RESEARCH ON INTEGRATED OPTIMIZATION METHOD FOR POWER LOSS AND ENERGY EFFICIENCY OF HYDRAULIC SYSTEMS
DOI:
https://doi.org/10.18664/1994-7852.216.2026.362429Ключові слова:
hydraulic system, power loss, energy efficiency optimization, integrated method, improved particle swarm optimization algorithmАнотація
Hydraulic systems are widely used in construction machinery and industrial manufacturing due to their high power density and rapid response, but high power loss and low energy efficiency hinder their green low-carbon development. To solve this problem, this paper proposes an integrated optimization method for power loss and energy efficiency of hydraulic systems. Firstly, three core loss sources (throttling, volumetric, mechanical) are analyzed, and a full-dimensional loss model considering their coupling relationships is established. Secondly, a multi-objective optimization model targeting maximum energy efficiency is constructed, with constraints including system dynamic performance (actuator speed, step response time), component operating parameters (rated pressure / flow of pumps / valves, cylinder thrust / stroke), and hydraulic oil characteristics (10–60 °C temperature, viscosity). An improved particle swarm optimization algorithm, featuring adaptive inertia weight, dynamic learning factors, and random boundary resetting, is adopted for solution. Finally, simulations via AMESim (variable pump-multi-way valve-double-acting hydraulic cylinder model) and experiments are conducted on an excavator boom hydraulic system. Results show the method increases comprehensive energy efficiency by 15.3 % and reduces total power loss by 21.7 %, balancing energy saving and operational stability, and providing theoretical and technical support for efficient hydraulic system operation.
Посилання
Kaixian, Ba. (2025). Matrix sensitivity-based adaptive iterative feedback control of leg hydraulic drive system of legged robot. Control Engineering Practice, 165, 106557-106557. DOI:10.1016/J.CONENGPRAC. 2025.106557
Weiping, Wang, Xinyi, Zhou, & Shun, Lu. (2025). Auxiliary variable-based output feedback control for hydraulic servo systems with desired compensation approach. Transactions of the Institute of Measurement and Control, 47(4), 760-770. DOI: 10.1177/01423312241267061
Yuebing, Wen. (2025). Investigating the Symmetric Control of a Hydraulic System Based on Status Feedback. Symmetry, 17(2), 246-246. DOI:10.3390/SYM17020246
de Lima, Edimar. (2023). Influence of the hydraulic press system on advanced high-strength steel formability. The International Journal of Advanced Manufacturing Technology, 127(1-2), 615-624. DOI: 10.1007/S00170-023-11578-9
Kostomakhin, M. N. (2024). Experimental Sample of Digital Indicator for Assessing the Technical Condition of Hydraulic Control System of High-Power Tractor Gearbox. Russian Engineering Research, 44(11), 1511-1517.
Yan, Xiaopeng. (2023). Energy optimization of main hydraulic system in a forging press by simulation and experimental methods. Energy, 277. DOI: 10.1016/J.ENERGY.2023.127620
Chao, Cao. (2024). Hydraulic Support Liquid Supply System Adaptive Pump Controlled Pressure Stabilization Control Under Strong Time-Varying Load. Processes, 12(12), 2774-2774. DOI:10.3390/PR12122774
Dudziński, Piotr, & Skurjat, Aleksander. (2022). Impact of Hydraulic System Stiffness on Its Energy Losses and Its Efficiency in Positioning Mechanical Systems. Energies, 15(1) 294-294. DOI: 10.3390/EN15010294
Wei, Teng, & Guangming, Wang. (2025). Adaptive Optimal Control Based on Critic-Actor Architecture for Hydraulic Support Cylinder System with Asymmetric Output Error Constraints. Engineering Letters, 33(9).
Lisowski, Edward. (2021). Analysis of the Energy Efficiency Improvement in a Load-Sensing Hydraulic System Built on the ISO Plate. Energies, 14(20), 6735-6735. DOI: 10.3390/EN14206735
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