Multi objective optimization of ship spare parts maintenance based on Improved Genetic Algorithm

Xiao, Bin; Liu, Chang; Jiang, Tiejun

doi:10.1051/e3sconf/202125302016

Cited by 2 publications

(1 citation statement)

References 2 publications

Supporting

Mentioning

Contrasting

Order By: Relevance

“…4 [38] 2021 software framework to optimize arctic offshore support vessels for cost-and eco-efficiency using the Artificial Bee Colony algorithm 5 [14] 2021 MCDM framework for the evaluation pf the main risks related to maintenance interventions. 6 [40] 2021 maintenance time resource optimization of ship equipment parts based on maintenance theory and multi-objective optimization decision-making method. 7 [44] 2021 semi-qualitative model combining AHP and PROMETHEE methods to support maintenance strategy selection for critical shipboard machinery systems in the engine room of ships.…”

Section: No Reference Yearmentioning

confidence: 99%

Review on ship onboard machinery maintenance strategy selection using multi-criteria optimization

Ibazebo,

Savsani,

Siddhpura

et al. 2023

Progress in Canadian Mechanical Engineering. Volume 6

View full text Add to dashboard Cite

Marine shipping is an important aspect of the transportation system in Canada. It is estimated that 70-80% of items that we are surrounded by and use daily are brought by ships. Canadian businesses need to sell to the world and ships carries their products abroad. For people that live in Canada's island or northern communities, marine shipping is often the only source they have for essentials. It is estimated that marine shipping directly contributes about $3 billion annually to Canada's GDP through employment and other impacts. In a marine ship system, safety and reliability are very important considerations. The various system elements must be properly maintained and organizations are now looking to maintenance optimization to achieve optimum safety, machinery reliability and reduced costs. Modern day maintenance optimization is a decision-making problem which need to satisfy multiple and conflicting criteria. Multi-Criteria Optimization (MCO) techniques have been used in maintenance optimization. Two main classes of maintenance MCO problems have been identified as strategy selection and interval optimization. In marine ships, maintenance strategy selection is a complex decision-making problem that has become ever more challenging to address and is accompanied by diverse constraints and economic considerations. Each maintenance strategy has its own characteristics, importance and drawbacks. The use of inappropriate maintenance strategy affects the safety of a ship, crew, machinery reliability, maintenance cost etc. MCO techniques have been used in selecting optimal maintenance strategy for ship onboard machinery.

show abstract

Section: No Reference Yearmentioning

confidence: 99%