CNN-LSTM architecture for predictive indoor temperature modeling

LSTM-based indoor air temperature prediction framework for HVAC systems in smart buildings

(2020) Fatma Mtibaa et al.   NEURAL COMPUTING & APPLICATIONS

Measuring the right factors: A review of variables and models for thermal comfort and indoor air quality

(2020) Nan Ma et al.   RENEWABLE & SUSTAINABLE ENERGY REVIEWS

Predicting residential energy consumption using CNN-LSTM neural networks

(2019) Tae-Young Kim et al.   ENERGY

Smart Building: Use of the Artificial Neural Network Approach for Indoor Temperature Forecasting

(2018) Nivine Attoue et al.   Energies

Real-time prediction model for indoor temperature in a commercial building

(2018) Zakia Afroz et al.   APPLIED ENERGY

Forecasting indoor temperatures during heatwaves using time series models

(2018) Matej Gustin et al.   BUILDING AND ENVIRONMENT

Improving prediction performance for indoor temperature in public buildings based on a novel deep learning method

(2018) Chengliang Xu et al.   BUILDING AND ENVIRONMENT

A review of thermal comfort models and indicators for indoor environments

(2017) Diana Enescu   RENEWABLE & SUSTAINABLE ENERGY REVIEWS

Gray-box modeling and validation of residential HVAC system for control system design

(2015) Abdul Afram et al.   APPLIED ENERGY

Black-box modeling of residential HVAC system and comparison of gray-box and black-box modeling methods

(2015) Abdul Afram et al.   ENERGY AND BUILDINGS

Review of modeling methods for HVAC systems

(2014) Abdul Afram et al.   APPLIED THERMAL ENGINEERING

Modeling and short-term prediction of HVAC system with a clustering algorithm

(2014) Fan Tang et al.   ENERGY AND BUILDINGS

Theory and applications of HVAC control systems – A review of model predictive control (MPC)

(2013) Abdul Afram et al.   BUILDING AND ENVIRONMENT

Time series classification for the prediction of dialysis in critically ill patients using echo statenetworks

(2012) Femke Ongenae et al.   ENGINEERING APPLICATIONS OF ARTIFICIAL INTELLIGENCE