A multi-energy load prediction of a building using the multi-layer perceptron neural network method with different optimization algorithms

Multi-objective 4E analysis for a building integrated photovoltaic thermal double skin Façade system

(2022) Mahdi Shakouri et al.   SOLAR ENERGY

Proposing a hybrid metaheuristic optimization algorithm and machine learning model for energy use forecast in non-residential buildings

(2022) Ngoc-Tri Ngo et al.   Scientific Reports

A solar thermal driven ORC-VFR system employed in subtropical Mediterranean climatic building

(2022) Hooman Azad Gilani et al.   ENERGY

Performance analysis of integrated solar heat pump VRF system for the low energy building in Mediterranean island

(2021) Hooman Azad Gilani et al.   RENEWABLE ENERGY

A geothermal and solar-based multigeneration system integrated with a TEG unit: Development, 3E analyses, and multi-objective optimization

(2021) Alireza Mahmoudan et al.   APPLIED ENERGY

Energy consumption prediction of appliances using machine learning and multi-objective binary grey wolf optimization for feature selection

(2021) Dorin Moldovan et al.   APPLIED SOFT COMPUTING

A multigeneration cascade system using ground-source energy with cold recovery: 3E analyses and multi-objective optimization

(2021) Alireza Mahmoudan et al.   ENERGY

The real-time dynamic multi-objective optimization of a building integrated photovoltaic thermal (BIPV/T) system enhanced by phase change materials

(2021) Ali Sohani et al.   Journal of Energy Storage

Teaching–learning-based metaheuristic scheme for modifying neural computing in appraising energy performance of building

(2020) Guofeng Zhou et al.   ENGINEERING WITH COMPUTERS

Prediction and optimization of energy consumption in an office building using artificial neural network and a genetic algorithm

(2020) Marjan Ilbeigi et al.   Sustainable Cities and Society

Energy saving obtainable by applying a commercially available M-cycle evaporative cooling system to the air conditioning of an office building in North Italy

(2019) Enzo Zanchini et al.   ENERGY

Artificial Neural Network Control of Battery Energy Storage System to Damp-Out Inter-Area Oscillations in Power Systems

(2019) Heung-Jae Lee et al.   Energies

Optimization of HVAC system energy consumption in a building using artificial neural network and multi-objective genetic algorithm

(2019) Nasruddin et al.   Sustainable Energy Technologies and Assessments

Achieving housing energy-efficiency requirements: Methodologies and impacts on housing construction cost and energy performance

(2019) Regina Dias Barkokebas et al.   Journal of Building Engineering

An artificial neural network (ANN) expert system enhanced with the electromagnetism-based firefly algorithm (EFA) for predicting the energy consumption in buildings

(2019) Dac-Khuong Bui et al.   ENERGY

Real-time activity recognition for energy efficiency in buildings

(2018) Simin Ahmadi-Karvigh et al.   APPLIED ENERGY

Augmented grey wolf optimizer for grid-connected PMSG-based wind energy conversion systems

(2018) Mohammed H. Qais et al.   APPLIED SOFT COMPUTING

A modified firefly algorithm-artificial neural network expert system for predicting compressive and tensile strength of high-performance concrete

(2018) Dac-Khuong Bui et al.   CONSTRUCTION AND BUILDING MATERIALS

How much energy will buildings consume in 2100? A global perspective within a scenario framework

(2018) Antoine Levesque et al.   ENERGY

A hybrid teaching-learning artificial neural network for building electrical energy consumption prediction

(2018) Kangji Li et al.   ENERGY AND BUILDINGS

Energy consumption forecasting based on Elman neural networks with evolutive optimization

(2018) L.G.B. Ruiz et al.   EXPERT SYSTEMS WITH APPLICATIONS

Stochastic multi-objective energy management in residential microgrids with combined cooling, heating, and power units considering battery energy storage systems and plug-in hybrid electric vehicles

(2018) Mostafa Sedighizadeh et al.   JOURNAL OF CLEANER PRODUCTION

Modeling the heating and cooling energy demand of urban buildings at city scale

(2018) Loïc Frayssinet et al.   RENEWABLE & SUSTAINABLE ENERGY REVIEWS

Partial shading mitigation of PV systems via different meta-heuristic techniques

(2018) Mohamed A. Mohamed et al.   RENEWABLE ENERGY

Application and suitability analysis of the key technologies in nearly zero energy buildings in China

(2018) Zhijian Liu et al.   RENEWABLE & SUSTAINABLE ENERGY REVIEWS

Multi-objective optimization of district heating and cooling systems for a one-year time horizon

(2018) Hrvoje Dorotić et al.   ENERGY

Global MPPT based on flower pollination and differential evolution algorithms to mitigate partial shading in building integrated PV system

(2017) Ahmed A. Zaki Diab et al.   SOLAR ENERGY

Energy savings from temperature setpoints and deadband: Quantifying the influence of building and system properties on savings

(2016) Ali Ghahramani et al.   APPLIED ENERGY

Prediction of residential building energy consumption: A neural network approach

(2016) M.A. Rafe Biswas et al.   ENERGY

Nature-Inspired Metaheuristic Regression System: Programming and Implementation for Civil Engineering Applications

(2016) Jui-Sheng Chou et al.   JOURNAL OF COMPUTING IN CIVIL ENGINEERING

Effect of facade components on energy efficiency in office buildings

(2015) Takeshi Ihara et al.   APPLIED ENERGY

Multi-Verse Optimizer: a nature-inspired algorithm for global optimization

(2015) Seyedali Mirjalili et al.   NEURAL COMPUTING & APPLICATIONS

Grey Wolf Optimizer

(2014) Seyedali Mirjalili et al.   ADVANCES IN ENGINEERING SOFTWARE

Modeling heating and cooling loads by artificial intelligence for energy-efficient building design

(2014) Jui-Sheng Chou et al.   ENERGY AND BUILDINGS

Accurate quantitative estimation of energy performance of residential buildings using statistical machine learning tools

(2012) Athanasios Tsanas et al.   ENERGY AND BUILDINGS

Neural networks based predictive control for thermal comfort and energy savings in public buildings

(2012) P.M. Ferreira et al.   ENERGY AND BUILDINGS

Wolf-pack (Canis lupus) hunting strategies emerge from simple rules in computational simulations

(2011) C. Muro et al.   BEHAVIOURAL PROCESSES

Optimization of PEMFC model parameters with a modified particle swarm optimization

(2010) Alireza Askarzadeh et al.   INTERNATIONAL JOURNAL OF ENERGY RESEARCH

Comparison between detailed model simulation and artificial neural network for forecasting building energy consumption

(2008) Alberto Hernandez Neto et al.   ENERGY AND BUILDINGS

A review on buildings energy consumption information

(2007) Luis Pérez-Lombard et al.   ENERGY AND BUILDINGS