Hierarchical Load Management of Propulsion and Reefers for Large Electrified Container Ships

Li Yang, Wentao Huang, Ran Li, Moduo Yu, Nnditshedzeni Eric Maluta, Yanxia Sun

Research output: Contribution to journalArticlepeer-review

4 Citations (Scopus)

Abstract

Reefers and propulsion load consume 90% of the total power in electrified container ships (ECSs). However, the inherent complexities in coordinating high-quantity, low-capacity reefers and low-quantity, high-capacity propulsion loads make efficient diesel generator (DG) operation a challenge. This article presents a model predictive control (MPC)-based bilevel strategy to optimize DG efficiency in ECSs. Focused on real-time tracking of DGs' optimal efficiency points, the scheme addresses economic dispatch and navigational reliability under complex maritime conditions. Furthermore, we propose an aggregated reefer cluster (RC) model and a refrigeration efficiency consensus algorithm. The RC model streamlines reefer flexibilities into an additive, thermal-balance-based representation, thus avoiding temporal coupling issues. The algorithm ensures rapid, constraint-compliant optimization of loads. A case study on a 3000-TEU ECS validates the method's efficacy in reducing operational costs and emissions while maintaining computational efficiency and solution accuracy.

Original languageEnglish
Pages (from-to)7709-7719
Number of pages11
JournalIEEE Transactions on Transportation Electrification
Volume10
Issue number4
DOIs
Publication statusPublished - 2024

Keywords

  • Computational efficiency
  • electrified container ships (ECSs)
  • load management
  • refrigerated containers
  • refrigerating efficiency consensus

ASJC Scopus subject areas

  • Automotive Engineering
  • Transportation
  • Energy Engineering and Power Technology
  • Electrical and Electronic Engineering

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