮，卜祥建，余圣锋,陈春华,曾军

14. 一种压差自适应按摩椅消声器，发明专利，专利号ZL202110425790.8，发明人：侯亮，胡学满，卜祥建，陈云，陈泽波

15. 基于多视图集成学习的公交车载重预测方法及装置，发明专利，专利号ZL202111293525.5，发明人：侯亮,郑正中,王少杰,卜祥建,赖辉平,张文博

16. 柱塞-滑靴组件耦合动力学模型建立方法，发明专利，专利号ZL202210058694.9，发明人：叶绍干,葛纪刚,侯亮，卜祥建,林晓鹰

17. 一种三级压力控制系统及方法，发明专利，专利号ZL202211673335.0，发明人：侯亮;夏小松;叶绍干;卜祥建;苏德赢

18. 一种变量速度可主动调节的数字变量柱塞泵，发明专利，专利号ZL202211102295.4，发明人：侯亮;夏小松;叶绍干;卜祥建;苏德赢

19. 一种用于装载机铲装满斗率预测的建模方法和系统，发明专利，专利号ZL202210464257.7，发明人：王少杰,余圣锋,侯亮

20. 基于电机热耦合的纯电动客车行驶性能指标的仿真分析方法，发明专利，专利号ZL202111174513.0，发明人：侯亮,张文博,卜祥建,王少杰

21. 一种基于多源运行数据的公交车站间载重识别方法和系统，发明专利，专利号ZL202111204859.0，发明人：侯亮,郑正中,王少杰,卜祥建,赖辉平,张文博

近五年获得的部分软件著作权