Development and optimization of artificial neural network algorithms for the prediction of building specific local temperature for HVAC control

An artificial neural network model using outdoor environmental parameters and residential building characteristics for predicting the nighttime natural ventilation effect

(2019) Xilei Dai et al.   BUILDING AND ENVIRONMENT

Reconstruction of the indoor temperature dataset of a house using data driven models for performance evaluation

(2018) Luis M. Candanedo et al.   BUILDING AND ENVIRONMENT

Model Predictive Control (MPC) for Enhancing Building and HVAC System Energy Efficiency: Problem Formulation, Applications and Opportunities

(2018) Gianluca Serale et al.   Energies

Development of an accurate gray-box model of ubiquitous residential HVAC system for precise performance prediction during summer and winter seasons

(2018) Abdul Afram et al.   ENERGY AND BUILDINGS

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

(2018) Chengliang Xu et al.   BUILDING AND ENVIRONMENT

Assessment of deep recurrent neural network-based strategies for short-term building energy predictions

(2018) Cheng Fan et al.   APPLIED ENERGY

Artificial neural network (ANN) based model predictive control (MPC) and optimization of HVAC systems: A state of the art review and case study of a residential HVAC system

(2017) Abdul Afram et al.   ENERGY AND BUILDINGS

Smart Random Neural Network Controller for HVAC Using Cloud Computing Technology

(2017) Abbas Javed et al.   IEEE Transactions on Industrial Informatics

A review of Internet of Things for smart home: Challenges and solutions

(2017) Biljana L. Risteska Stojkoska et al.   JOURNAL OF CLEANER PRODUCTION

Achieving Efficient and Secure Data Acquisition for Cloud-Supported Internet of Things in Smart Grid

(2017) Zhitao Guan et al.   IEEE Internet of Things Journal

Urban planning and building smart cities based on the Internet of Things using Big Data analytics

(2016) M. Mazhar Rathore et al.   Computer Networks

Enhanced Fingerprinting and Trajectory Prediction for IoT Localization in Smart Buildings

(2016) Kai Lin et al.   IEEE Transactions on Automation Science and Engineering

Least squares support vector machine for short-term prediction of meteorological time series

(2012) A. Mellit et al.   THEORETICAL AND APPLIED CLIMATOLOGY

Predicting monthly streamflow using data-driven models coupled with data-preprocessing techniques

(2009) C. L. Wu et al.   WATER RESOURCES RESEARCH

Daily means ambient temperature prediction using artificial neural network method: A case study of Turkey

(2008) Ömer Altan Dombaycı et al.   RENEWABLE ENERGY