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Multidisciplinary Design Optimization of a Mobile Miner Using the OpenMDAO Platform
Linköping University, Department of Management and Engineering, Product Realisation. Linköping University, Faculty of Science & Engineering.ORCID iD: 0000-0002-1157-2480
Epiroc Rock Drills AB.
Linköping University, Faculty of Science & Engineering. Linköping University, Department of Management and Engineering, Product Realisation.
Linköping University, Department of Management and Engineering, Product Realisation. Linköping University, Faculty of Science & Engineering.
2021 (English)In: Proceedings of the Design Society, Cambridge University Press, 2021, Vol. 1, p. 2207-2216Conference paper, Published paper (Refereed)
Abstract [en]

This paper proposes an optimization framework based on the OpenMDAO software library intended for engineer-to-order products and applies it to the conceptual design of a Mobile Miner. A Mobile Miner is a complex machine and a flexible alternative to Tunnel Boring Machines for small-scale tunneling and mining applications. The proposed framework is intended for use in early design and quotation stages with the objective to get fast estimates of important product characteristics, such as excavation rate and cutter lifetime. The ability to respond fast to customer requests is vital when offering customized products for specific applications and thereby to stay competitive on the global market. This is true for most engineer-to-order products and especially for mining equipment where each construction project is unique with different tunnel geometries and rock properties. The presented framework is applied to a specific use-case where the design of the miner's cutter wheel is in focus and a set of Pareto optimal designs are obtained. Furthermore, the framework extends the capabilities of OpenMDAO by including support for mixed-variable formulations and it supports an exploratory approach to design optimization.

Place, publisher, year, edition, pages
Cambridge University Press, 2021. Vol. 1, p. 2207-2216
Keywords [en]
Optimisation, Multi- / Cross- / Trans-disciplinary processes, Large-scale engineering systems, Mobile Miners
National Category
Other Mechanical Engineering
Identifiers
URN: urn:nbn:se:liu:diva-181578DOI: 10.1017/pds.2021.482OAI: oai:DiVA.org:liu-181578DiVA, id: diva2:1726834
Conference
23rd International Conference on Engineering Design (ICED), Gothenburg, Sweden, 16th - 20th August, 2021
Available from: 2023-01-13 Created: 2023-01-13 Last updated: 2023-05-15Bibliographically approved
In thesis
1. On Multi-Disciplinary Optimization in Engineer-to-Order Product Configuration
Open this publication in new window or tab >>On Multi-Disciplinary Optimization in Engineer-to-Order Product Configuration
2023 (English)Licentiate thesis, comprehensive summary (Other academic)
Abstract [en]

Customized products are becoming increasingly common, and increasingly important for maintaining a competitive advantage in certain industries. Being able to quickly and accurately respond to unique customer requirements can provide a competitive edge or even be the only path to survival. In practice, configurators are commonly used to manage the customization process, gathering the customer’s requirements and suggesting feasible solutions to the customer’s problem.

Fostering and maintaining a viable product customization offering is not easy. A particularly challenging category of products is one where an extensive engineering effort might be needed to even produce a reliable estimate of the product’s price. These products are usually referred to as engineer-to-order (ETO) products.

Prior work has pointed out the potential of using optimization as part of configuration solutions for ETO products, but the literature is limited in its extent and does not clearly prescribe how to structure and approach such solutions.

This thesis outlines a conceptual and technical architecture for implementing optimization-based configuration solutions. Reusable primitives for supporting the routines involved in this architecture are provided. These findings are verified through application and evaluation within two industrial case studies, also yielding important industrial needs to cover in the future research and development of the proposed framework. By examining three additional case studies, common issues in the development and deployment of design automation (DA) systems are identified.

Successful implementation of the proposed framework for optimization-based configurators can lead to two main benefits. First, engineering configurator prototypes can be developed rapidly, to test the viability of configurator projects – a category of projects prone to expensive failures. Second, optimization-based configurators can be used to support rapid design space exploration in early product development stages, leading to enhanced product knowledge in a critical phase, and in turn, increased product value.

Place, publisher, year, edition, pages
Linköping: Linköping University Electronic Press, 2023. p. 48
Series
Linköping Studies in Science and Technology. Licentiate Thesis, ISSN 0280-7971 ; 1968
National Category
Other Mechanical Engineering
Identifiers
urn:nbn:se:liu:diva-193718 (URN)10.3384/9789180752282 (DOI)9789180752275 (ISBN)9789180752282 (ISBN)
Presentation
2023-05-31, ACAS, A Building, Campus Valla, Linköping, 13:15 (English)
Opponent
Supervisors
Note

Funding agency: Stiftelsen tekn.dr. Erik Johnssons stipendiefond

Available from: 2023-05-15 Created: 2023-05-15 Last updated: 2023-10-05Bibliographically approved

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Vidner, OllePersson, JohanÖlvander, Johan

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