IDEAS home Printed from https://ideas.repec.org/a/gam/jeners/v16y2023i20p7070-d1258756.html
   My bibliography  Save this article

Multidisciplinary Design Automation of Electric Motors—Systematic Literature Review and Methodological Framework

Author

Listed:
  • Niklas Umland

    (Fraunhofer Institute for Manufacturing Technology and Advanced Materials IFAM, Wiener Straße 12, 28359 Bremen, Germany)

  • Kora Winkler

    (Fraunhofer Institute for Manufacturing Technology and Advanced Materials IFAM, Wiener Straße 12, 28359 Bremen, Germany)

  • David Inkermann

    (Institute for Mechanical Engineering, Technische Universität Clausthal, Robert-Koch-Straße 32, 38678 Clausthal-Zellerfeld, Germany)

Abstract

Electric motor development is a challenging task, as higher efficiency requirements and various interdependencies between different engineering domains must be considered. Established design approaches often lack the ability to address these interdependencies because they focus on specific domains and properties. Automated, multidisciplinary design approaches hold untapped potential for optimizing motors in terms of diverse requirements and advancing the development of more efficient and reliable motors. This paper presents a systematic literature review of the current state of research in the multidisciplinary design automation of electric motors. The literature basis comprises 1005 publications that are identified by a systematic internet search. The review of the existing approaches is based on twelve criteria that characterize the design automation task in general, such as knowledge representation or reasoning methods used, as well as criteria specific to electric motor design, such as domains considered and their coupling. The analysis reveals what current approaches are lacking: Consequent analysis and integration of domains, applicability of suggested methods, incorporation of established multidisciplinary design optimization (MDO) architectures, alongside the consideration of passive components in the motor. Aside from the introduction of twelve criteria for systematic charaterization of multidisciplinary design automation of electric motors, this article expands the state of the art by proposing an initial framework to establish process chains tackling the identified gaps in the review.

Suggested Citation

  • Niklas Umland & Kora Winkler & David Inkermann, 2023. "Multidisciplinary Design Automation of Electric Motors—Systematic Literature Review and Methodological Framework," Energies, MDPI, vol. 16(20), pages 1-39, October.
  • Handle: RePEc:gam:jeners:v:16:y:2023:i:20:p:7070-:d:1258756
    as

    Download full text from publisher

    File URL: https://www.mdpi.com/1996-1073/16/20/7070/pdf
    Download Restriction: no

    File URL: https://www.mdpi.com/1996-1073/16/20/7070/
    Download Restriction: no
    ---><---

    References listed on IDEAS

    as
    1. Gang Lei & Jianguo Zhu & Youguang Guo & Chengcheng Liu & Bo Ma, 2017. "A Review of Design Optimization Methods for Electrical Machines," Energies, MDPI, vol. 10(12), pages 1-31, November.
    Full references (including those not matched with items on IDEAS)

