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Tech reports

Technology trend analysis

The report finds out and examines some main technology trends in the heavy mobile work machine sector, clarifying the impact of the mentioned technologies on the global market. Report focuses on tree maini trends: reality-driven, autonomous solutions, environmental sustainability and increased automony...

Remote Operations Review

Theme: Autonomy

This report focuses on remote operations without a line-of-sight to the machine, and which are commercially available,suitable for heavy work machines and potentially available to be integrated into different platforms.…

Software testing of Intelligent Machines

The goal of this report was to study the practices related to software testing in the context of working machines and make suggestions for further development of testing practices. The…

Mild Hybrids 48V

48 V mild hybrdid technology has great appeal as a standard for the off-road industry because of overlap with automotive. The 48-V mild hybrid system has potentials to reduce fuel…

Wireless Connectivity Technologies for Off-Highway Vehicles

Theme: Autonomy

The scope of the study is to provide outlook on today’s wireless connectivity technologies and several use cases on the field of selected industries. This paper will enable the reader…

Novel HMI Technologies

3D Imaging for Detection and Measurement of work targets

Theme: Autonomy

Safety requirements for Autonomous machinery

Theme: Autonomy

Polttokennot työkoneissa

Kyberturva selvitys 2017

Control Network Technologies

Theme: Autonomy

The objective of this review is to give an overall picture of relevant control networking technologies in the scope of mobile work machines and explain their practical applications...

Lidar survey 2022

Environment perception techniques for vehicles and work machines are currently under strong development. This survey focuses on the technology and performance of state-of-the-art LIDARs (Light Detection and Ranging) meaning new…

Vehicle Architetures

Automotive is the driving industry that has active interest in developing electrical and electronics level vehicular architecture. This paper reviews some of the major architecture trends in current and…

Precision Positioning Technology

Theme: Autonomy

The report presents precision positioning methods and technologies suitable for intelligent machines in indoor and outdoor conditions. Precision positioning refers to high-accuracy position determination for localisation, navigation and situational awareness…

Survey of Strain Gauge Monitoring System Technologies for Industrial Working Machines

The report lists extensively current methods as well as future options for stress measurement system.Industrial trends like Internet of Things (IoT), digital twins and predictive maintenance require more and often…

Lidar survey with comparison tests 2019

Theme: Autonomy

Litium-Ion akut ja turvallisuus

AI in Intelligent Industrial Machinery

Theme: Autonomy

Battery Tech follow-up 2017

Regulations of intelligent machines

The EU renews product safety legislations to mitigate safety and fundamental rights risks that are caused by software in general and new digital technologies such as artificial intelligence, connectivity, autonomous robotics, and data-based business models...

Electrical Machines for Mobile Applications

The scope of this report is to provide a study and overview of current and potential electrical machine developments for future mobile electric powertrain technologies. The report sets out to…

Safety and Deep Learning Algorithms

The growing success of deep learning algorithms in solving non-linear and complex problems has recently attracted the attention of safety-critical applications. While state-of-the-art deep learning algorithms achieve high performance in…

Range Extenders in Mobile Work Machines

This report introduces the Range Extender concept and technology in mobile work machine use. The report is not intended to be academic research of the range extender usage, but rather…

Edge Computing for Work Machines and Industrial Applications

Theme: Autonomy

Mapping & SLAM technologies

Theme: Autonomy

Terrain traversability

Theme: Autonomy

Ristiriitoja sietävät logiikat

Theme: Autonomy

Dynamic Object Detection and Tracking

Theme: Autonomy

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