Guoyuan Li
Bakgrunn og aktiviteter
Utdanning
- 09 / 2009-07 / 2013 Institutt for informatikk, Fakultet for matematikk, informatikk og naturvitenskap, Universitetet i Hamburg, Tyskland. Major: Datavitenskap, Ph.D.
- 09 / 2006-07 / 2009 Institutt for datavitenskap, Chongqing University, Chongqing, Kina. Major: Dataprogramvare og teori, M.S.
- 09 / 2002-07 / 2006 Institutt for datavitenskap, Chongqing University, Chongqing, Kina. Major: Datavitenskap og teknologi, B.S.
Forskningsinteresser
Mine forskningsinteresser ligger hovedsakelig i optimalisering & kunstig intelligens. Mer spesifikt,
- I robotteknologi: bio-inspirerte roboter, Central Pattern Generators for ganggenerasjon, Adaptiv lokomotivkontroll.
- I skip manøvrering: modellering og simulering av skip manøvrering, dynamisk posisjonering, skip baneplanlegging, skip bevegelse prediksjon.
- I menneske-maskin interaksjon: visuell fokusanalyse.
Prosjektopplevelse
- 2019-nå: EU project, "Arrowhead Tools for Engineering of Digitalisation Solutions"
- 2019-nå: RFFMIDT, "Dynamic Motion Planning Based on Trajectory Prediction in Close-range Manoeuvring"
- 2018-nå: KPN, “Digital Twins for Vessel Life Cycle Service (TwinShip)”
- 2017-nå: DeepTek Forprosjekt
- 2016-2017: RFFMIDT, "An approach toward optimal control of ship manoeuvring in offshore operations"
- 2015-present: KPN, "Integrated Marine Operation Simulator Facilities for Risk Assessment Including Human Factors (IMPROVE)"
- 2014-2015: MS GUNNERUS project for fine ship maneuvering
For mer informasjon, vennligst besøk min hjemmeside
Vitenskapelig, faglig og kunstnerisk arbeid
Viser et utvalg av aktivitet. Se alle publikasjoner i databasen
2020
- (2020) A Novel Densely Connected Convolutional Neural Network for Sea State Estimation Using Ship Motion Data. IEEE Transactions on Instrumentation and Measurement.
- (2020) A Neural Network-Based Sensitivity Analysis Approach for Data-Driven Modeling of Ship Motion. IEEE Journal of Oceanic Engineering.
- (2020) Locomotion control of a biomimetic robotic fish based on closed loop sensory feedback CPG model. Journal of Marine Engineering & Technology.
- (2020) Visual Attention Assessment for Expert-in-the-loop Training in a Maritime Operation Simulator. IEEE Transactions on Industrial Informatics. vol. 16 (1).
2019
- (2019) From Natural Complexity to Biomimetic Simplification: The Realization of Bionic Fish Inspired by the Cownose Ray. IEEE robotics & automation magazine. vol. 26 (3).
- (2019) Bionic Flapping Pectoral Fin with Controllable Spatial Deformation. Journal of Bionic Engineering. vol. 16 (5).
- (2019) Hydrodynamic development of a bionic pectoral fin for undersea monitoring platform. Ships and Offshore Structures. vol. 14.
- (2019) A Step-wise Feature Selection Scheme for a Prognostics and Health Management System in Autonomous Ferry Crossing Operation. Proceedings of 2019 IEEE International Conference on Mechatronics and Automation August 4 - 7, Tianjin, China.
- (2019) Modeling and Analysis of Motion Data from Dynamically Positioned Vessels for Sea State Estimation. 2019 International Conference on Robotics and Automation (ICRA 2019).
- (2019) Data-driven uncertainty and sensitivity analysis for ship motion modeling in offshore operations. Ocean Engineering. vol. 179.
- (2019) Toward Time-Optimal Trajectory Planning for Autonomous Ship Maneuvering in Close-Range Encounters. IEEE Journal of Oceanic Engineering.
- (2019) Virtual prototyping: a case study of positioning systems for drilling operations in the Barents Sea. Ships and Offshore Structures. vol. 14 (S1).
- (2019) Analysis and evaluation of eye behavior for marine operation training - A pilot study. Journal of Eye Movement Research. vol. 12 (3).
- (2019) A decentralized sensor fusion approach to human fatigue monitoring in maritime operations. Proceedings of the 15th IEEE International Conference on Control and Automation.
- (2019) An efficient neural-network based approach to automatic ship docking. Ocean Engineering. vol. 191.
- (2019) Dead reckoning of dynamically positioned ships: Using an efficient recurrent neural network. IEEE robotics & automation magazine. vol. 26 (3).
