TY  - JOUR
AU  - Nakamura, Elena
AU  - Okafor, Shakil
AU  - Sen, Anika
TI  - Random Forest Regression Applied to Heat Exchanger Fouling
JO  - Open Access Journal of Engineering Applications
PY  - 2025
VL  - 49
IS  - 1
SP  - 290
EP  - 303
AB  - The interplay between heat exchanger fouling and long-term reliability in flood-prone deltas has received comparatively little systematic attention. Boundary conditions were derived from in-situ surveys of flood-prone deltas. Sensitivity analysis showed that heat exchanger fouling accounted for most of the output variability. The framework can inform both new construction and the retrofitting of existing assets.
KW  - heat exchanger fouling
KW  - random forest regression
KW  - additive manufacturing
KW  - remote sensing
SN  - 3105-7004
DO  - 10.55555/oajea.2025.4901.017
UR  - https://journal.bsaps.com/article/10184
ER  -