Smart building energy management: Load profile prediction using machine learning

G Revati, J Hozefa, S Shadab, A Sheikh… - … on Control and …, 2021 - ieeexplore.ieee.org
Smart buildings are gaining popularity with the surfacing trend of smart grid and smart city.
Effective energy management is a major aspect of the smart building management system …

Deep learning models for smart building load profile prediction

M Palak, G Revati, MA Hossain… - 2021 31st Australasian …, 2021 - ieeexplore.ieee.org
With the development in the sector of smart cities, smart buildings are becoming quite
popular. For effective energy management of smart buildings, the accurate prediction of the …

Parameter Estimator based Feedback Linearization Control strategy of Magnetic Levitation System

B Mansi, S Nachiket, A Sheikh… - 2021 31st Australasian …, 2021 - ieeexplore.ieee.org
Magnetic Levitation System (MLS) feedback linearization uses a suitable control law to
linearize its input-output dynamics, enabling multiple linear control strategies to be utilized to …

Speed Estimation of Induction Motor Using Gaussian Process Regression

C Wagh, C Shivam, G Revati… - 2023 9th International …, 2023 - ieeexplore.ieee.org
The control of an induction motor (IM) drive is a complex process and requires speed
estimation, which is dependent on various machine parameters. The linear regression …

Dominant modes estimation using SCUSUM method along with SSI

MR Mariya, M Mamta - 2022 30th Mediterranean Conference …, 2022 - ieeexplore.ieee.org
Low-frequency oscillations (LFOs) in the power system have emerged as a significant
possible cause of abrupt wide-area blackouts in several parts of the world. As consumer …

Resistance and Speed Estimation of an Induction Motor: A Perspective on Classical and Dynamic Regression

S Bhil, P Mohit, U Vineet… - 2021 31st Australasian …, 2021 - ieeexplore.ieee.org
A novel strategy to the speed estimation including classical polynomial regression and
parameter identification using Dynamic Regression Extension and Mixing (DREM) is …