    Most related items

    These are the items that most often cite the same works as this one and are cited by the same works as this one.
    1. Nicolas Bernard & Linh Dang & Luc Moreau & Salvy Bourguet, 2022. "A Pre-Sizing Method for Salient Pole Synchronous Reluctance Machines with Loss Minimization Control for a Small Urban Electrical Vehicle Considering the Driving Cycle," Energies, MDPI, vol. 15(23), pages 1-19, December.
    2. Sebastian Berhausen & Tomasz Jarek, 2021. "Method of Limiting Shaft Voltages in AC Electric Machines," Energies, MDPI, vol. 14(11), pages 1-19, June.
    3. Chengcheng Liu & Jiawei Lu & Youhua Wang & Gang Lei & Jianguo Zhu & Youguang Guo, 2018. "Design Issues for Claw Pole Machines with Soft Magnetic Composite Cores," Energies, MDPI, vol. 11(8), pages 1-15, August.
    4. Md Sydur Rahman & Grace Firsta Lukman & Pham Trung Hieu & Kwang-Il Jeong & Jin-Woo Ahn, 2021. "Optimization and Characteristics Analysis of High Torque Density 12/8 Switched Reluctance Motor Using Metaheuristic Gray Wolf Optimization Algorithm," Energies, MDPI, vol. 14(7), pages 1-17, April.
    5. Sajjad Ahmadi & Thierry Lubin & Abolfazl Vahedi & Nasser Taghavi, 2021. "Sensitivity-Based Optimization of Interior Permanent Magnet Synchronous Motor for Torque Characteristic Enhancement," Energies, MDPI, vol. 14(8), pages 1-15, April.
    6. Edison Gundabattini & Arkadiusz Mystkowski & Adam Idzkowski & Raja Singh R. & Darius Gnanaraj Solomon, 2021. "Thermal Mapping of a High-Speed Electric Motor Used for Traction Applications and Analysis of Various Cooling Methods—A Review," Energies, MDPI, vol. 14(5), pages 1-32, March.
    7. Chengcheng Liu & Gang Lei & Bo Ma & Youguang Guo & Jianguo Zhu, 2018. "Robust Design of a Low-Cost Permanent Magnet Motor with Soft Magnetic Composite Cores Considering the Manufacturing Process and Tolerances," Energies, MDPI, vol. 11(8), pages 1-17, August.
    8. Jilong Zhao & Xiaowei Quan & Mengdie Jing & Mingyao Lin & Nian Li, 2018. "Design, Analysis and Model Predictive Control of an Axial Field Switched-Flux Permanent Magnet Machine for Electric Vehicle/Hybrid Electric Vehicle Applications," Energies, MDPI, vol. 11(7), pages 1-22, July.
    9. Rahul R. Kumar & Mauro Andriollo & Giansalvo Cirrincione & Maurizio Cirrincione & Andrea Tortella, 2022. "A Comprehensive Review of Conventional and Intelligence-Based Approaches for the Fault Diagnosis and Condition Monitoring of Induction Motors," Energies, MDPI, vol. 15(23), pages 1-36, November.
    10. Xiushan Wu & Can Li & Sian Sun & Renyuan Tong & Qing Li, 2019. "A Study on the Heating Method and Implementation of a Shrink-Fit Tool Holder," Energies, MDPI, vol. 12(18), pages 1-17, September.
    11. Oktay Karakaya & Murat Erhan Balci & Mehmet Hakan Hocaoglu, 2023. "Minimization of Voltage Harmonic Distortion of Synchronous Generators under Non-Linear Loading via Modulated Field Current," Energies, MDPI, vol. 16(4), pages 1-17, February.
    12. Qiwei Xu & Jing Sun & Dewen Tian & Wenjuan Wang & Jianshu Huang & Shumei Cui, 2018. "Analysis and Design of a Compound-Structure Permanent-Magnet Motor for Hybrid Electric Vehicles," Energies, MDPI, vol. 11(8), pages 1-19, August.
    13. Lin Liu & Youguang Guo & Wenliang Yin & Gang Lei & Jianguo Zhu, 2022. "Design and Optimization Technologies of Permanent Magnet Machines and Drive Systems Based on Digital Twin Model," Energies, MDPI, vol. 15(17), pages 1-26, August.
    14. Martin Nell & Alexander Kubin & Kay Hameyer, 2021. "Multi-Stage Optimization of Induction Machines Using Methods for Model and Parameter Selection," Energies, MDPI, vol. 14(17), pages 1-24, September.
    15. Liqin Wu & Hao Chen & Tingyue Yu & Chengzhi Sun & Lin Wang & Xuerong Ye & Guofu Zhai, 2023. "Robust Design Optimization of the Cogging Torque for a PMSM Based on Manufacturing Uncertainties Analysis and Approximate Modeling," Energies, MDPI, vol. 16(2), pages 1-24, January.
    16. Haipeng Liu & Xin Jin & Nicola Bianchi & Gerd Bramerdorfer & Pengzhong Hu & Chengning Zhang & Yongxi Yang, 2022. "A Permanent Magnet Assembling Approach to Mitigate the Cogging Torque for Permanent Magnet Machines Considering Manufacturing Uncertainties," Energies, MDPI, vol. 15(6), pages 1-19, March.
    17. João F. P. Fernandes & Pedro P. C. Bhagubai & Paulo J. C. Branco, 2022. "Recent Developments in Electrical Machine Design for the Electrification of Industrial and Transportation Systems," Energies, MDPI, vol. 15(17), pages 1-13, September.
    18. Henda Zorgani Agrebi & Naourez Benhadj & Mohamed Chaieb & Farooq Sher & Roua Amami & Rafik Neji & Neil Mansfield, 2021. "Integrated Optimal Design of Permanent Magnet Synchronous Generator for Smart Wind Turbine Using Genetic Algorithm," Energies, MDPI, vol. 14(15), pages 1-20, July.
    19. Xueping Xu & Qinkai Han & Fulei Chu, 2018. "Review of Electromagnetic Vibration in Electrical Machines," Energies, MDPI, vol. 11(7), pages 1-33, July.
    20. Noman Ullah & Abdul Basit & Faisal Khan & Wasiq Ullah & Mohsin Shahzad & Atif Zahid, 2018. "Enhancing Capabilities of Double Sided Linear Flux Switching Permanent Magnet Machines," Energies, MDPI, vol. 11(10), pages 1-21, October.

    Corrections

    All material on this site has been provided by the respective publishers and authors. You can help correct errors and omissions. When requesting a correction, please mention this item's handle: RePEc:gam:jeners:v:16:y:2023:i:20:p:7070-:d:1258756. See general information about how to correct material in RePEc.

    If you have authored this item and are not yet registered with RePEc, we encourage you to do it here. This allows to link your profile to this item. It also allows you to accept potential citations to this item that we are uncertain about.

    If CitEc recognized a bibliographic reference but did not link an item in RePEc to it, you can help with this form .

    If you know of missing items citing this one, you can help us creating those links by adding the relevant references in the same way as above, for each refering item. If you are a registered author of this item, you may also want to check the "citations" tab in your RePEc Author Service profile, as there may be some citations waiting for confirmation.

    For technical questions regarding this item, or to correct its authors, title, abstract, bibliographic or download information, contact: MDPI Indexing Manager (email available below). General contact details of provider: https://www.mdpi.com .

    Please note that corrections may take a couple of weeks to filter through the various RePEc services.

    IDEAS is a RePEc service. RePEc uses bibliographic data supplied by the respective publishers.