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Number of items: 101.

Article

Chen, Qianqian; Xiao, Changshi; Wen, Yuanqiao; Yuan, Haiwen; Huang, Yamin; Liu, Yuanchang; Zhang, Wenqiang; (2023) Knowledge-Driven Semantic Segmentation for Waterway Scene Perception. IEEE Sensors Journal 10.1109/JSEN.2023.3304973. (In press). Green open access
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Chen, X; Liu, Y; Achuthan, K; Zhang, X; (2020) A ship movement classification based on Automatic Identification System (AIS) data using Convolutional Neural Network. Ocean Engineering , 218 , Article 108182. 10.1016/j.oceaneng.2020.108182. Green open access
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Chen, X; Liu, Y; Achuthan, K; Zhang, X; Chen, J; (2021) A semi-supervised deep learning model for ship encounter situation classification. Ocean Engineering , 239 , Article 109824. 10.1016/j.oceaneng.2021.109824. Green open access
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Chen, Yaxi; Chen, Hongyi; Harker, Anthony; Liu, Yuanchang; Huang, Jie; (2024) A supervised machine learning tool to predict the bactericidal efficiency of nanostructured surface. Journal of Nanobiotechnology , 22 (1) , Article 748. 10.1186/s12951-024-02974-8. Green open access
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Chen, Zhen; Zou, Meng; Gaozhang, Wenlong; Liu, Yuanchang; Huang, Jie; (2025) Movement Environment Assessment and Force Prediction for Quadruped Robots. Journal of Field Robotics 10.1002/rob.70035. (In press).

Chen, C; Feng, M; Jialun, L; Negenborn, RR; Liu, Y; Yan, X; (2020) Controlling a cargo ship without human experience based on deep Q-network. Journal of Intelligent and Fuzzy Systems 10.3233/JIFS-200754. (In press). Green open access
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Chen, X; Liu, Y; Achuthan, K; (2021) WODIS: Water Obstacle Detection Network based on Image Segmentation for Autonomous Surface Vehicles in Maritime Environments. IEEE Transactions on Instrumentation and Measurement 10.1109/TIM.2021.3092070. Green open access
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Ding, Laiqian; Liu, Chong; Yin, Shuqing; Zhou, Zhanwei; Chen, Jing; Chen, Xueting; Chen, Li; ... Li, Jingmin; + view all (2022) Engineering a dynamic three-dimensional cell culturing microenvironment using a 'sandwich' structure-liked microfluidic device with 3D printing scaffold. Biofabrication , 14 (4) , Article 045014. 10.1088/1758-5090/ac8a19. Green open access
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Dong, Yuxuan; Wu, Peng; Wang, Sen; Liu, Yuanchang; (2023) ShipGAN: Generative Adversarial Network based simulation-to-real image translation for ships. Applied Ocean Research , 131 , Article 103456. 10.1016/j.apor.2022.103456. (In press). Green open access
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Dong, Z; Ding, Y; Liu, W; Hu, Z; Lu, S; Liu, Y; (2025) Maneuverability parameter identification of a water-jet USV based on truncated weighted LSSVM integrated with adaptive mutation PSO algorithm. Ocean Engineering , 321 , Article 120474. 10.1016/j.oceaneng.2025.120474.

Dong, Z; Liu, W; Ding, Y; Lu, S; Hu, Z; Liu, Y; (2025) Time-varying formation trajectory tracking scheme for underactuated USVs based on adaptive sliding mode control with improved guidance strategy. Ocean Engineering , 331 , Article 121340. 10.1016/j.oceaneng.2025.121340.

Dong, Z; Lu, S; Hu, Z; Liu, W; Ding, Y; Liu, Y; (2026) A novel digital twin model based bio-heuristic sliding mode control algorithm for trajectory tracking control of USV in the presence of complex marine environment disturbance. Robotics and Autonomous Systems , 195 , Article 105219. 10.1016/j.robot.2025.105219. (In press).

