You are currently on the new version of our website. Access the old version .

207 Results Found

  • Review
  • Open Access
28 Citations
17,412 Views
23 Pages

Non-Road Mobile Machinery Emissions and Regulations: A Review

  • Rita Hagan,
  • Emma Markey,
  • Jerry Clancy,
  • Mark Keating,
  • Aoife Donnelly,
  • David J. O’Connor,
  • Liam Morrison and
  • Eoin J. McGillicuddy

24 November 2022

Non-Road Mobile Machinery (NRMM) incorporate a wide range of machinery, with or without bodywork and wheels, and are installed with a combustion engine and not intended for carrying passengers or goods on the road. These are used in many different se...

  • Article
  • Open Access
5 Citations
2,392 Views
16 Pages

Energy Key Performance Indicators for Mobile Machinery

  • Pedro Roquet,
  • Gustavo Raush,
  • Luis Javier Berne,
  • Pedro-Javier Gamez-Montero and
  • Esteban Codina

14 February 2022

Mobile machinery manufacturers must face and deal with reducing fuel consumption, rising prices, and environmental pollution. The development of methods to evaluate the efficiency and effectiveness of the energy performance of hydraulically actuated...

  • Review
  • Open Access
99 Citations
10,669 Views
22 Pages

Overview of Powertrain Electrification and Future Scenarios for Non-Road Mobile Machinery

  • Antti Lajunen,
  • Panu Sainio,
  • Lasse Laurila,
  • Jenni Pippuri-Mäkeläinen and
  • Kari Tammi

8 May 2018

Powertrain electrification continues to be a growing trend in vehicular applications. Electric powertrains have numerous advantages over traditional mechanical and hydraulic powertrains but there are still important challenges to overcome for long-te...

  • Article
  • Open Access
3 Citations
2,165 Views
14 Pages

9 March 2024

In tandem with the advancement of urban intelligent technology, the construction of remote monitoring platforms and databases for non-road mobile machinery is gradually improving in various provinces and cities. Employing the remote monitoring platfo...

  • Article
  • Open Access
3 Citations
1,847 Views
13 Pages

Research on Mobile Machinery NOx Emission Control Based on a Physical Model and Closed-Loop Control

  • Guangzhao Yue,
  • Hanming Wu,
  • Tiezhu Zhang,
  • Ruijun Liu and
  • Jianxin Sun

14 July 2022

Mobile machinery means a power-driven vehicle that is specifically designed and constructed to perform work on or off the road. To reduce the nitrogen oxide (NOx) emissions that come from mobile machinery, a combination of a physical model and closed...

  • Article
  • Open Access
31 Citations
4,359 Views
12 Pages

Electric and Hybrid Electric Non-Road Mobile Machinery – Present Situation and Future Trends

  • Antti Lajunen,
  • Jussi Suomela,
  • Jenni Pippuri,
  • Kari Tammi,
  • Teemu Lehmuspelto and
  • Panu Sainio

Electrification of non-road mobile machinery (NRMM) is a growing trend. This paper highlights the potential of electric and hybrid powertrains in different NRMM sectors and elaborates the factors that may hinder the development. The NRMM sectors, the...

  • Article
  • Open Access
3 Citations
3,088 Views
11 Pages

Validating Measurement Structure of Checklist for Evaluating Ergonomics Risks in Heavy Mobile Machinery Cabs

  • Vesna Spasojević Brkić,
  • Mirjana Misita,
  • Martina Perišić,
  • Aleksandar Brkić and
  • Zorica Veljković

21 December 2022

Heavy mobile machinery cabs and their equipment are still not well adjusted to operators, so it is not surprising that we are still witnessing huge consequences of accidents at sites where they operate. The checklist with 39 questions, based on the p...

  • Review
  • Open Access
19 Citations
4,960 Views
16 Pages

16 March 2022

Greenhouse emissions and air pollutants pose a global threat to the environment and human health. Emission inventories are a valuable tool in understanding emission sources and their overall impact on the environment. Most cities and countries do not...

