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Research on fault prediction of marine diesel engine based on attention-LSTM

Proceedings of the Institution of Mechanical Engineers, Part M: Journal of Engineering for the Maritime Environment, 2022
The marine diesel engine is an important guarantee for the safe operation of the ship. It is of great significance to predict the running trend of the diesel engine and infer whether the diesel engine is in an abnormal working state in advance to ensure ...
Yi Liu   +3 more
semanticscholar   +1 more source

Fault Prognostics Using LSTM Networks: Application to Marine Diesel Engine

IEEE Sensors Journal, 2021
Maintenance is the key to ensuring the safe and efficient operation of marine vessels. Currently, reactive maintenance and preventive maintenance are two main approaches used onboard.
Peihua Han   +4 more
semanticscholar   +1 more source

A Bayesian inference-based approach for performance prognostics towards uncertainty quantification and its applications on the marine diesel engine.

ISA transactions, 2021
In this paper, the Bayesian analysis is introduced for the performance prognostics of the marine diesel engine to address the uncertainty of inferences and results by using probability distributions. Two Bayesian models are presented: the Bayesian neural
Ruihan Wang, Hui Chen, C. Guan
semanticscholar   +1 more source

Enhancing marine diesel engine compatibility with sustainable fuels: Key factors and adjustments.

Marine Pollution Bulletin
This work explores biodiesel as an environmentally sustainable alternative fuel for marine diesel engines, aiming to reduce air pollution and dependence on traditional fuels.
Christopher Selvam Damian   +3 more
semanticscholar   +1 more source

Assessment of marine diesel engine crankshaft damages

Ships and Offshore Structures, 2022
The failure of the main engine's crankshaft in service on a large ocean-going cargo ship is a major operational and mechanical calamity. Despite the fact that crankshaft damage is rare, it is quite costly.
Şevki Kutay, B. Kamal
semanticscholar   +1 more source

Marine diesel engine exhaust noise1

International Shipbuilding Progress, 1968
Data are given on the acceptability of exhaust noise on bridge wings due to the gaspulses of large low-speed marine diesel engines, directly coupled to a constant pitch propeller. ISO noise rating numbers are used. For full speed ahead N 75 is the upper limit of acceptability.
Janssen, J.H., Buiten, J.
openaire   +2 more sources

Effects of alternative marine diesel fuels on the exhaust particle size distributions of an off-road diesel engine

Applied Thermal Engineering, 2019
The main objective of this study was to find out how alternative fuels affect the exhaust gas particle size distribution. The fuels are later intended for marine applications.
T. Ovaska   +5 more
semanticscholar   +1 more source

MARINE DIESEL ENGINE GOVERNOR IDENTIFICATION

IFAC Proceedings Volumes, 2007
The paper deals with marine diesel engine governor identification in normal and faulty operating conditions, using simulation method within real ship’ s propulsion plant simulator Kongsberg ERS-L11 MAN B&W-5L90MC-VLCC Version MC90-IV. Most of marine diesel engine speed controllers developed are using the PID control algorithm.
Antonić, Radovan   +2 more
openaire   +3 more sources

Marine Diesel Engine Lubrication

Scientific Lubrication, 1958
The SATISFACTORY LUBRICATION OF Diesel engines presents some of the most difficult problems encountered by oil technologists. This is especially true of large marine engines, where, due to low speeds and high loads, it is difficult to establish fluid film lubrication.
openaire   +1 more source

Investigation of supercritical CO2 cycles potential for marine Diesel engine waste heat recovery applications

, 2021
In the present work, an investigation is carried out for the assessment of the energy efficiency improvement, which can be achieved with the employment of a supercritical CO2 power cycle operating in conjunction with a marine Diesel engine.
G. Sakalis
semanticscholar   +1 more source

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