Duty-Cycle-Driven Energy Storage Sizing for Electrified Port Cargo-Handling Equipment: A Grid-to-Actuator Energy-Flow Review
Electrification of port cargo-handling equipment couples storage capacity with bidirectional power, thermal limits, ageing and access to replenishment. This critical review organizes published evidence through a grid-to-actuator energy-flow ledger and a duty-to-sizing procedure. It distinguishes direct port measurements, port simulations and transferable non-port methods, and compares its scope with earlier reviews of port energy efficiency, RTG storage, non-road powertrains, battery ageing and AGV operations. Four normalized accounting indicators retain conventional efficiency and recovery concepts while separating task-dependent recovery opportunity from achieved recovery. An explicitly constructed RTG example demonstrates the calculation, rather than providing new field validation. Under its stated two-hour duty, 80% capacity-retention and 2C discharge/1C charge assumptions, average-energy sizing gives 88.7 kWh, whereas combined energy and bidirectional-power constraints require at least 211.4 kWh; regenerative charge acceptance is limiting. Independent port-equipment studies and field demonstrations show that replenishment access, equipment reliability and infrastructure change the practical value of nominal capacity. A published LFP ageing model additionally links four declared exposure profiles to conditional capacity bounds. The review integrates these findings into transparent constraints, an evidence comparison and a lifetime-cost framework. Its contribution is a transparent synthesis for storage screening and evidence reporting; equipment-specific telemetry, cell power maps and port-calibrated degradation models remain necessary for a validated design.
Authors
- Panpan Song (ORCID: https://orcid.org/0000-0002-0875-6932)
- Peng Jia (ORCID: https://orcid.org/0000-0002-3124-3924)
- He Zhu (ORCID: https://orcid.org/0009-0002-7917-4857)
- Qianli Ma (ORCID: https://orcid.org/0000-0003-1428-4916)
- Libo Lan
- Qingqing Yang
Institutions
- Beijing Institute of Technology (CN)
- Dalian Maritime University (CN)
Publication Details
- Journal
- Energies
- Published
- 2026-10-19
- DOI
- https://doi.org/10.3390/en19204933
- Primary Topic
- Electric and Hybrid Vehicle Technologies
- Type
- article
- Field-Weighted Citation Impact
- 0.00