Life cycle assessment of diesel and hydrogen power systems in tugboats by Chen, Zhong Shuo, Lam, Jasmine Siu Lee

“…Specifically, the hydrogen-powered tugboat can reduce up to 48,552,160 kg CO2 equivalent of global warming, 51,930 kg SO2 equivalent of acidification, 11,476 kg PO4- equivalent of eutrophication, and 2,629 kg C2H4 equivalent of photochemical oxidation compared to the diesel tugboat. …”
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Prediction of harbour vessel fuel consumption based on machine learning approach by Chen, Zhong Shuo, Lam, Jasmine Siu Lee, Xiao, Zengqi

“…A case study on the prediction of tugboat fuel consumption was conducted. The Random Forest model outperformed the other models. …”
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Robust real-time shipboard energy management system with improved adaptive model predictive control by Chen, Wenjie, Tai, Kang, Lau, Michael Wai Shing, Abdelhakim, Ahmed, Chan, Ricky R., Adnanes, Alf Kare, Tjahjowidodo, Tegoeh

“…The prototyping controller verification tests have been performed with a hybrid fuel cell-fed shipboard power system hardware-in-the-loop (HIL) plant in the lab environment. Three typical tugboat load profiles with power fluctuations are implemented as case studies. …”
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