Ojas Pradhan

Using discrete Bayesian networks for diagnosing and isolating cross-level faults in HVAC systems

Yimin Chen, Jin Wen, Ojas Pradhan et al. · Applied Energy · 2022 · 50 citations · Full text

Engineering, Systems Engineering, Air Conditioning +15

Real vs. simulated: Questions on the capability of simulated datasets on building fault detection for energy efficiency from a data-driven perspective

Jiajing Huang, Jin Wen, Hyunsoo Yoon et al. · Energy and Buildings · 2022 · 41 citations

Architecture, Building Science, Data Science +17

An entropy-based causality framework for cross-level faults diagnosis and isolation in building HVAC systems

Jiajing Huang, Naghmeh Ghalamsiah, Abhidnya Patharkar et al. · Energy and Buildings · 2024 · 14 citations

Engineering, Architectural Engineering, Systems Engineering +15

Eigen-Entropy: A metric for multivariate sampling decisions

Jiajing Huang, Hyunsoo Yoon, Teresa Wu et al. · Information Sciences · 2022 · 13 citations

Computing, Computer Science, Data Mining +10

A hardware-in-the-loop (HIL) testbed for cyber-physical energy systems in smart commercial buildings

Guowen Li, Zhiyao Yang, Yangyang Fu et al. · Science and Technology for the Built Environment · 2024 · 12 citations

Engineering, Building Science, Systems Engineering +17