  • Article
  • Open Access
4 Citations
2,152 Views
20 Pages

Analysis of Non-Road Mobile Machinery Homologation Standards in Relation to Actual Exhaust Emissions

  • Natalia Szymlet,
  • Michalina Kamińska,
  • Andrzej Ziółkowski and
  • Jakub Sobczak

24 July 2024

This article presents issues related to the current approval procedures in the group of off-road vehicles. Our research aimed to demonstrate significant differences between actual railway vehicle operation and stationary homologation tests regarding...

  • Article
  • Open Access
18 Citations
9,081 Views
22 Pages

6 July 2021

Leakage of hydraulic oils causes long-term damage to the environment. Every year, a significant amount of hydraulic oil is released into the environment through accidents and leakages. Biohydraulic oils minimize the risk of environmental damage due t...

  • Proceeding Paper
  • Open Access
1 Citations
3,403 Views
9 Pages

The present article shows the most significant steps to be taken in the process of the development of an automated system for fuel tank level monitoring and machinery location checking to optimize accessibility and mobile tracking. Fuel or energy con...

  • Feature Paper
  • Article
  • Open Access
510 Views
12 Pages

3 November 2025

Non-road mobile machinery (NRMM) emits a significant amount of NOx and particulate matter (PM), yet there is still a lack of economically feasible purification technologies up to now. In response to this issue, and taking into account the relatively...

  • Article
  • Open Access
2 Citations
2,304 Views
19 Pages

16 May 2024

The push for environmental sustainability has accelerated the acceptance of electric vehicles, as well as the exploration of electrified Non-Road Mobile Machinery. This study emphasizes the challenges of electrifying off-highway machinery, which incl...

  • Article
  • Open Access
13 Citations
5,917 Views
15 Pages

5 November 2019

From autonomous vehicles to robotics and machinery, organizations are developing autonomous transportation systems in various domains. Strategic incentives point towards a fourth industrial revolution of cyber–physical systems with higher level...

  • Article
  • Open Access
1 Citations
969 Views
18 Pages

15 April 2025

Land titling, a critical land institution reform aimed at enhancing tenure security, serves as a pivotal policy instrument to strengthen rural laborers’ mobility intentions. Leveraging a balanced panel dataset from the 2014 and 2016 China Labor...

  • Article
  • Open Access
422 Views
17 Pages

Maximizing Efficiency in a Retrofitted Battery-Powered Material Handler by Novel Control Strategies

  • Marco Ferrari,
  • Daniele Beltrami,
  • Vinay Partap Singh,
  • Tatiana Minav and
  • Stefano Uberti

11 November 2025

The electrification of non-road mobile machinery is advancing to enhance sustainability and reduce emissions. This study investigates how to maximize the efficiency of the retrofitting of a material handler from an internal combustion engine to a bat...

  • Article
  • Open Access
85 Citations
8,079 Views
16 Pages

12 June 2020

The field of Non-Road Mobile Machineries (NRMM) is now more than ever considering the adoption of electric systems to reduce the amount of pollutant emissions per unit of work. However, the intensity and complexity of the tasks performed by a working...

  • Article
  • Open Access
19 Citations
7,819 Views
22 Pages

Effect of Zonal Hydraulics on Energy Consumption and Boom Structure of a Micro-Excavator

  • Abinab Niraula,
  • Shuzhong Zhang,
  • Tatiana Minav and
  • Matti Pietola

10 August 2018

This paper investigates the effect of extra weight caused by the Direct Driven Hydraulics (DDH) in a micro-excavator. These projects are investigating the implementation of zonal or decentralized hydraulics for non-road mobile machinery (NRMM) and st...

  • Article
  • Open Access
38 Citations
6,115 Views
19 Pages

25 December 2020

Recent developments in emissions regulations are pushing Non-Road Mobile Machineries manufacturers towards the adoption of more efficient solutions to reduce the amount of pollutants per unit of work performed. Electrification can be a reasonable alt...

  • Article
  • Open Access
8 Citations
4,801 Views
15 Pages

7 November 2019

Digital tools have become indispensable for the testing and modification of prototypes in mobile and industrial machine manufacturing. Data that are extracted from virtual experimentation and analysis are both affordable and valuable, due to their re...

  • Article
  • Open Access
5 Citations
3,561 Views
17 Pages

4 December 2021

Transitioning from a valve- to pump-controlled system has been observed in working hydraulics to reduce energy consumption and accelerate the response to decarbonization requirements in Non-road Mobile Machinery (NRMM). The utilization of an electric...

