Author

Ferdinand Heinrich

Observed names: Heinrich, Ferdinand, Heinrich, Ferdinand, L.

Institution: Fraunhofer Research Institution for Microsystems and Solid State Technologies

Observed institution: Fraunhofer Research Institution for Microsystems and Solid State Technologies

ORCID: 0000-0002-4626-2394

Observed ORCID: 0000-0002-4626-2394

OpenAlex ID: A5013461380

Wearable Prophylaxis Tool for AI-Driven Identification of Early Warning Patterns of Pressure Ulcers

2023 · Lorenz Gruenerbel, Ferdinand Heinrich, et al. · Bioengineering · 12

PDF

Wearable Decubitus Prophylaxis Tool Based on Machine Learning Methods

2022 · Lorenz Grunerbel, Ferdinand Heinrich, et al. · IEEE International Conference on Pervasive Computing and Communications Workshops (PerCom Workshops) · 5

A Predictive Maintenance Concept for Lubricant Oil Usage

2024 · Ferdinand Heinrich, Hadi Ghaeni, et al. · Annual Conference of the IEEE Industrial Electronics Society (IECON) · 2

Enabling Federated Learning: Generating Synthetic Clients through Time Series Data Augmentation

2025 · Ferdinand Heinrich, Tim Egger, et al. · Smart Systems Integration Conference and Exhibition (SSI) · 1

A Predictive Maintenance Concept for Sustainable Lubricant Oil Usage Based on Federated Learning

2025 · Hadi Ghaeni, Ferdinand Heinrich, et al. · Lecture notes in computer science · 1

Enhancing Predictive Maintenance with Temporal Convolutional Networks

2025 · Rieger, Florian, Schilling, Raphael, et al. · Fraunhofer-Publica (Fraunhofer-Gesellschaft)

Building a Multivariate Time Series Benchmarking Datasets Inspired by Natural Language Processing (NLP)

2024 · Mustafa, Mohammad Asif Ibna, Heinrich, Ferdinand · arXiv (Cornell University)

PDF

Towards an Intelligent Triage Bracelet: A Conceptual Study of a Semi-Automated Prehospital Triage Algorithm and the Integration of Blood Pressure Measurement

2023 · Lorenz Grünerbel, Ferdinand Heinrich, et al. · International Joint Conference on Biomedical Engineering Systems and Technologies (BIOSTEC)

Tiny Machine Learning Sensor Platform for Local Sensor Data Fusion and Evaluation

2023 · Fraidling, Florens, Hochreiter, Christian, et al. · Fraunhofer-Publica (Fraunhofer-Gesellschaft)

Baling Press.

1903 · Heinrich, Ferdinand, L. · The Portal to Texas History (University of North Texas)

Works count: 13

Citation count: 21

H-index: 2

I10-index: 1