Show simple item record

contributor authorJaramillo Jimenez, Veronica
contributor authorMunim, Ziaul Haque
contributor authorKim, Hyungju
contributor authorPerera, Lokukaluge Prasad
date accessioned2025-04-21T09:59:47Z
date available2025-04-21T09:59:47Z
date copyright9/11/2024 12:00:00 AM
date issued2024
identifier issn0892-7219
identifier otheromae_147_3_031407.pdf
identifier urihttp://yetl.yabesh.ir/yetl1/handle/yetl/4305272
description abstractThe maritime industry is urged to reduce greenhouse gas emissions and improve the energy efficiency of ships. A potential and relatively inexpensive solution is to implement data analytics to identify improvement areas to optimize ships' performance and fuel consumption. This study investigates barriers to data analytics for maritime organizations intending to utilize data as a means of operational enhancement. This study used the DELPHI–best worst method hybrid approach to identify and rank the barriers to data analytics for energy efficiency. The results revealed a total of 20 sub-barriers grouped into five main barriers. These barriers fall into two overarching categories: organizational barriers, including cultural, managerial, and economic, and technological barriers, comprising data management and data analysis. This study also highlights the most critical barriers within each category, revealing inadequate data governance, multiple suppliers needed to implement a comprehensive system and contracts, and restrictive clauses as the dominant barriers that hamper data analytics adoption in the maritime domain.
publisherThe American Society of Mechanical Engineers (ASME)
titleBarriers to Data Analytics for Energy Efficiency in the Maritime Industry
typeJournal Paper
journal volume147
journal issue3
journal titleJournal of Offshore Mechanics and Arctic Engineering
identifier doi10.1115/1.4066199
journal fristpage31407-1
journal lastpage31407-13
page13
treeJournal of Offshore Mechanics and Arctic Engineering:;2024:;volume( 147 ):;issue: 003
contenttypeFulltext


Files in this item

Thumbnail

This item appears in the following Collection(s)

Show simple item record