  • Article
  • Open Access
8 Citations
2,989 Views
24 Pages

25 July 2023

Hybrid fuel cell powertrains are a promising strategy to reduce the environmental impact of vehicles and non-road mobile machinery. To preserve the state-of-health of fuel cells, an energy storage system with sufficient power capacity, such as ultra-...

  • Article
  • Open Access
16 Citations
3,908 Views
20 Pages

25 October 2021

Mobile construction machineries are accident-prone on a dynamic construction site, as the site environment is constantly changing and continuous safety monitoring by human beings is impossible. These accidents usually happen in the form of machinery...

  • Article
  • Open Access
13 Citations
9,196 Views
20 Pages

Research Using Virtual Reality: Mobile Machinery Safety in the 21st Century

  • James P. Dickey,
  • Tammy R. Eger,
  • Ryan J. Frayne,
  • Giselle P. Delgado and
  • Xiaoxu Ji

15 April 2013

Whole-body vibration is a significant health risk for between 4% and 7% of the work force in North America. In addition, many factors compound the health risks of heavy machinery operators. For example, twisted trunk and neck postures stiffen the spi...

  • Article
  • Open Access
9 Citations
2,618 Views
20 Pages

The growing awareness about climate change and environmental pollution is pushing the industrial and academic world to investigate more sustainable solutions to reduce the impact of anthropic activities. As a consequence, a process of electrification...

  • Article
  • Open Access
11 Citations
3,270 Views
14 Pages

Edge Computing and Fault Diagnosis of Rotating Machinery Based on MobileNet in Wireless Sensor Networks for Mechanical Vibration

  • Yi Huang,
  • Shuang Liang,
  • Tingqiong Cui,
  • Xiaojing Mu,
  • Tianhong Luo,
  • Shengxue Wang and
  • Guangyong Wu

9 August 2024

With the rapid development of the Industrial Internet of Things in rotating machinery, the amount of data sampled by mechanical vibration wireless sensor networks (MvWSNs) has increased significantly, straining bandwidth capacity. Concurrently, the s...

  • Review
  • Open Access
53 Citations
8,473 Views
36 Pages

Trends and Future Perspective of Electrification in Agricultural Tractor-Implement Applications

  • Francesco Mocera,
  • Aurelio Somà,
  • Salvatore Martelli and
  • Valerio Martini

13 September 2023

The worldwide growing demand for food is pushing the agricultural field towards new innovative solutions to increase the efficiency and productivity of cultivations. In this direction, agricultural mechanization plays a crucial role, and tractors are...

  • Article
  • Open Access
1 Citations
1,331 Views
9 Pages

Full-Scale Hardware-in-the-Loop Verification Environment for Heavy-Duty Hybrid Electric Vehicles

  • Ari Hentunen,
  • Jussi Suomela,
  • Antti Leivo,
  • Matti Liukkonen and
  • Panu Sainio

This paper presents an implementation of a versatile full-scale hardware-in-the-loop (HIL) verification environment for testing of heavy-duty hybrid electric vehicles and mobile work machines. The test facility includes a full-scale hybrid system tha...

  • Review
  • Open Access
64 Citations
17,203 Views
37 Pages

27 June 2017

Human Endogenous Retroviruses (HERVs) are ancient infection relics constituting ~8% of our DNA. While HERVs’ genomic characterization is still ongoing, impressive amounts of data have been obtained regarding their general expression across tissues. A...

  • Article
  • Open Access
2 Citations
3,649 Views
23 Pages

Graphic Method to Evaluate Power Requirements of a Hydraulic System Using Load-Holding Valves

  • Luis Javier Berne,
  • Gustavo Raush,
  • Pedro Roquet,
  • Pedro-Javier Gamez-Montero and
  • Esteban Codina

22 June 2022

It is very well known that the use of a load-holding valve (LHV) in a hydraulic system introduces additional energy consumption. This article presented a simplified graphical method for analyzing the power requirements of hydraulic systems equipped w...

