R&D Activites and deadlines

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This is just a simple memory notebook for myself. Regarding the research and work in details, please contact me by email or phone.

In addition, I also would like to share some examples of research investigattions with public sharing codes.

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Work duties during Autume 2023

1, Lighouse project report (EMMS) [2023-10-31] 2, Master thesis proposal 3, TAP & SE conference (Post and Pitch) 4, Research on maneuverability of different ship types [2023-10-31] 5, Research on ship resistances ML modelling [2023-10-31] 6, Course website 7, Review and modification of two papers 8, Code for AIS data and sea maps 9, Fleet management ideas

Notebook: work duties

Remind myself activities that should be completed in the upcoming 1-3 months

1. Development of the MSc course MMS190 - Methods of risk and reliability analysis

2. Further development of the PhD course FMMS050 - machine learning to engineering mechanics

3. Professor evaluation [2021-11]

4. Paper on SPDE wave modelling

5. Code on tensorflow and ARIMA time series

6. Code on stationary sea states

7. Presentation on EcoSail project [2021-10-25]

8. Collecting data for Vattenfall project

9. Collecting AIS data for Chalmers project

10. Workshop for batteries

11. Paper for HydroPower conference

12. Data analysis for ships at hand

13. STINT finalization

14. Investigation of ML + CFD

15. Zero emission shipping presentation [2021-11-27]

16. MSS workshop abstract submission

17. E-Nav training platform

18. Master Thesis work

Major projectdeliverables

Students related tasks

• Ship maneuverability dynamic modelling (Spring 2024)

• AIS data analysis for abnormal sailing (December 2023)

• Ship resistance AI (November 2023)

• Port Just-In-Time and human factors for Ligthhouse project (November 2023)

• Simulation platform to be ready [2022-04-01]

• Summary of your achievement on ship performance models [2021-04-01]

• Summary of your achievement on voyage optimizations [2022]

• Master thesis proposals (Access)

EcoSail project

• Completed on 2021-10-30

• Project GA meeting in Cyprus 2021-10-15

• At least two presentations

• One demo for EcoSail Training simulator

E-Nav project

• Update the E-Nav training platform (can be done together with the USV platform)

• Dynamic performance prediction (upcoming papers must acknowledge the E-Nav project)

• Validation of models for measurement from more ships

Vattenfall project

• Implement RNN algorithm/method for high-frequency time series prediction (Urgent!!)

• Arrange a meeting with Vattenfall to ensure the data access

• Plan 1/2 papers from the project duties

VIA KAIZEN project

• Paper on machine learning benchmark

• Paper on senstivity of voyage optimizations

• CPP & VPP

• Fixed RPM/Power/speed configuration

DEMOPS project

• Thrust optimization

• Utilization of electric power

• Route vs Energy consumption