Brake Energy Recovery and Reuse for a Heavy-Duty Forklift Drive System Based on a Four-Quadrant Pump/Motor and Multi-Sensor Fusion

Heavy-duty forklifts possess substantial kinetic energy during braking, which is currently wasted due to a lack of recovery in conventional systems. To ensure braking safety, an electro-hydraulic–mechanical compound braking system is necessary. However, the uncoordinated distribution between regenerative and mechanical braking torque leads to braking torque fluctuations, compromising safety, comfort, and recovery efficiency. This paper constructs a parallel hydraulic hybrid power system for heavy-duty forklifts based on a four-quadrant pump/motor, enabling braking energy recovery and reuse via the pump/motor and an accumulator. A compound braking strategy based on the ideal braking force distribution and multi-sensor information fusion is proposed. The system incorporates various sensors, including pressure, speed, flow, and pedal displacement sensors, to monitor system status and driver intention in real time, providing precise data for coordinated control. Feasibility is verified through AMESim simulation and real vehicle tests. The control system based on sensor feedback maximizes braking energy recovery while ensuring braking safety and comfort, achieving a 12.2% energy-saving rate and significantly improving the vehicle’s economy and range.

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Publication Details

Journal
Machines
Published
2026-03-26
DOI
https://doi.org/10.3390/machines14040363
Primary Topic
Electric and Hybrid Vehicle Technologies
Type
article
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article

Brake Energy Recovery and Reuse for a Heavy-Duty Forklift Drive System Based on a Four-Quadrant Pump/Motor and Multi-Sensor Fusion

Junyi Chen, Xia Wu, Cheng Miao, Tianliang Lin
Machines
Electric and Hybrid Vehicle Technologies
article

Brake Energy Recovery and Reuse for a Heavy-Duty Forklift Drive System Based on a Four-Quadrant Pump/Motor and Multi-Sensor Fusion

Junyi Chen, Xia Wu, Cheng Miao, Tianliang Lin
article en

Abstract

Heavy-duty forklifts possess substantial kinetic energy during braking, which is currently wasted due to a lack of recovery in conventional systems. To ensure braking safety, an electro-hydraulic–mechanical compound braking system is necessary. However, the uncoordinated distribution between regenerative and mechanical braking torque leads to braking torque fluctuations, compromising safety, comfort, and recovery efficiency. This paper constructs a parallel hydraulic hybrid power system for heavy-duty forklifts based on a four-quadrant pump/motor, enabling braking energy recovery and reuse via the pump/motor and an accumulator. A compound braking strategy based on the ideal braking force distribution and multi-sensor information fusion is proposed. The system incorporates various sensors, including pressure, speed, flow, and pedal displacement sensors, to monitor system status and driver intention in real time, providing precise data for coordinated control. Feasibility is verified through AMESim simulation and real vehicle tests. The control system based on sensor feedback maximizes braking energy recovery while ensuring braking safety and comfort, achieving a 12.2% energy-saving rate and significantly improving the vehicle’s economy and range.

MachinesVol. 14(4)
Huaqiao University (CN), Guizhou Winstar Hydraulic Transmission Machinery (China) (CN)
Affordable and clean energy
Openalex Percentile: Top 7%
Electric and Hybrid Vehicle Technologies
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Brake Energy Recovery and Reuse for a Heavy-Duty Forklift Drive System Based on a Four-Quadrant Pump/Motor and Multi-Sensor Fusion — Junyi Chen, Xia Wu, et al. · Machines (2026) | TGRS Research Map | TGRS