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 · 64 citations

Architecture, Architectural Engineering, Building Science +16

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 · 53 citations

Architecture, Building Science, Data Science +16

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 · 51 citations · Full text

Architecture, Architectural Engineering, Building Science +16

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 · 49 citations · Full text

Engineering, Architectural Engineering, Mechanical Engineering +16

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

Engineering, Architectural Engineering, Building Science +16