Dong, Z; Zhou, W; Tan, F; Wang, B; Wen, Z; Liu, Y; (2024) Simultaneous modeling and adaptive fuzzy sliding mode control scheme for underactuated USV formation based on real-time sailing state data. Ocean Engineering , 314 , Article 119743. 10.1016/j.oceaneng.2024.119743. Green open access
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Dong, Zaopeng; Hu, Zhihao; Hou, Jiaxin; Lu, Sihang; Ding, Yilun; Liu, Wangsheng; Liu, Yuanchang; (2025) Parameter identification and real-time motion prediction for a water-jet unmanned surface vehicle based on online sparse least squares support vector machine algorithm. Control Engineering Practice , 164 , Article 106508. 10.1016/j.conengprac.2025.106508.

Dong, Zaopeng; Lu, Sihang; Hu, Zhihao; Liu, Wangsheng; Ding, Yilun; Liu, Yuanchang; (2025) Simultaneous modeling and backstepping control algorithm for trajectory tracking of underactuated USV based on real-time sailing data in complex ocean conditions. ISA Transactions , 166 pp. 145-158. 10.1016/j.isatra.2025.07.013.

Dong, Zaopeng; Tan, Fei; Zhou, Wenjie; Wang, Baolin; Liu, Yuanchang; (2024) Distributed formation control of underactuated UMVs based on nonlinear model prediction algorithm with obstacle avoidance strategy incorporating relative velocity constraints. Ocean Engineering , 312 (Part 3) , Article 119272. 10.1016/j.oceaneng.2024.119272.

Dong, Zaopeng; Wang, Baolin; Tan, Fei; Zhou, Wenjie; Liu, Yuanchang; (2024) Online parameter identification and real-time manoeuvring prediction for a water-jet USV based on weighted multi-innovation prediction error method integrated with dynamic window strategy. Applied Ocean Research , 153 , Article 104260. 10.1016/j.apor.2024.104260. (In press).

