Alternative Powertrains and Fuels in Heavy Non-Road Mobile Machinery and Their Future Expectations-A Review

J Pesonen, R Prinz, H Ovaskainen, P Kauranen… - Current Forestry …, 2025 - Springer
Alternative powertrains can eventually replace diesel engines, if the challenges with
implementation, production, and reliability are solved. Furthermore, the benefits of electric …

[HTML][HTML] Working performance improvement of a novel independent metering valve system by using a neural network-fractional order-proportional-integral-derivative …

TH Nguyen, TC Do, VD Phan, KK Ahn - Mathematics, 2023 - mdpi.com
In recent years, reducing the energy consumption in a hydraulic excavator has received
deep attention in many studies. The implementation of the novel independent metering …

[HTML][HTML] Hybrid powertrain with dual energy regeneration for boom cylinder movement in a hydraulic excavator

TC Do, KK Ahn - Automation in Construction, 2025 - Elsevier
This paper presents a powertrain integrated with an energy regeneration system designed
to decrease energy consumption and emissions in hybrid hydraulic excavators. The feature …

[HTML][HTML] Implementing PSO-LSTM-GRU Hybrid Neural Networks for Enhanced Control and Energy Efficiency of Excavator Cylinder Displacement

VH Nguyen, TC Do, KK Ahn - Mathematics, 2024 - mdpi.com
In recent years, increasing attention has been given to reducing energy consumption in
hydraulic excavators, resulting in extensive research in this field. One promising solution has …

Innovative Hybrid Powertrain for Energy Consumption Reduction of Hydraulic Excavators

TC Do, KS Kwak, KK Ahn - 2023 26th International …, 2023 - ieeexplore.ieee.org
This paper proposes an innovative powertrain to improve energy efficiency in hydraulic
excavators. The powertrain combines an engine with an electric motor/generator to drive the …

An Energy Recovery System for Hydraulic Gripper Based on Gas-Liquid Conversion and Hydraulic Energy Loop System

C Li, X Cheng, Z **e, B Wang, Y Cai, K Liu… - Available at SSRN … - papers.ssrn.com
In this paper, a gravitational potential energy recovery system based on gas-liquid
conversion and a hydraulic energy loop system is developed for hydraulic gripper. The …