TY  - JOUR
AU  - Reddy, Min-jun
AU  - Park, Rifat
AU  - Wu, Yusuf
TI  - Modelling Smart Grid Demand Response with Bayesian Optimization
JO  - Open Access Journal of Engineering Applications
PY  - 2026
VL  - 50
IS  - 1
SP  - 103
EP  - 114
AB  - Limited local research on smart grid demand response forces regional engineers to rely on parameters derived elsewhere. The performance of electrochemical impedance spectroscopy was evaluated using standard error metrics and cross-validation. The model explained more than 17% of the observed variance in smart grid demand response. The framework can inform both new construction and the retrofitting of existing assets.
KW  - smart grid demand response
KW  - electrochemical impedance spectroscopy
KW  - state of charge estimation
KW  - microplastics
SN  - 3105-7004
DO  - 10.55555/oajea.2026.5001.005
UR  - https://journal.bsaps.com/article/10269
ER  -