Dong, Zaopeng; Zhang, Zhengqi; Qi, Shijie; Zhang, Haisheng; Li, Jiakang; Liu, Yuanchang; (2023) Autonomous cooperative formation control of underactuated USVs based on improved MPC in complex ocean environment. Ocean Engineering , 270 , Article 11363. 10.1016/j.oceaneng.2023.113633. Green open access
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Fan, A; Yan, X; Bucknall, R; Yin, Q; Ji, S; Liu, Y; Song, R; (2018) A novel ship energy efficiency model considering random environmental parameters. Journal of Marine Engineering and Technology 10.1080/20464177.2018.1546644. (In press). Green open access
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Fang, H; Tang, T; He, Z; Liu, Y; Zhang, J; (2022) A novel hybrid machine tool integrating a symmetrical redundantly actuated parallel mechanism: Design, kinematics, prototype and experiment. Mechanism and Machine Theory , 176 , Article 105013. 10.1016/j.mechmachtheory.2022.105013. Green open access
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Guo, Lihua; Liu, Yuanchang; Liu, Li; Yin, Penghe; Liu, Chong; Li, Jingmin; (2023) Study of the mechanism of embolism removal in xylem vessels by using microfluidic devices. Lab on a Chip , 23 (4) pp. 737-747. 10.1039/D2LC00945E. Green open access
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Guo, Lihua; Liu, Yuanchang; Ran, Penghui; Wang, Gang; Shan, Jie; Li, Xudong; Liu, Chong; (2022) A bioinspired bubble removal method in microchannels based on angiosperm xylem embolism repair. Microsystems & Nanoengineering , 8 , Article 34. 10.1038/s41378-022-00367-1. Green open access
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Guo, Muzhuang; Guo, Chen; Zhang, Chuang; Zhang, Xinyu; Liu, Yuanchang; (2023) Intelligent fault detection algorithm based on Hi/H∞ optimization and a cascaded neural networks. Ocean Engineering , 272 , Article 113835. 10.1016/j.oceaneng.2023.113835. Green open access
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Guo, Muzhuang; Zhou, Xiaomin; Guo, Chen; Liu, Yuanchang; Zhang, Chuang; Bai, Weiwei; (2024) Adaptive federated filter–combined navigation algorithm based on observability sharing factor for maritime autonomous surface ships. Journal of Marine Engineering and Technology 10.1080/20464177.2024.2305721. (In press). Green open access
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Hansen, Kasper Foss; Yao, Linghong; Ren, Kang; Wang, Sen; Liu, Wenwen; Liu, Yuanchang; (2023) Image segmentation in marine environments using convolutional LSTM for temporal context. Applied Ocean Research , 139 , Article 103709. 10.1016/j.apor.2023.103709. Green open access
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He, Y; Fan, A; Wang, Z; Liu, Y; Mao, W; (2021) Two-phase energy efficiency optimisation for ships using parallel hybrid electric propulsion system. Ocean Engineering , 238 , Article 109733. 10.1016/j.oceaneng.2021.109733. Green open access
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Huang, Luofeng; Pena, Blenca; Liu, Yuanchang; Anderlini, Enrico; (2022) Machine learning in sustainable ship design and operation: A review. Ocean Engineering , 266 (2) , Article 112907. 10.1016/j.oceaneng.2022.112907. Green open access
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Kutin, Nana; Bucknall, Richard; Wu, Peng; Liu, Yuanchang; (2025) Vessel trajectory classification from a graph network perspective. Advanced Engineering Informatics , 69 (D) , Article 104082. 10.1016/j.aei.2025.104082. Green open access
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Li, C; Xu, H; Yu, W; Du, Z; Liu, Y; (2024) Exponential smoothing-based fixed-time path-guided coordinated control of unmanned surface vehicles under communication interruption. Ocean Engineering , 298 , Article 117119. 10.1016/j.oceaneng.2024.117119. Green open access
