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ASPECT – A System for Electric and Connected Transport Solutions | 2021-2024

Project ASPECT aims to, based on learnings from pilot Electric-Site, lift the technology to an energy optimized solution to scale in both volume and size. Focus for this project is within confined area. The project includes design of energy infrastructure, electric system on machines and site management system. Furthermore it includes validation of digital infrastructure […]

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TRUST-SOS – TRUSTed – Site Optimisation Solutions | 2021-2024

In the project we are developing digitalized services to increase the level of trusted decision making to optimise overall site systems in off-road transport applications. By developing data-driven models for real-time simulation and optimisation of customer site operations, combined with advanced data analytics, we move from the current experience-based process to a model-based process that […]

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Data-Driven Design Automation for Product-Service Systems Design: Framework and Lessons Learned from Empirical Studies

Abstract The digitalization era has brought about unprecedented challenges for the manufacturing industries, pushing them to deliver solutions that encompass both product and service-related dimensions, known as Product-service Systems. This paper presents a number of lessons learned in the process of integrating the analysis of operational data as decision support in engineering design based on […]

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Minimizing the negative effects of coolant channels on the torsional and torsional-axial stiffness of drills

Abstract Coolant channels allow internal coolant delivery to the cutting region and significantly improve drilling, but these channels also reduce the torsional and torsional-axial stiffness of the drills. Such a reduction in stiffness can degrade the quality of the drilled holes. The evacuation of cutting chips and the delivery of the cutting fluid put strict […]

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Fracture toughness analysis of aluminum (Al) foil and its adhesion with low-density polyethylene (lpde) in the packing industry

Abstract Liquid food packages consist of various polymers films, which are bonded together with Aluminum foil (Al-foil) using adhesion or by direct heat. The main aim of this research was to define important material properties such as fracture toughness and some FE-simulation material model parameters such as damage initiation, damage evolution, and the adhesion between […]

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A Hybrid Crack Detection Approach for Scanning Electron Microscope Image Using Deep Learning Method

Abstract The scanning electron microscope (SEM) is widely used in the analysis and research of materials, including fracture analysis, microstructure morphology, and nanomaterial analysis. With the rapid development of materials science and computer vision technology, the level of detection technology is constantly improving. In this paper, the deep learning method is used to intelligently identify […]

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Data-based decision-making in maintenance service delivery: the D3M framework

Abstract Purpose – This paper aims to present a dual-perspective framework for maintenance service delivery that should be used by manufacturing companies to structure and manage their maintenance service delivery process, using aggregated historical and real-time data to improve operational decision-making. The framework, built for continuous improvement, allows the exploitation of maintenance data to improve the knowledge of service […]

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ARTIFICIAL NEURAL NETWORKS SUPPORTING CAUSE AND EFFECT STUDIES IN PRODUCT-SERVICE SYSTEM DEVELOPMENT

Abstract A data analysis method based on artificial neural networks aiming to support cause-and-effect analysis in design exploration studies is presented. The method clusters and aggregates the effects of multiple design variables based on the structural hierarchy of the evaluated system. The proposed method is exemplified in a case study showing that the predictive capability […]

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Value models: coordinating artefacts for conceptual design

Abstract This paper contributes to the discussion on value models as decision support in early design. Emerging from data collected through semi-structured interviews with 20 professionals in 3 manufacturing companies, the paper highlights the limitation of current development practices to promote cross-functional knowledge sharing about the stakeholders’ lifecycle expectations to be met. This limits the […]

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