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- Path planning for ships assisted by the icebreaker in ice-covered waters in the Northern Sea Route based on optimal control
- OCEAN ENGINEERINGShu, Yaqing Zhu, Yujie Xu, Feng Gan, Langxiong Lee, Paul Tae-Woo Yin, Jianchuan Chen, Jihong 出版年：2023
- This paper aims to develop an innovative model based on optimal control to optimize the shipping path of the fleet, including icebreakers and following ships in continuous time and space in the Northern Sea Route (NSR) w...
- Estimating spatiotemporal distribution of wastewater generated by ships in coastal areas
- OCEAN & COASTAL MANAGEMENTShu, Yaqing Wang, Xinyue Huang, Zhiqiu Song, Lan Fei, Zhongqiang Gan, Langxiong Xu, Yanmin Yin, Jianchuan 出版年：2022
- With the increase of maritime traffic, the risk of wastewater generated by ships in coastal areas has raised much attention. The present study proposes a model to estimate wastewater's high-resolution spatiotemporal dist...
- Event-triggered-based nonlinear model predictive control for trajectory tracking of underactuated ship with multi-obstacle avoidance
- OCEAN ENGINEERINGLiu, Cheng Hu, Qizhi Wang, Xuegang Yin, Jianchuan 出版年：2022
- Trajectory tracking and automatic obstacle avoidance are both cutting-edge problems in controlling under actuated ship; however, they have been generally studied separately due to its challenge in multiple control object...
- Predictive Trajectory Tracking Control of Autonomous Underwater Vehicles Based on Variable Fuzzy Predictor
- INTERNATIONAL JOURNAL OF FUZZY SYSTEMSYin, Jianchuan Wang, Ning 出版年：2021
- A variable-fuzzy-predictor-based predictive control approach is presented to solve the dynamic trajectory tracking problem of an autonomous underwater vehicle (AUV) in a three-dimensional underwater environment. To adapt...
- An Improved Black Widow Optimization Algorithm for Engineering Constrained Optimization Problems
- IEEE ACCESSXu, Dongxing Yin, Jianchuan 出版年：2023
- In solving engineering constrained optimization problems, the conventional black widow optimization algorithm (BWOA) has some shortcomings such as insufficient robustness and slow convergence speed. Therefore, an improve...
- An adaptive real-time modular tidal level prediction mechanism based on EMD and Lipschitz quotients method
- OCEAN ENGINEERINGYin, Jianchuan Wang, Huifeng Wang, Nini Wang, Xuegang 出版年：2023
- Real-time prediction of tidal level is vital for on-the-spot activities such as marine transportation and ocean surveys. Aiming at the complex characteristics of nonlinearity, time-varying dynamics, and uncertainty gener...
- A Modular Tide Level Prediction Method Based on a NARX Neural Network
- IEEE ACCESSWu, Wenhao Li, Lianbo Yin, Jianchuan Lyu, Wenyu Zhang, Wenjun 出版年：2021
- Tide variations are affected not only by periodic movement of celestial bodies but also by time-varying interference from the external environment. To improve the accuracy of tide prediction, a modular tide level predict...
- Spatial-temporal offshore wind speed characteristics prediction based on an improved purely 2D CNN approach in a large-scale perspective using reanalysis dataset
- ENERGY CONVERSION AND MANAGEMENTZhang, Zeguo Yin, Jianchuan 出版年：2024
- Accurate prediction of spatial-temporal wind speed with a large-scale perspective is vital for the wind farm dynamic regulation, the floating wind turbine deployment and its early warning. Machine-learning approaches hav...
- An enhanced hybrid scheme for ship roll prediction using support vector regression and TVF-EMD
- OCEAN ENGINEERINGXu, Dongxing Yin, Jianchuan 出版年：2024
- In order to represent the complex characteristics of ship roll motion such as nonlinearity, uncertainty, and timevarying dynamics thus improving the ship roll prediction accuracy, an enhanced hybrid prediction scheme is ...
- Preliminary Investigation on Marine Radar Oil Spill Monitoring Method Using YOLO Model
- JOURNAL OF MARINE SCIENCE AND ENGINEERINGLi, Bo Xu, Jin Pan, Xinxiang Chen, Rong Ma, Long Yin, Jianchuan Liao, Zhiqiang Chu, Lilin Zhao, Zhiqiang Lian, Jingjing Wang, Haixia 出版年：2023
- Due to the recent rapid growth of ocean oil development and transportation, the offshore oil spill risk accident probability has increased unevenly. The marine oil spill poses a great threat to the development of coastal...
