A review of the state of the art of improving fuel efficiency using artificial intelligence based on full-scale operational data

S. Riyadi, I. K.A.P. Utama, W. D. Aryawan, R. Rulaningtyas, G. Thomas

Research output: Chapter in Book/Report/Conference proceedingConference contributionpeer-review

Abstract

Reducing crew boat fuel consumption is of the highest concern. Not only since operational data highlights that the cost of fuel is about 60% of total operational costs, but also due to the fossil fuel contribution to green house gas emissions which tend, to increase is not taken into consideration. Therefore, the use of a system to understand and provide the opportunity to control energy usage is highly recommended. This paper describes the approach of reducing fuel consumption using accurate estimates of wind, wave, and sea current effects, together with data collection from actual ship operations. Unfortunately the implication of such equipment to fill all data is expensive and complicated. Therefore, data analysis is needed together with the combination of engine records in order to fine art the improvment of fuel efficiency. In order to solve the problem, such solutions may to minimize data collection and will be equipt with motion sensor in existing SHIMOS® system. The current paper describes a step by step process of solving the above problem, together with the use of artificial intellience (AI) methods with adequate data collated from published literature.

Original languageEnglish
Title of host publicationRINA, Royal Institution of Naval Architects - Proceedings of International Conference on Ship and Offshore Technology "Developments Marine Design, Construction and Operation"
EditorsGood Rindo, Muhammad Iqbal, Berlian Arswendo Adietya
PublisherRoyal Institution of Naval Architects
Pages1-4
Number of pages4
ISBN (Electronic)9781713830368
Publication statusPublished - 1 Nov 2019
Event6th International Conference on Ship and Offshore Technology - Indonesia: Developments Marine Design, Construction and Operation, ICSOT Indonesia 2019 - Semarang, Indonesia
Duration: 25 Nov 201926 Nov 2019

Publication series

NameRINA, Royal Institution of Naval Architects - Proceedings of International Conference on Ship and Offshore Technology "Developments Marine Design, Construction and Operation"

Conference

Conference6th International Conference on Ship and Offshore Technology - Indonesia: Developments Marine Design, Construction and Operation, ICSOT Indonesia 2019
Country/TerritoryIndonesia
CitySemarang
Period25/11/1926/11/19

Fingerprint

Dive into the research topics of 'A review of the state of the art of improving fuel efficiency using artificial intelligence based on full-scale operational data'. Together they form a unique fingerprint.

Cite this