2018
- (2018) A data-driven sensitivity analysis approach for dynamically positioned vessels. Proceedings of The 59th Conference on Simulation and Modelling (SIMS 59).
- (2018) The use of sensors and eye tracking assessment. Improving Simulator Training and Performance Assessment . NTNU IMPROVE/TARG; Ålesund. 2018-05-15 - 2018-05-15.
- (2018) Assessment of Relations Between Communications and Visual Focus in Dynamic Positioning Operations. Technology Enhanced Assessment. 20th International Conference, TEA 2017, Barcelona, Spain, October 5–6, 2017, Revised Selected Papers.
- (2018) A Neural Network Approach to Control Allocation of Ships for Dynamic Positioning. IFAC-PapersOnLine. vol. 51 (29).
- (2018) A SVM-based Sensitivity Analysis Approach for Data-Driven Modeling of Ship Motion. Proceedings of 2018 IEEE Int. Conf. on Mechatronics and Automation.
2017
- (2017) Simplifying neural network based model for ship motion prediction: a comparative study of sensitivity analysis. ASME 2017 36th International Conference on Ocean, Offshore and Arctic Engineering - Volume 1: Offshore Technology.
- (2017) Data-driven Modeling of Ship Motion Prediction Based on Support Vector Regression. Linköping Electronic Conference Proceedings. vol. 2017 (138).
- (2017) Integration of visual focus into marine operation simulator for behavior observation and analysis. IEEE OCEANS 2017 - Aberdeen.
- (2017) Neural-network-based modelling and analysis for time series prediction of ship motion. Ship Technology Research. vol. 64 (1).
- (2017) Concept Design and Simulation of a Water Proofing Modular Robot for Amphibious Locomotion. 2017 International Conference on Advanced Mechatronic Systems.
- (2017) A Screw-less Solution for Snake-like Robot Assembly and Sensor Integration. 2017 International Conference on Advanced Mechatronic Systems.
- (2017) A bézier curve based ship trajectory optimization for close-range maritime operations. ASME 2017 36th International Conference on Ocean, Offshore and Arctic Engineering - Volume 7B: Ocean Engineering.
- (2017) TOWARD OPTIMIZATION OF MARITIME TRAINING ON COMMUNICATIONS: A PILOT STUDY. PROCEEDINGS OF THE INTERNATIONAL CONFERENCE ICT, SOCIETY AND HUMAN BEINGS 2017.
- (2017) Cryptanalysis of a generic one-round key exchange protocol with strong security. IET Information Security. vol. 12 (1).
2016
- (2016) A Bio-inspired Swimming Robot for Marine Aquaculture Applications: from Concept-design to Simulation. OCEANS 2016 Shanghai - MTS/IEEE.
- (2016) Towards A Virtual Prototyping Framework for Ship Maneuvering in Offshore Operations. OCEANS 2016 Shanghai - MTS/IEEE.
- (2016) Analysis and Modeling of Sensor Data for Ship Motion Predicition. OCEANS 2016 Shanghai - MTS/IEEE.
- (2016) A real-time SAR extended object simulator based on FPGA. the 13th IEEE International Conference on Signal Processing ; 2016-11-06 - 2016-11-10.
- (2016) Towards data-driven identification and analysis of propeller ventilation. OCEANS 2016 Shanghai - MTS/IEEE.
- (2016) Data integration and visualisation for demanding marine operations. OCEANS 2016 Shanghai - MTS/IEEE.
2015
- (2015) An ultra-high-speed FPGA based digital correlation processor. IEICE Electronics Express. vol. 12 (8).
- (2015) Caterpillar-like climbing method incorporating a dual-mode optimal controller. IEEE Transactions on Automation Science and Engineering. vol. 12 (4).
- (2015) Online learning control of surface vessels for fine trajectory tracking. Journal of Marine Science and Technology.
- (2015) Hierarchical control of marine vehicles for autonomous maneuvering in offshore operations. Ship Technology Research. vol. 62 (2).
- (2015) Integration of sensory feedback into CPG model for locomotion control of caterpillar-like robot. 2015 IEEE International Conference on Industrial Technology (ICIT), Seville, 17-19 March, 2015.
- (2015) Analysis and Design of Asymmetric Oscillation for Caterpillar-Like Locomotion. Journal of Bionic Engineering. vol. 12 (2).
- (2015) Big Data and Industrial Internet of Things for the Maritime Industry in Northwestern Norway. Proceedings of IEEE TENCON 2015.
2014
- (2014) Design of Neural Circuit for Sidewinding of Snake-like Robots. 2014 IEEE International Conference on Information and Automation (ICIA 2014) : 28-30 July 2014, Hailar, China.
- (2014) An approach for adaptive limbless locomotion using a CPG-based reflex mechanism. Journal of Bionic Engineering. vol. 11 (3).