- Investigation of ship energy consumption based on neural network
- OCEAN & COASTAL MANAGEMENTShu, Yaqing Yu, Benshuang Liu, Wei Yan, Tao Liu, Zhiyao Gan, Langxiong Yin, Jianchuan Song, Lan 出版年：2024
- Due to fuel price fluctuations and greenhouse gas emissions caused by international shipping, the reduction of ship fuel consumption is important. In this paper, a ship energy consumption prediction model is established ...
- A Fast Maritime Target Identification Algorithm for Offshore Ship Detection
- APPLIED SCIENCES-BASELWu, Jinshan Li, Jiawen Li, Ronghui Xi, Xing Gui, Dongxu Yin, Jianchuan 出版年：2022
- The early warning monitoring capability of a ship detection algorithm is significant for jurisdictional territorial waters and plays a key role in safeguarding the national maritime strategic rights and interests. In thi...
- Real-time prediction of metacentric height of ro-ro passenger ships in Qiongzhou strait based on improved RBF neural network
- OCEAN ENGINEERINGWang, Lijun Liao, Shenghao Wang, Sisi Jia, Baozhu Yin, Jianchuan Li, Ronghui 出版年：2024
- Addressing the complexities and real-time challenges in calculating ship metacentric height (GM), this study proposes an improved method using an optimized radial basis function neural network (RBFNN) for real-time GM pr...
- Instantaneous 2D extreme wind speed prediction using the novel Wind Gust Prediction Net based on purely convolutional neural mechanism
- ENGINEERING APPLICATIONS OF COMPUTATIONAL FLUID MECHANICSZhang, Zeguo Yin, Jianchuan 出版年：2024
- Accurate prediction of spatial-temporal extreme wind gust is vital for the wind farm dynamic regulation, the floating wind turbine deployment and its early warning. Deep-learning approaches have been applied for wind pre...
- Multi-head attention ResUnet with sequential sliding windows for sea surface height anomaly field forecast: A regional study in North Atlantic Ocean
- APPLIED SOFT COMPUTINGZhang, Zeguo Yin, Jianchuan Wang, Lijun 出版年：2024
- Accurate and efficient prediction of Sea surface height anomaly (SSHA) field is very important for operational marine monitoring and engineering. It is also a vital indicator of better understanding global climate change...
- Spatial-temporal Offshore Current Field Forecasting Using Residual-learning Based Purely CNN Methodology with Attention Mechanism
- APPLIED ARTIFICIAL INTELLIGENCEZhang, Zeguo Yin, Jianchuan 出版年：2024
- Spatial-temporal current forecasting is indispensable for ocean engineering and marine SCIence exploration, for instance aiding in the conservation and protection of marine ecosystems, planning shipping-routes and determ...
- Corrigendum: Real-time prediction of metacentric height of ro-ro passenger ships in Qiongzhou strait based on improved RBF neural network [Ocean Eng. 312 (3) 15 November (2024), 119067]
- OCEAN ENGINEERINGWang, Lijun Liao, Shenghao Wang, Sisi Jia, Baozhu Yin, Jianchuan Li, Ronghui 出版年：2024
- Real-time prediction of port water levels based on EMD-PSO-RBFNN
- FRONTIERS IN MARINE SCIENCEWang, Lijun Liao, Shenghao Wang, Sisi Yin, Jianchuan Li, Ronghui Guan, Jingyu 出版年：2025
- Addressing the spatial variability, temporal dynamics, and non-linearity characteristics of port water levels, a hybrid prediction scheme was proposed, which integrates empirical mode decomposition (EMD) with a radial ba...
- A data-driven ISM-BN model for safety analysis of inland shipping in the Pearl River Basin
- OCEAN ENGINEERINGLi, Fang Lin, Shengliang Li, Heping Yin, Jianchuan Li, Dexin Zhang, Jinshui 出版年：2024
- Inland shipping of the Pearl River plays an important role in the Chinese shipping system. To ensure navigation safety, we collect reports of maritime accidents from 2015 to 2022 in the Pearl River basin. This article ex...
- Integrating Bayesian Network and Cloud Model to Probabilistic Risk Assessment of Maritime Collision Accidents in China's Coastal Port Waters
- JOURNAL OF MARINE SCIENCE AND ENGINEERINGLi, Zhuang Zhu, Xiaoming Liao, Shiguan Yin, Jianchuan Gao, Kaixian Liu, Xinliang 出版年：2024
- Ship collision accidents have a greatly adverse impact on the development of the shipping industry. Due to the uncertainty relating to these accidents, maritime risk is often difficult to accurately quantify. This study ...