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Li, Y; Yin, S; Jiang, N; Li, X; Liu, C; Li, J; Liu, Y; (2021) Novel sinuous band microelectrode array for electrochemical amperometric sensing. Electrochemistry Communications , 133 , Article 107159. 10.1016/j.elecom.2021.107159. Green open access
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Li, Y; Zuo, S; Ding, L; Xu, P; Wang, K; Liu, Y; Li, J; (2020) Sensitive immunoassay of cardiac troponin I using an optimized microelectrode array in a novel integrated microfluidic electrochemical device. Analytical and Bioanalytical Chemistry , 412 pp. 8325-8338. 10.1007/s00216-020-02968-z. Green open access
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Li, J; Guo, L; Li, Y; Lei, Z; Liu, Y; Shi, W; Li, T; ... Liu, C; + view all (2016) A device mimicking the biomechanical characteristics of crocodile skull for lumbar fracture reduction. Bioinspiration & Biomimetics , 11 (5) , Article 056004. 10.1088/1748-3190/11/5/056004. Green open access
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Li, J; Wei, J; Liu, Y; Liu, B; Liu, T; Jiang, Y; Ding, L; (2017) A microfluidic design to provide a stable and uniform in vitro microenvironment for cell culture inspired by the redundancy characteristic of leaf areoles. Lab on a Chip , 17 (22) pp. 3921-3933. 10.1039/c7lc00343a. Green open access
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Li, X; Liu, C; Li, J; Baghdadi, M; Liu, Y; (2021) A Multi-Sensor Environmental Perception System for an Automatic Electric Shovel Platform. Sensors , 21 (13) , Article 4355. 10.3390/s21134355. Green open access
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Liang, C; Liu, Y; Niu, A; Liu, C; Li, J; Ning, D; (2019) Smartphone-App based point-of-care testing for myocardial infarction biomarker cTnI using an autonomous capillary microfluidic chip with self-aligned on-chip focusing (SOF) lenses. Lab on a Chip , 19 (10) pp. 1797-1807. 10.1039/C9LC00259F. Green open access
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Lin, Jiahua; Wang, Yangwei; Duan, Huawei; Liu, Yuanchang; Zhang, Jun; (2023) A scaled wind turbine model-based aerodynamic testing apparatus for offshore floating wind turbines. Journal of Marine Engineering & Technology , 22 (6) pp. 263-272. 10.1080/20464177.2023.2180832. Green open access
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Lin, Jiahua; Wang, Yangwei; Zhang, Guanchen; Liu, Yuanchang; Zhang, Jun; (2024) Novel tuned mass dampers installed inside tower of spar offshore floating wind turbines. Ocean Engineering , 301 , Article 117412. 10.1016/j.oceaneng.2024.117412. Green open access
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Liu, Keyang; Liu, Yuanchang; Cai, Baoping; Paik, Jeom Kee; (2026) A calculation method for the digital twin of aging jacket platforms within the digital healthcare engineering framework. Ocean Engineering , 343 , Article 123367. 10.1016/j.oceaneng.2025.123367. (In press). Green open access
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Liu, Wenwen; Liu, Yuanchang; Bucknall, Richard; (2022) Filtering based multi-sensor data fusion algorithm for a reliable unmanned surface vehicle navigation. Journal of Marine Engineering & Technology , 22 (2) pp. 67-83. 10.1080/20464177.2022.2031558. Green open access
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Liu, Wenwen; Pei, Jinlei; Ye, Yujian; Liu, Yuanchang; Bucknall, Richard; Xu, Dezhi; (2024) Prescribed-performance-based adaptive fractional-order sliding mode control for ship DC microgrid. Ocean Engineering , 311 (2) , Article 118885. 10.1016/j.oceaneng.2024.118885. Green open access
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Liu, Yuanchang; Liu, Wenwen; Song, Rui; Bucknall, Richard; (2017) Predictive navigation of unmanned surface vehicles in a dynamic maritime environment when using the fast marching method. International Journal of Adaptive Control and Signal Processing , 31 (4) pp. 464-488. 10.1002/acs.2561. Green open access
