Subbu Sethuvenkatraman

Comparing multi-step ahead building cooling load prediction using shallow machine learning and deep learning models

Raghavendra Chalapathy, Nguyen Lu Dang Khoa, Subbu Sethuvenkatraman · Sustainable Energy Grids and Networks · 2021 · 63 citations

Engineering, Machine Learning, Shallow Machine Learning +11

A data-driven approach based on quantile regression forest to forecast cooling load for commercial buildings

Mashud Rana, Subbu Sethuvenkatraman, Mark Goldsworthy · Sustainable Cities and Society · 2021 · 49 citations

Built Environment, Engineering, Data Science +11

Energetic evaluation of thermal energy storage options for high efficiency solar cooling systems

Sergio Pintaldi, Subbu Sethuvenkatraman, Stephen D. White et al. · Applied Energy · 2016 · 48 citations

Energetic Evaluation, Electrical Engineering, Engineering +12

Performance analysis & energy benefits of a desiccant based solar assisted trigeneration system in a building

Stuart Hands, Subbu Sethuvenkatraman, Mark Peristy et al. · Renewable Energy · 2015 · 39 citations

Trigeneration System, Electrical Engineering, Engineering +8

Online learning-enhanced data-driven model predictive control for optimizing HVAC energy consumption, indoor air quality and thermal comfort

Xinyi Sha, Zhenjun Ma, Subbu Sethuvenkatraman et al. · Applied Energy · 2025 · 33 citations · Full text