  • Article
  • Open Access
5 Citations
3,144 Views
22 Pages

Psychoacoustic Evaluation of Hydraulic Pumps

  • Tobias Pietrzyk,
  • Markus Georgi,
  • Sabine Schlittmeier and
  • Katharina Schmitz

30 June 2021

In this study, sound measurements of an axial piston pump and an internal gear pump were performed and subjective pleasantness judgements were collected in listening tests (to analyze the subjective pleasantness), which could be seen as the inverse o...

  • Article
  • Open Access
9 Citations
4,941 Views
13 Pages

General-Purpose and Scalable Internal-Combustion Engine Model for Energy-Efficiency Studies

  • Mika Laurén,
  • Giota Goswami,
  • Anna Tupitsina,
  • Suraj Jaiswal,
  • Tuomo Lindh and
  • Jussi Sopanen

30 December 2021

Hybrid powertrains that combine electric machines and internal-combustion engines offer substantial opportunities to increase the energy efficiency and minimize the exhaust emissions of vehicles and nonroad working machines. Due to the wide range of...

  • Article
  • Open Access
49 Citations
6,599 Views
15 Pages

2 May 2020

The focus of this paper is the potential electrification of specialized agricultural tractors involved in vineyards and orchards. This category of machinery has not received research attention to date; however, regulations are encouraging lower emiss...

  • Article
  • Open Access
7 Citations
2,456 Views
17 Pages

27 October 2022

The paper evaluates particulate matter emissions and exhaust gas components from retrofitted engines of non-road vehicles measured under actual operating conditions. The content is divided into three main parts: formation of guidelines, production of...

  • Article
  • Open Access
19 Citations
3,218 Views
26 Pages

This article presents a combined route and path planning strategy to guide Skid–Steer Mobile Robots (SSMRs) in scheduled harvest tasks within expansive crop rows with complex terrain conditions. The proposed strategy integrates: (i) a global pl...

  • Article
  • Open Access
6 Citations
3,815 Views
23 Pages

A Study on the Performance of the Electrification of Hydraulic Implements in a Compact Non-Road Mobile Machine: A Case Applied to a Backhoe Loader

  • Mariana de F. Ramos,
  • Dener A. de L. Brandao,
  • Diogo P. V. Galo,
  • Braz de J. Cardoso Filho,
  • Igor A. Pires and
  • Thales A. C. Maia

This work presents a study of the performance of prime mover and hydraulic implement electrification in a backhoe loader. The results are validated through simulation and experimental tests. The construction and agriculture sector has grown in recent...

  • Article
  • Open Access
6 Citations
4,202 Views
12 Pages

A Simplified Methodology to Evaluate the Design Specifications of Hydraulic Components

  • Pedro Roquet,
  • Pedro Javier Gamez-Montero,
  • Robert Castilla,
  • Gustavo Raush and
  • Esteban Codina

11 September 2018

The fatigue of a hydraulic component inherently varies due to various factors that can be divided into two categories: structural and load spectrum variability. The effects of both variabilities must be considered when determining fatigue life. Compa...

  • Article
  • Open Access
3 Citations
2,993 Views
24 Pages

Multi-Point-of-View Energy Loss Analysis in a Refuse Truck Hydraulic System

  • Luis Javier Berne,
  • Gustavo Raush,
  • Pedro Javier Gamez-Montero,
  • Pedro Roquet and
  • Esteban Codina

9 May 2021

In recent years, much research has focused on reducing the power consumption of mobile hydraulic machines due to rising fuel costs, regulations on combustion engine emissions and the need to reduce the size and weight of the storage devices in hybrid...

  • Article
  • Open Access
42 Citations
8,880 Views
18 Pages

Design and Analysis of Photovoltaic Powered Battery-Operated Computer Vision-Based Multi-Purpose Smart Farming Robot

  • Aneesh A. Chand,
  • Kushal A. Prasad,
  • Ellen Mar,
  • Sanaila Dakai,
  • Kabir A. Mamun,
  • F. R. Islam,
  • Utkal Mehta and
  • Nallapaneni Manoj Kumar

11 March 2021

Farm machinery like water sprinklers (WS) and pesticide sprayers (PS) are becoming quite popular in the agricultural sector. The WS and PS are two distinct types of machinery, mostly powered using conventional energy sources. In recent times, the bat...