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Liu, W; Liu, Y; Bucknall, R; (2019) A Robust Localization Method for Unmanned Surface Vehicle (USV) Navigation Using Fuzzy Adaptive Kalman Filtering. IEEE Access , 7 pp. 46071-46083. 10.1109/ACCESS.2019.2909151. Green open access
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Liu, W; Liu, Y; Gunawan, BA; Bucknall, R; (2020) Practical Moving Target Detection in Maritime Environments Using Fuzzy Multi-sensor Data Fusion. International Journal of Fuzzy Systems 10.1007/s40815-020-00963-1. (In press). Green open access
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Liu, Y; Bucknall, R; (2018) A survey of formation control and motion planning of multiple unmanned vehicles. Robotica , 36 (7) pp. 1019-1047. 10.1017/S0263574718000218. Green open access
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Liu, Y; Bucknall, R; (2017) Efficient multi-task allocation and path planning for unmanned surface vehicle in support of ocean operations. Neurocomputing , 275 pp. 1550-1566. 10.1016/j.neucom.2017.09.088. Green open access
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Liu, Y; Bucknall, R; (2016) The angle guidance path planning algorithms for unmanned surface vehicle formations by using the fast marching method. Applied Ocean Research , 59 pp. 327-344. 10.1016/j.apor.2016.06.013. Green open access
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Liu, Y; Bucknall, R; (2015) Path planning algorithm for unmanned surface vehicle formations in a practical maritime environment. Ocean Engineering , 97 126 - 144. 10.1016/j.oceaneng.2015.01.008. Green open access
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Liu, Y; Bucknall, R; Zhang, X; (2017) The fast marching method based intelligent navigation of an unmanned surface vehicle. Ocean Engineering , 142 pp. 363-376. 10.1016/j.oceaneng.2017.07.021. Green open access
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Liu, Y; Liang, C; Liu, C; Li, X; Li, C; Duan, C; Li, J; (2018) One-step selective wettability modification of PMMA microfluidic devices by using controllable gradient UV irradiation (CGUI). Sensors and Actuators B: Chemical , 273 pp. 1508-1518. 10.1016/j.snb.2018.07.034. Green open access
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Liu, Y; Song, R; Bucknall, R; (2019) Intelligent Tracking of Moving Ships in Constrained Maritime Environments Using AIS. Cybernetics and Systems , 50 (6) pp. 539-555. 10.1080/01969722.2019.1630566. Green open access
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Liu, Y; Song, R; Bucknall, R; Xinyu, Z; (2019) Intelligent Multi-Task Allocation and Planning for Multiple Unmanned Surface Vehicles (USVs) Using Self-Organising Maps and Fast Marching Method. Information Sciences , 496 pp. 180-197. 10.1016/j.ins.2019.05.029. Green open access
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Ma, Jianwei; Ye, Tao; Wang, Jian; Yan, Huiteng; Liu, Yuanchang; (2022) Machining-path mapping from free-state to clamped-state for thin-walled parts. Proceedings of the Institution of Mechanical Engineers Part B: Journal of Engineering Manufacture 10.1177/09544054221076987. (In press). Green open access
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Ma, S; Guo, W; Song, R; Liu, Y; (2021) Unsupervised learning based coordinated multi-task allocation for unmanned surface vehicles. Neurocomputing , 420 pp. 227-245. 10.1016/j.neucom.2020.09.031. Green open access
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Ma, Song; Liu, Cunjia; Harvey, Christopher M; Bucknall, Richard; Liu, Yuanchang; (2025) Adaptive informative path planning for active reconstruction of spatio-temporal water pollution dispersion using Unmanned Surface Vehicles. Applied Ocean Research , 156 , Article 104458. 10.1016/j.apor.2025.104458. Green open access
