Xinbin Liang

IoT-based intelligent energy management system for optimal planning of HVAC devices in net-zero emissions PV-battery building considering demand compliance

Xinbin Liang, Kang Chen, Siliang Chen et al. · Energy Conversion and Management · 2023 · 54 citations

Architecture, Building Science, Energy Management +16

Domain knowledge decomposition of building energy consumption and a hybrid data-driven model for 24-h ahead predictions

Xinbin Liang, Siliang Chen, Xu Zhu et al. · Applied Energy · 2023 · 48 citations

Architecture, Architectural Engineering, Building Science +16

Physics-constrained cooperative learning-based reference models for smart management of chillers considering extrapolation scenarios

Xinbin Liang, Xu Zhu, Siliang Chen et al. · Applied Energy · 2023 · 38 citations · Full text

Engineering, Mechanical Engineering, Systems Engineering +12

Knowledge-infused deep learning diagnosis model with self-assessment for smart management in HVAC systems

Zhimin Du, Xinbin Liang, Siliang Chen et al. · Energy · 2022 · 29 citations

Computing, Computer Science, Systems Engineering +16

Partial domain adaption based prediction calibration methodology for fault detection and diagnosis of chillers under variable operational condition scenarios

Xinbin Liang, Pengcheng Li, Siliang Chen et al. · Building and Environment · 2022 · 28 citations

Engineering, Electrical Engineering, Systems Engineering +16