Paweł Michalec

Mr. Paweł Michalec

orcid

Research Focus & Metrics

Academic Career Length

4Years (2023-Present)

(Calculated once Scilit publication data is synced: current year − year of first publication + 1)

Representative Publications

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27 December 2023 in IEEE Sensors Journal
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PMPaweł Michalec
Paweł Michalec
LFLisa-Marie Faller
Lisa-Marie Faller
The ageing population has increased the demand for advanced medical assistive devices with actuators and sensors to enhance independence in daily activities. However, the integration of sensors into rehabilitation devices in a direct and cost-effective manner remains a challenge. This study proposes a scalable linear encoder, fabricated using 3D-printing technology. The encoder is a fully printed concept, including the electrical circuitry, and is benchmarked in a sensorized hand orthosis. It is constructed using two commercially available materials: one electrically conductive and one non-conductive. The encoder utilizes an encoder setup with a fixed scale and a sliding sensing head. Encoder’s resolution and robustness are tested under various conditions, including actuation speeds, temperatures, printing repeatability, and fatigue. The results demonstrate the stable operation of the encoder, providing a resolution of 1.2 mm. The sensorized hand orthosis incorporates three encoders with geometric shifts, along with a printed electrical circuit and inserted microcontroller for detecting finger flexion and movement direction. This setup further improves resolution to 0.4 mm. The proposed linear encoder offers an effective and inexpensive approach for integrating sensors into medical assistive devices.

19 October 2024 in Applied Sciences
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PMPaweł Michalec
Paweł Michalec
MSMartin Schusser
Martin Schusser
RWRobert Weidner
Robert Weidner
MBMathias Brandstötter
Mathias Brandstötter
The intricate structure of human hands requires personalized orthotic treatments, especially with the growing aging population’s demand for accessible care. While traditional orthoses are effective, they face challenges of cost, customization time, and accessibility. Additive manufacturing, particularly material extrusion (MEX) techniques, can effectively address challenges in orthotic device production by enabling automated, complex, and cost-effective solutions. This work aims to provide engineers with a comprehensive set of design considerations for developing hand orthoses using MEX technology, focusing on applying design for additive manufacturing principles, to enhance rehabilitation outcomes. This objective is achieved by establishing design requirements for hand orthoses, reviewing design choices and methodologies across conventional and state-of-the-art MEX-based devices, and proposing an innovative approach to orthotic design. Hand orthosis design requirements were gathered through workshops with occupational therapists and categorized into engineer-, medical-, and patient-specific needs. A review of 3D-printed hand orthoses using MEX analyzes various design approaches, providing insights into existing solutions. The study introduces a modular design concept aimed at improving rehabilitation by enhancing customizability and functionality. It highlights the potential of MEX for creating personalized, cost-effective orthoses and offers recommendations for future research, to optimize designs and improve patient outcomes.

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SVSakine Deniz Varsavas
Sakine Deniz Varsavas
PMPaweł Michalec
Paweł Michalec
MKMohammed Khalifa
Mohammed Khalifa
Ping LiPing Li
Ping Li
SSSebastian Spintzyk
Sebastian Spintzyk
Orthoses and prostheses (O&P) play crucial roles in assisting individuals with limb deformities or amputations. Proper material selection for these devices is imperative to ensure mechanical robustness and biocompatibility. While traditional manufacturing methods have limitations in terms of customization and reproducibility, additive manufacturing, particularly pellet extrusion (PEX), offers promising advancements. In applications involving direct contact with the skin, it is essential for materials to meet safety standards to prevent skin irritation. Hence, this study investigates the biocompatibility of different thermoplastic polymers intended for skin-contact applications manufactured through PEX. Surface morphology analysis revealed distinct characteristics among materials, with TPE-70ShA exhibiting notable irregularities. Cytotoxicity assessments using L929 fibroblasts indicated non-toxic responses for most materials, except for TPE-70ShA, highlighting the importance of material composition in biocompatibility. Our findings underscore the significance of adhering to safety standards in material selection and manufacturing processes for medical devices. While this study provides valuable insights, further research is warranted to investigate the specific effects of individual ingredients and explore additional parameters influencing material biocompatibility. Overall, healthcare practitioners must prioritize patient safety by meticulously selecting materials and adhering to regulatory standards in O&P manufacturing.

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PMPaweł Michalec
Paweł Michalec
MLMarius Laux
Marius Laux
Lakshmi Srinivas GiduguLakshmi Srinivas Gidugu
Lakshmi Srinivas Gidugu
RWRobert Weidner
Robert Weidner
MBMathias Brandstötter
Mathias Brandstötter
This paper explores a five-axis printing method designed to improve the fabrication of continuous fiber-reinforced thermoplastic composites (CFRTPCs), essential for producing lightweight, complex structures in advanced manufacturing. Traditional CFRTPC placement techniques often face challenges with precision, scalability, and optimal fiber orientation, especially in customized, small-scale applications. The proposed five-axis printing technique overcomes these issues by enabling precise fiber orientation and the production of robust spatial structures using 3D-printed molds compatible with CFRTPCs. Validation through three-point bending and surface quality tests revealed that five-axis printed cylindrical-lattice samples, with fibers oriented at 45°, exhibited superior mechanical properties and surface quality. The five-axis printed samples achieved a load-to-weight ratio 27% higher than traditional samples and maintained their shape even under significant deformation. Surface quality improved significantly, with roughness values reduced from 37.63 µm to approximately 12 µm. This method advances CFRTPC applications in industries requiring complex, lightweight components.