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Ma, Song; Ruan, Jingqing; Du, Yali; Bucknall, Richard; Liu, Yuanchang; (2024) An End-to-End Deep Reinforcement Learning Based Modular Task Allocation Framework for Autonomous Mobile Systems. IEEE Transactions on Automation Science and Engineering pp. 1-15. 10.1109/tase.2024.3367237. (In press). Green open access
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Ma, JW; Hu, GQ; Qin, FZ; Li, GL; Qu, ZW; Liu, Y; (2020) Global tool axis vector optimization based on the minimum angular acceleration of rotary axes. International Journal of Advanced Manufacturing Technology , 107 (5-6) pp. 2121-2136. 10.1007/s00170-020-05171-7. Green open access
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MahmoudZadeh, Somaiyeh; Abbasi, Amin; Yazdani, Amirmehdi; Wang, Hai; Liu, Yuanchang; (2022) Uninterrupted path planning system for Multi-USV sampling mission in a cluttered ocean environment. Ocean Engineering , 254 , Article 111328. 10.1016/j.oceaneng.2022.111328. Green open access
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Meng, J; Liu, Y; Bucknall, R; Guo, W; Ji, Z; (2022) Anisotropic GPMP2: A Fast Continuous-Time Gaussian Processes Based Motion Planner for Unmanned Surface Vehicles in Environments With Ocean Currents. IEEE Transactions on Automation Science and Engineering 10.1109/TASE.2021.3139163. (In press). Green open access
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Meng, Jiawei; Humne, Ankita; Bucknall, Richard; Englot, Brendan; Liu, Yuanchang; (2022) A Fully-Autonomous Framework of Unmanned Surface Vehicles in Maritime Environments Using Gaussian Process Motion Planning. IEEE Journal of Oceanic Engineering 10.1109/joe.2022.3194165. (In press). Green open access
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Meng, Jiawei; Liu, Yuanchang; Stoyanov, Danail; (2026) Dynamic obstacle avoidance of unmanned surface vehicles in maritime environments using Gaussian processes based motion planning. Ocean Engineering , 343 (Part S) , Article 123413. 10.1016/j.oceaneng.2025.123413. Green open access
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Ouyang, W; Zhou, Z; Jin, Y; Yan, X; Liu, Y; (2020) Ultrasonic measurement of lubricant film thickness distribution of journal bearing. Review of Scientific Instruments , 91 (6) , Article 065111. 10.1063/5.0007481. Green open access
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Song, R; Liu, Y; Bucknall, R; (2018) Smoothed A* algorithm for practical unmanned surface vehicle path planning. Applied Ocean Research , 83 pp. 9-20. 10.1016/j.apor.2018.12.001. Green open access
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Song, R; Liu, Y; Bucknall, R; (2017) A multi-layered fast marching method for unmanned surface vehicle path planning in a time-variant maritime environment. Ocean Engineering , 129 pp. 301-317. 10.1016/j.oceaneng.2016.11.009. Green open access
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Spaven, F; Liu, Y; Baghdadi, M; (2022) Going further with smaller EVs: System-level battery range, emissions and charging infrastructure analysis. Journal of Cleaner Production , 369 , Article 133349. 10.1016/j.jclepro.2022.133349. (In press). Green open access
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Spaven, F; Liu, Y; Bucknall, R; Coombs, T; Baghdadi, M; (2021) Thermal design of superconducting cryogenic rotor: Solutions to conduction cooling challenges. Case Studies in Thermal Engineering , 28 , Article 101423. 10.1016/j.csite.2021.101423. Green open access
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Sun, Shi Yan; Li, Yueyang; Cui, Jie; Liu, Yuanchang; (2025) Effects of covers on dynamic response of a barge-type wind turbine with four moonpools. Ocean Engineering , 338 , Article 121987. 10.1016/j.oceaneng.2025.121987. (In press).

