Mengmeng Cai

Day-ahead building-level load forecasts using deep learning vs. traditional time-series techniques

Mengmeng Cai, Manisa Pipattanasomporn, Saifur Rahman · Applied Energy · 2018 · 448 citations

Forecasting Methodology, Traditional Time-series Techniques, Engineering +8

An Edge-Cloud Integrated Solution for Buildings Demand Response Using Reinforcement Learning

Xiangyu Zhang, Dave Biagioni, Mengmeng Cai et al. · IEEE Transactions on Smart Grid · 2020 · 100 citations · Full text

Artificial Intelligence, Engineering, Green Building +16

A Physical Probabilistic Network Model for Distribution Network Topology Recognition Using Smart Meter Data

Wei Jiang, Jinming Chen, Haibo Tang et al. · IEEE Transactions on Smart Grid · 2019 · 34 citations

State Estimation, Reliability Engineering, Engineering +13

Assessing Changes in the Ecosystem Services Value in Response to Land-Use/Land-Cover Dynamics in Shanghai from 2000 to 2020

Yuan Gong, Mengmeng Cai, Lei Yao et al. · International Journal of Environmental Research and Public Health · 2022 · 24 citations · Full text

Impact of HVAC Set Point Adjustment on Energy Savings and Peak Load Reductions in Buildings

Mengmeng Cai, Sneharaj Ramdaspalli, Manisa Pipattanasomporn et al. · 2018 · 23 citations

Engineering, Energy-efficient Design, Energy Efficiency +16