Lechen Li

Short-term apartment-level load forecasting using a modified neural network with selected auto-regressive features

Lechen Li, Christoph J. Meinrenken, Vijay Modi et al. · Applied Energy · 2021 · 78 citations · Full text

Forecasting Methodology, Modified Neural Network, Demand Forecasting +5

Structural damage assessment through a new generalized autoencoder with features in the quefrency domain

Lechen Li, Marcello Morgantini, Raimondo Betti · Mechanical Systems and Signal Processing · 2022 · 37 citations

Structural Damage Assessment, Damage Mechanism, Engineering +10

Impacts of COVID-19 related stay-at-home restrictions on residential electricity use and implications for future grid stability

Lechen Li, Christoph J. Meinrenken, Vijay Modi et al. · Energy and Buildings · 2021 · 25 citations · Full text

Engineering, Smart Grid, Residential Electricity Use +5

A machine learning-based data augmentation strategy for structural damage classification in civil infrastructure system

Lechen Li, Raimondo Betti · Journal of Civil Structural Health Monitoring · 2023 · 18 citations

Data Classification, Data Augmentation, Engineering +12

Experimental investigation of the dynamic mechanical properties of concrete under different strain rates and cyclic loading

Lei Gan, Yu Liu, Zongliang Zhang et al. · Case Studies in Construction Materials · 2023 · 10 citations · Full text