Wang, S; Ma, F; Yan, X; Wu, P; Liu, Y; (2021) Adaptive and extendable control of unmanned surface vehicle formations using distributed deep reinforcement learning. Applied Ocean Research , 110 , Article 102590. 10.1016/j.apor.2021.102590. Green open access
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Wang, Shuwu; Yan, Xinping; Ma, Feng; Wu, Peng; Liu, Yuanchang; (2022) A novel path following approach for autonomous ships based on fast marching method and deep reinforcement learning. Ocean Engineering , 257 , Article 111495. 10.1016/j.oceaneng.2022.111495. Green open access
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Wei, J; Cheng, L; Li, J; Liu, Y; Yin, S; Xu, B; Wang, D; ... Liu, C; + view all (2020) A microfluidic platform culturing two cell lines paralleled under in-vivo like fluidic microenvironment for testing the tumor targeting of nanoparticles. Talanta , 208 , Article 120355. 10.1016/j.talanta.2019.120355. Green open access
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Wu, P; Partridge, J; Anderlini, E; Liu, Y; Bucknall, R; (2021) Near-optimal energy management for plug-in hybrid fuel cell and battery propulsion using deep reinforcement learning. International Journal of Hydrogen Energy , 46 (80) pp. 40022-40040. 10.1016/j.ijhydene.2021.09.196. Green open access
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Xie, Yongchang; Nanlal, Cassandra; Liu, Yuanchang; (2024) Reliable LiDAR-based ship detection and tracking for Autonomous Surface Vehicles in busy maritime environments. Ocean Engineering , 312 (Part-3) , Article 119288. 10.1016/j.oceaneng.2024.119288. Green open access
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Xie, Yongchang; Wu, Peng; Englot, Brendan; Nanlal, Cassandra; Liu, Yuanchang; (2025) Uncertainty-Aware Maritime Point Cloud Detector (U-MPCD) for Autonomous Surface Vehicles. IEEE Journal of Oceanic Engineering pp. 1-23. 10.1109/joe.2025.3612726. (In press). Green open access
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Xue, H; Chen, X; Zhang, R; WU, P; Li, X; Liu, Y; (2021) Deep Learning-Based Maritime Environment Segmentation for Unmanned Surface Vehicles Using Superpixel Algorithms. Journal of Marine Science and Engineering , 9 (12) , Article 1329. 10.3390/jmse9121329. Green open access
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Yan, X; Wang, S; Ma, F; Liu, Y; Wang, J; (2020) A novel path planning approach for smart cargo ships based on anisotropic fast marching. Expert Systems with Applications , 159 , Article 113558. 10.1016/j.eswa.2020.113558. Green open access
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Yuan, Quan; Ye, Yujian; Tang, Yi; Liu, Yuanchang; Strbac, Goran; (2022) A Novel Deep-learning Based Surrogate Modeling of Stochastic Electric Vehicle Traffic User Equilibrium in Low-Carbon Electricity-Transportation Nexus. Applied Energy , 315 , Article 118961. 10.1016/j.apenergy.2022.118961. Green open access
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Yuan, X; Liu, Y; Bucknall, R; (2021) Optimised MOPSO with the grey relationship analysis for the multi-criteria objective energy dispatch of a novel SOFC-solar hybrid CCHP residential system in the UK. Energy Conversion and Management , 243 , Article 114406. 10.1016/j.enconman.2021.114406. Green open access
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Yuan, X; Liu, Y; Bucknall, R; (2020) A Novel Design of a Solid Oxide Fuel Cell-based Combined Cooling, Heat and Power Residential System in the UK. IEEE Transactions on Industry Applications 10.1109/tia.2020.3034073. (In press). Green open access
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Yue, M; Yang, L; Liu, Y; Guo, L; (2020) RBFNN based terminal sliding mode adaptive control for electric ground vehicles after tire blowout on expressway. Applied Soft Computing , 92 , Article 106304. 10.1016/j.asoc.2020.106304. Green open access
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Zhang, Chuang; Liu, Songtao; Guo, Muzhuang; Liu, Yuanchang; (2023) A novel ship trajectory clustering analysis and anomaly detection method based on AIS data. Ocean Engineering , 288 (Part 2) , Article 116082. 10.1016/j.oceaneng.2023.116082. Green open access
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Zhang, R; Liu, Y; Anderlini, E; (2021) Robust trajectory tracking control for unmanned surface vessels under motion constraints and environmental disturbances. Proceedings of the Institution of Mechanical Engineers Part M: Journal of Engineering for the Maritime Environment 10.1177/14750902211039663. (In press). Green open access
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Zhang, X; Wang, C; Liu, Y; Chen, X; (2019) Decision-Making for the Autonomous Navigation of Maritime Autonomous Surface Ships Based on Scene Division and Deep Reinforcement Learning. Sensors , 19 (18) , Article 4055. 10.3390/s19184055. Green open access
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Zhou, X; Wu, P; Zhang, H; Guo, W; Liu, Y; (2019) Learn to navigate: cooperative path planning for unmanned surface vehicles using deep reinforcement learning. IEEE Access , 7 pp. 165262-165278. 10.1109/ACCESS.2019.2953326. Green open access
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Zhuang, J; Zhang, L; Wang, B; Su, Y; Hanbing, S; Liu, Y; Bucknall, R; (2021) Navigating high‐speed unmanned surface vehicles: System approach and validations. Journal of Field Robotics , 38 (4) pp. 619-652. 10.1002/rob.22003. Green open access
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Zhuang, J; Luo, J; Liu, Y; (2020) A Locking Sweeping Method Based Path Planning for Unmanned Surface Vehicles in Dynamic Maritime Environments. Journal of Marine Science and Engineering , 8 (11) , Article 887. 10.3390/jmse8110887. Green open access
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Book chapter

