Wen Shen

Unsupervised learning for fault detection and diagnosis of air handling units

Ke Yan, Jing Huang, Wen Shen et al. · Energy and Buildings · 2019 · 164 citations

Fault Diagnosis, Engineering, Machine Learning +8

ARX model based fault detection and diagnosis for chillers using support vector machines

Ke Yan, Wen Shen, Timothy Mulumba et al. · Energy and Buildings · 2014 · 152 citations

Fault Diagnosis, Reliability Engineering, Engineering +11

Robust model-based fault diagnosis for air handling units

Timothy Mulumba, Afshin Afshari, Ke Yan et al. · Energy and Buildings · 2014 · 130 citations

Fault Diagnosis, Reliability Engineering, Engineering +5

Electric Load Forecasting Based on a Least Squares Support Vector Machine with Fuzzy Time Series and Global Harmony Search Algorithm

Yan Chen, Wei‐Chiang Hong, Wen Shen et al. · Energies · 2016 · 110 citations · Full text

Electrical Engineering, Engineering, Hybrid Algorithm +15

An ensemble model for day-ahead electricity demand time series forecasting

Wen Shen, Vahan Babushkin, Zeyar Aung et al. · 2013 · 60 citations

Forecasting Methodology, Probabilistic Forecasting, Engineering +14