  • Review
  • Open Access
2,436 Views
14 Pages

20 August 2025

Heavy machinery has evolved significantly in productivity, efficiency, and safety over the past century and a half, where most technological advances occurred after the 1990s. The field of multibody dynamics has significantly contributed to this deve...

  • Article
  • Open Access
19 Citations
4,939 Views
19 Pages

Research on an Intelligent Agricultural Machinery Unmanned Driving System

  • Haoling Ren,
  • Jiangdong Wu,
  • Tianliang Lin,
  • Yu Yao and
  • Chang Liu

28 September 2023

Intelligent agricultural machinery refers to machinery that can independently complete tasks in the field, which has great significance for the transformation of agricultural modernization. However, most of the existing research on intelligent agricu...

  • Article
  • Open Access
8 Citations
3,547 Views
20 Pages

9 December 2021

The impossibility of replacing hydraulic drives with other type drives in heavy duty machinery is the main reason for the development of a system for controlling hydraulic power steering. Moreover, the need for remote automatic control of the steerin...

  • Article
  • Open Access
3,496 Views
18 Pages

15 December 2023

Mobile cranes represent conventional construction machinery that is indispensable for the erection of most prefabricated buildings, especially those containing heavy components. However, it is also common knowledge that the engagement of these machin...

  • Article
  • Open Access
1 Citations
3,177 Views
23 Pages

27 December 2022

With the continuous development of economic globalization, the research demand for intelligent agricultural machinery equipment in modern agriculture is increasing. This paper, which aims at the positioning problem of mobile robots in agriculture pro...

  • Article
  • Open Access
27 Citations
3,262 Views
19 Pages

30 July 2022

The unmanned operation of agriculture machinery in the full field of farmland is an important part of unmanned farm and smart agriculture. Although the autonomous navigation for agriculture robot has been widely studied in literature, research on the...

  • Article
  • Open Access
29 Citations
3,200 Views
13 Pages

Path Tracking of a 4WIS–4WID Agricultural Machinery Based on Variable Look-Ahead Distance

  • Lijun Xu,
  • Yankun Yang,
  • Qinhan Chen,
  • Fengcheng Fu,
  • Bihang Yang and
  • Lijian Yao

29 August 2022

Aiming to solve the problem of the low path-tracking accuracy of mobile robots in agricultural environments, the authors of this paper propose a path-tracking method for agricultural machinery based on variable look-ahead distance. A kinematic model...

  • Article
  • Open Access
2,497 Views
14 Pages

Many issues have recently arisen as a result of the aging population and dwindling labor force. To solve these problems, including reduced convenience and productivity, research on the mobility of agricultural machinery and logistics involving autono...

  • Article
  • Open Access
2,042 Views
16 Pages

16 July 2022

This study analyzes the impact of mobility, as a proxy for social distancing measures, on exports to the United States of America (USA). A mobility index based on Google mobility indicators was constructed using Principal Component Analysis (PCA), an...

  • Article
  • Open Access
10 Citations
3,005 Views
15 Pages

Study on Emission Characteristics and Emission Reduction Effect for Construction Machinery under Actual Operating Conditions Using a Portable Emission Measurement System (Pems)

  • Junhui Chen,
  • Yuan Li,
  • Zhongwei Meng,
  • Xiaoqiong Feng,
  • Junjie Wang,
  • Honghui Zhou,
  • Junjie Li,
  • Jiacheng Shi,
  • Qiang Chen and
  • Shuxiao Wang
  • + 1 author

With the acceleration of urban construction, the pollutant emission of non-road mobile machinery such as construction machinery is becoming more and more prominent. In this paper, a portable emissions measurement system (PEMS) tested the emissions of...

  • Article
  • Open Access
47 Citations
12,826 Views
19 Pages

Hydraulic Hybrid Excavator—Mathematical Model Validation and Energy Analysis

  • Paolo Casoli,
  • Luca Riccò,
  • Federico Campanini and
  • Andrea Bedotti

29 November 2016

Recent demands to reduce pollutant emissions and improve energy efficiency have driven the implementation of hybrid solutions in mobile machinery. This paper presents the results of a numerical and experimental analysis conducted on a hydraulic hybri...

of 5