Liu, Y; Bucknall, R; (2019) Modelling and Control of Autonomous Marine Vehicles. In: Sharma, S and Subudhi, B, (eds.) Navigation and Control of Autonomous Marine Vehicles. IET

Proceedings paper

Aldhaheri, S; Hu, Y; Xie, Y; Wu, P; Kanoulas, D; Liu, Y; (2025) Underwater Robotic Simulators Review for Autonomous System Development. In: Oceans Conference Record IEEE. IEEE Green open access
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Bucknall, RWG; Liu, YC; Song, WW; (2014) Autonomous navigation system for unmanned surface vehicles. In: Proceedings of the 13th International Conference on Computer and IT Applications in the Maritime Industries, COMPIT’14. (pp. pp. 123-135). COMPIT: Redworth, UK. Green open access
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Dong, Z; Liu, J; Li, S; Xu, C; Liu, Y; Wu, P; (2025) Progresses and Developments of Intelligent Tugs in Port Operations. In: Proceedings of the 8th International Conference on Transportation Information and Safety Transportation Artificial Intelligence and Green Energy Making A Sustainable World (ICTIS) 2025. (pp. pp. 2021-2027). IEEE Green open access
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Gunawan, BA; Liu, Y; Li, X; (2020) Adaptive Localisation for Unmanned Surface Vehicles Using IMU-Interacting Multiple Model. In: Proceedings of the 2020 International Conference on System Science and Engineering (ICSSE). IEEE: Kagawa, Japan. Green open access
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Hu, Y; Aldhaheri, S; Wang, Y; Wu, P; Liu, Y; (2025) Enhancing Human-Robot Trust and Collaboration in Unmanned Surface Vehicles through Fault Diagnosis. In: Proceedings of the 34th IEEE International Conference on Robot and Human Interactive Communication (RO-MAN) 2025. (pp. pp. 2266-2272). IEEE Green open access
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Liu, W; Liu, Y; Song, R; Bucknall, R; (2018) The Design of an Embedded Multi-Sensor Data Fusion System for Unmanned Surface Vehicle Navigation Based on Real Time Operating System. In: Proceedings of the OCEANS’18 MTS/IEEE Kobe / Techno-Ocean 2018. IEEE Green open access
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Liu, W; Liu, Y; Song, R; Bucknall, R; (2015) The design of an autonomous maritime navigation system for unmanned surface vehicles. In: Bertram, Volker, (ed.) Proceedings of 14th International Conference on Computer Applications and Information Technology in the Maritime Industries (COMPIT). Technische Universität Hamburg: Hamburg, Germany. Green open access
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Liu, W; Liu, Y; Song, R; Bucknall, R; (2015) Towards the development of an autonomous navigation system for unmanned vessels. In: Proceedings of RIN International Navigation Conference 2015. The Royal Institute of Navigation: Manchester, UK. Green open access
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Song, R; Liu, W; Liu, Y; Bucknall, R; (2016) Aspects of a Reliable Autonomous Navigation and Guidance System for an Unmanned Surface Vehicle. In: Zande, J and Kirkwood, B, (eds.) OCEANS’16 MTS/IEEE Monterey. IEEE Green open access
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Song, R; Liu, Y; Balbuena, J; Cuellar, F; Bucknall, R; (2018) Developing an Energy Effective Autonomous USV for Undertaking Missions at the Highlands of Peru. In: Proceedings of 2018 OCEANS - MTS/IEEE Kobe Techno-Oceans (OTO). IEEE: Kobe, Japan. Green open access
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Song, R; Liu, Y; Liu, W; Bucknall, R; (2015) A Two-layered Fast Marching Path Planning Algorithm for an Unmanned Surface Vehicle Operating in a Dynamic Environment. In: Proceedings of OCEANS 2015. IEEE: Genova, Italy. Green open access
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Xu, Shida; Zhang, Kaicheng; Hong, Ziyang; Liu, Yuanchang; Wang, Sen; (2024) DISO: Direct Imaging Sonar Odometry. In: 2024 IEEE International Conference on Robotics and Automation (ICRA). (pp. pp. 8573-8579). IEEE: Yokohama, Japan. Green open access
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Yao, L; Kanoulas, D; Ji, Z; Liu, Y; (2021) ShorelineNet: An Efficient Deep Learning Approach for Shoreline Semantic Segmentation for Unmanned Surface Vehicles. In: Proceedings of the 2021 IEEE/RSJ International Conference on Intelligent Robots and Systems (IROS). (pp. pp. 5403-5409). Institute of Electrical and Electronics Engineers (IEEE) Green open access
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Yuan, X; Liu, Y; Bucknall, R; (2020) A Novel Design of Solid Oxide Fuel Cell-Based Combined Cooling, Heat and Power Residential System in The UK. In: 2019 8th International Conference on Renewable Energy Research and Applications (ICRERA). (pp. pp. 212-217). IEEE: Brasov Romania. Green open access
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Zhuang, J; Luo, J; Liu, Y; Bucknall, R; Sun, H; Huang, C; (2019) Collision avoidance for unmanned surface vehicles based on COLREGS. In: 2019 5th International Conference on Transportation Information and Safety (ICTIS) Proceedings. (pp. pp. 1418-1425). IEEE: Liverpool, UK. Green open access
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Thesis

Liu, Y; (2016) Path planning algorithms for unmanned surface vehicle formation in maritime environment. Doctoral thesis , UCL (University College London).

This list was generated on Tue Jan 27 05:23:43 2026 GMT.