LAPSE:2023.23188
Published Article
LAPSE:2023.23188
Operational Profile Based Optimization Method for Maritime Diesel Engines
Hoang Nguyen Khac, Kai Zenger, Xiaoguo Storm, Jari Hyvönen
March 27, 2023
Abstract
This paper presents an approach to a new engine calibration method that takes the engine’s operational profile into account. This method has two main steps: modeling and optimization. The Design of Experiments method is first conducted to model the engine’s responses such as Brake Specific Fuel Consumption (BSFC) and Nitrogen Oxide ( N O x ) emissions as the functions of fuel injection timing, common rail pressure and charged air pressure. These response surface models are then used to minimize the fuel consumption during a year, according to a typical load profile of a ferry, and to fulfill the N O x limits set by International Maritime Organization (IMO) regulations, Tier II, test cycle E2. The Sequential Quadratic Programming algorithm is used to solve this minimization problem. The results showed that the fuel consumption can be effectively reduced with the flexibility to trade it off with the N O x emissions while still fulfilling the IMO regulations. In general, this method can decrease the manual calibration effort and improve the engine’s performance with a tailored setting for individual operational profiles.
Keywords
diesel engines, fuel efficiency, operational profile, Optimization
Suggested Citation
Nguyen Khac H, Zenger K, Storm X, Hyvönen J. Operational Profile Based Optimization Method for Maritime Diesel Engines. (2023). LAPSE:2023.23188
Author Affiliations
Nguyen Khac H: Department of Electrical Engineering and Automation, School of Electrical Engineering, Aalto University, 02600 Espo, Finland [ORCID]
Zenger K: Department of Electrical Engineering and Automation, School of Electrical Engineering, Aalto University, 02600 Espo, Finland [ORCID]
Storm X: School of Technology and Innovation, University of Vaasa, 65200 Vaasa, Finland
Hyvönen J: Engine Research and Technology Development, Wärtsila Marine Solutions, 65200 Vaasa, Finland
Journal Name
Energies
Volume
13
Issue
10
Article Number
E2575
Year
2020
Publication Date
2020-05-19
ISSN
1996-1073
Version Comments
Original Submission
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PII: en13102575, Publication Type: Journal Article
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LAPSE:2023.23188
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https://doi.org/10.3390/en13102575
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