TY  - JOUR
AU  - Nkosi, Elena
AU  - Perera, Priya
TI  - Analysis of Federated Learning using Fuzzy Logic Control
JO  - Open Access Journal of Engineering Applications
PY  - 2024
VL  - 48
IS  - 2
SP  - 337
EP  - 361
AB  - The scale-up of biomedical implants from pilot to commercial deployment raises new questions about federated learning. The workflow employs fuzzy logic control within an open, reproducible computational pipeline. Accuracy improved by 56%, with the largest gains observed under high-load conditions. Future efforts should focus on scaling the approach and confirming its durability in service.
KW  - federated learning
KW  - fuzzy logic control
KW  - reinforced concrete
KW  - edge computing
KW  - techno-economic analysis
SN  - 3105-7004
DO  - 10.55555/oajea.2024.4802.019
UR  - https://journal.bsaps.com/article/10136
ER  -