A review of machine learning for new generation smart dispatch in power systems

L Yin, Q Gao, L Zhao, B Zhang, T Wang, S Li… - … Applications of Artificial …, 2020 - Elsevier
This paper analyzes the characteristics and challenges of the new generation smart
dispatch systems, and proposes the framework of smart dispatch. Secondly, the …

Short-circuit fault management in DC electric ship propulsion system: Protection requirements, review of existing technologies and future research trends

K Satpathi, A Ukil, J Pou - IEEE Transactions on Transportation …, 2017 - ieeexplore.ieee.org
Ease of integration of the variable speed diesel generators resulting in substantial reduction
of the fuel consumption is the key motivation for the development of the dc shipboard power …

Prediction and optimisation of fuel consumption for inland ships considering real-time status and environmental factors

Z Yuan, J Liu, Q Zhang, Y Liu, Y Yuan, Z Li - Ocean Engineering, 2021 - Elsevier
The information about ships' fuel consumption is critical for condition monitoring, navigation
planning, energy management and intelligent decision-making. Detailed analysis, modelling …

Energy management system in DC micro-grids of smart ships: Main gen-set fuel consumption minimization and fault compensation

A Accetta, M Pucci - IEEE Transactions on Industry Applications, 2019 - ieeexplore.ieee.org
This paper proposes an energy management system (EMS) of the electrical system of a
luxury ship (yacht). Starting from the analysis of the current configuration of the electric …

A Comprehensive Review of Shipboard Power Systems with New Energy Sources

H Yin, H Lan, YY Hong, Z Wang, P Cheng, D Li, D Guo - Energies, 2023 - mdpi.com
A new energy ship is being developed to address energy shortages and greenhouse gas
emissions. New energy ships feature low operational costs and zero emissions. This study …

A real-time power management strategy for hybrid electrical ships under highly fluctuated propulsion loads

P Xie, S Tan, N Bazmohammadi… - IEEE Systems …, 2022 - ieeexplore.ieee.org
The increasing demand for improving fuel efficiency of marine transportation has presented
opportunities for the development of the power management system (PMS). Different from …

[HTML][HTML] A distributed real-time power management scheme for shipboard zonal multi-microgrid system

P Xie, S Tan, N Bazmohammadi, JM Guerrero… - Applied Energy, 2022 - Elsevier
The increasing demands of reducing fuel consumption for marine transportation have
motivated the use of high fuel efficiency power plants and the development of power …

DC marine power system: Transient behavior and fault management aspects

K Satpathi, A Ukil, SS Nag, J Pou… - IEEE Transactions on …, 2018 - ieeexplore.ieee.org
DC marine vessels with medium-voltage compact dc power systems are dominated by a
significant amount of active loads and a finite number of generation sources. In such …

Random forest method for estimation of brake specific fuel consumption

Q Yun, X Wang, C Yao, H Wang - Scientific Reports, 2023 - nature.com
The internal combustion engine is a widely used power equipment in various fields, and its
energy utilization is measured using brake specific fuel consumption (BSFC). BSFC map …

An interpretable gray box model for ship fuel consumption prediction based on the SHAP framework

Y Ma, Y Zhao, J Yu, J Zhou, H Kuang - Journal of Marine Science and …, 2023 - mdpi.com
Shipping companies and maritime organizations want to improve the energy efficiency of
ships and reduce fuel costs through optimization measures; however, the accurate fuel …