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Eindhoven University of Technology: Eindhoven, Noord-Brabant, NL

2020-09-01 to 2024-09-01 | PhD Candidate (Electrical Engineering)
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Max Bolderman

Works (8)

Structured physics-guided neural networks for electromagnetic commutation applied to industrial linear motors

Mechatronics
2025-04 | Journal article
DOI: 10.1016/j.mechatronics.2024.103291
Contributors: Max Bolderman; Mircea Lazar; Hans Butler
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Physics-guided neural networks for feedforward control with input-to-state-stability guarantees

Control Engineering Practice
2024-04 | Journal article
DOI: 10.1016/j.conengprac.2024.105851
Contributors: Max Bolderman; Hans Butler; Sjirk Koekebakker; Eelco van Horssen; Ramidin Kamidi; Theresa Spaan-Burke; Nard Strijbosch; Mircea Lazar
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Physics–guided neural networks for inversion–based feedforward control applied to hybrid stepper motors<sup>*</sup>

2023 IEEE Conference on Control Technology and Applications (CCTA)
2023-08-16 | Conference paper
DOI: 10.1109/ccta54093.2023.10252460
Contributors: D. Fan; M. Bolderman; S. Koekebakker; H. Butler; M. Lazar
Source: Self-asserted source
Max Bolderman

Generalized feedforward control using physics—informed neural networks

IFAC-PapersOnLine
2022 | Journal article
DOI: 10.1016/j.ifacol.2022.09.015
Part of ISSN: 2405-8963
Contributors: M. Bolderman; D. Fan; M. Lazar; H. Butler
Source: Self-asserted source
Max Bolderman

Physics–Guided Neural Networks for Feedforward Control: From Consistent Identification to Feedforward Controller Design

2022 IEEE 61st Conference on Decision and Control (CDC)
2022-12-06 | Conference paper
DOI: 10.1109/cdc51059.2022.9992852
Contributors: Max Bolderman; Mircea Lazar; Hans Butler
Source: Self-asserted source
Max Bolderman

On feedforward control using physics–guided neural networks: Training cost regularization and optimized initialization

2022 European Control Conference (ECC)
2022-07-12 | Conference paper
DOI: 10.23919/ecc55457.2022.9838217
Contributors: Max Bolderman; Mircea Lazar; Hans Butler
Source: Self-asserted source
Max Bolderman

Generalization of ILC for fixed order reference trajectories using interpolation

2022 IEEE 17th International Conference on Advanced Motion Control (AMC)
2022-02-18 | Conference paper
DOI: 10.1109/amc51637.2022.9729275
Contributors: Max Bolderman; Gerben Erens; Mircea Lazar; Hans Butler
Source: Self-asserted source
Max Bolderman

Physics–Guided Neural Networks for Inversion–based Feedforward Control applied to Linear Motors

2021 IEEE Conference on Control Technology and Applications (CCTA)
2021-08-09 | Conference paper
DOI: 10.1109/ccta48906.2021.9659174
Contributors: Max Bolderman; Mircea Lazar; Hans Butler
Source: Self-asserted source
Max Bolderman

Peer review (1 review for 1 publication/grant)

Review activity for Control engineering practice. (1)
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