Digital Twins of Operational Scenarios in Mining for Design of Customized Product-Service Systems Solutions

Bertoni, Alessandro; Machchhar, Raj Jiten; Larsson, Tobias; Frank, Bobbie

doi:10.1016/j.procir.2022.05.290

Cited by 12 publications

(5 citation statements)

References 11 publications

Supporting

Mentioning

Contrasting

Order By: Relevance

“…The accuracy of the simulation will also increase as far as iterative value modelling in EVOKE will be performed. This includes increasingly detailed simulations that consider more specific quantified objectives, which value will be obtained through mathematical simulations in CAE environment (on the line of what was proposed in Bertoni et al, 2022).…”

Section: Discussionmentioning

confidence: 99%

Mitigating Uncertainty in Conceptual Design Using Operational Scenario Simulations: A Data-Driven Extension of the Evoke Approach

Bertoni

2023

Proc. Des. Soc.

Self Cite

View full text Add to dashboard Cite

The paper presents an approach where the iterative replication of Discrete Event Simulations on future operational scenarios is used to derive data-driven design merit functions. The presented contribution proposes an extension of the EVOKE (Early Value Oriented Design Exploration with Knowledge Maturity) approach determining when and how the experience-based judgment about maximization, minimization, optimization, and avoidance functions, correlating value drivers and quantified objectives, can be substituted by data-driven mathematical functions obtained by scenarios simulations. The approach is described through a simplified case concerning the development of autonomous electric vehicles to complement the public transport system in the city of Karlskrona in Sweden. The consideration of value drivers and quantified objectives presented is meant to support a preliminary screening of potential design configurations to support the definition of high-level product and system-related functional requirements, to be run before a more detailed conceptual design analysis.

show abstract

Section: Discussionmentioning

confidence: 99%

Mitigating Uncertainty in Conceptual Design Using Operational Scenario Simulations: A Data-Driven Extension of the Evoke Approach

Bertoni

2023

Proc. Des. Soc.

Self Cite

View full text Add to dashboard Cite

show abstract

“…The creation of innovative product development scenarios can be positively influenced by the application of artificial intelligence in organisational settings to enable the safety of workers as well as the ability to speed up the rate of complex global problem solving (Farrow, 2022) and the use of the digital twin method for combining systems and systems-of-systems simulations to run trade-off analysis based on different product-service systems configurations Bertonia et al (2022).…”

Section: Theoretical Backgroundmentioning

confidence: 99%

Delphi method application for evaluation of innovative product development scenario

Toločka,

Maceika

2024

JESI

View full text Add to dashboard Cite

The authors had the idea to apply the Delphi method to evaluate innovative product development scenarios. For this purpose, questionnaires were prepared, and two rounds of the investigation were carried out, in which 30 experts participated as the respondents to evaluate factors related to innovative product development scenarios. A set of the factors and sub-factors to be assessed was selected for the research. This set was formed as the basis from the paper's authors' collected and summarised data. After analysis of obtained research results, it was found that the successful introduction of an innovative product to the market, strategic agility, and reduction of uncertainty scenario is favourable. Also, it was found that there is a significant difference in the experts' opinions on what parameters should be a priority. The options have to rely on a few experts' opinions to evaluate objectively and select the best innovative product development scenario. Then, using their average evaluation as a basis for possible options selection is good. Based on the research results, a model of innovative product development and implementation using scenarios was created. This model describes a possible scenario development path choice, scenario development, evaluation, selection, adaptation and implementation. In the article, the authors also suggest adopting the concept of green innovation in product development, as green innovation positively impacts the growth of the modern economy.

show abstract

“…Xia and collaborators [91] Present the different functional categories to integrate the Geographic information system and the BIM and discuss the integration of future data approach to do research on intelligent cities. Bertoni and collaborators [92] Presents an approach that combines simulations of the operational scenario of mining, based on different configurations of Product-Service Systems, to create DT customizable and configurable specifically for each mine. Source: the authors Contribuciones a Las Ciencias Sociales, São José dos Pinhais, v.17, n.2, p. 01-28, 2024…”

Section: Applications Of the Digital Twinmentioning

confidence: 99%

Digital twins a digital transformation for management of the construction industry

Alvarenga,

De Aguilar,

Sales

et al. 2024

CLCS

View full text Add to dashboard Cite

In recent years technologies have been transforming working relationships in the construction industry. To dynamize the sector, new ways are sought to obtain better control over its lifecycle. The goals are to achieve cost savings, improvement in the quality of services, greater security and less environmental impact. Important information, to reach such goals, is generated during the project, the construction, the use/upkeep of assets. Nevertheless, this information is not used properly, because it requires participative management for the data to be kept updated and available in real time. A process that allows for this management right from the project-planning phase is Building Information Modeling (BIM). Its association with cloud-based communication platforms allows users to access all the data in real time. Allied to the resources of the Internet of Things (IoT), BIM makes it possible to transfer data to specific software that assist this information to remain alive during the whole lifecycle of the construction. The cloud-based platforms integrated to the BIM and the IoT, make it possible to digitalise and transfer the information related to the construction in real time, to create the Digital Twin (DT). With this DT all this information can be managed on one only digital platform which permits intelligent constructions and operational excellence in the sector. In this article, concepts relating to the creation of a DT are analysed by means of the Life Cycle Assessment (LCA) for buildings. A review of the literature was also carried out on the recent applications of the DT and, especially, in the construction industry. It became clear in the study that in recent years the DT is gradually being implemented in different sectors. Most of the research presents a review of the literature followed by small-scale experiments or case studies. It was found that the concept of DT has attracted the attention of the construction industry, and debate on the theme is developing rapidly in the academic sector, so as to establish the ways of effectively developing it in the construction industry.

show abstract

Digital Twins of Operational Scenarios in Mining for Design of Customized Product-Service Systems Solutions

Cited by 12 publications

References 11 publications

Mitigating Uncertainty in Conceptual Design Using Operational Scenario Simulations: A Data-Driven Extension of the Evoke Approach

Mitigating Uncertainty in Conceptual Design Using Operational Scenario Simulations: A Data-Driven Extension of the Evoke Approach

Delphi method application for evaluation of innovative product development scenario

Digital twins a digital transformation for management of the construction industry

Contact Info

Product

Resources

About