A review on modeling of solar photovoltaic systems using artificial neural networks, fuzzy logic, genetic algorithm and hybrid models
The uncertainty associated with modeling and performance prediction of solar photovoltaic
systems could be easily and efficiently solved by artificial intelligence techniques. During the …
systems could be easily and efficiently solved by artificial intelligence techniques. During the …
Optimizing the thermal performance of solar energy devices using meta-heuristic algorithms: A critical review
Since solar energy is intermittent, finding the best solutions for solar operated devices is a
challenge. Multiple techniques exist to reach the best solutions for optimal solar operated …
challenge. Multiple techniques exist to reach the best solutions for optimal solar operated …
[HTML][HTML] Multi-objective optimizations and multi-criteria assessments for a nanofluid-aided geothermal PV hybrid system
Energy transition has brought widespread attentions to the concept of coupled utilization of
the geothermal and solar energy. This paper provides an integrated assessment on …
the geothermal and solar energy. This paper provides an integrated assessment on …
Hybrid photovoltaic/thermal and ground source heat pump: Review and perspective
Ground source heat pump (GSHP) is widely studied for building energy efficiency but suffers
from soil thermal imbalance and performance deterioration in heating-dominant regions …
from soil thermal imbalance and performance deterioration in heating-dominant regions …
A comparative performance analysis of ANN algorithms for MPPT energy harvesting in solar PV system
In this paper, artificial neural network (ANN) based Levenberg-Marquardt (LM), Bayesian
Regularization (BR) and Scaled Conjugate Gradient (SCG) algorithms are deployed in …
Regularization (BR) and Scaled Conjugate Gradient (SCG) algorithms are deployed in …
Multi-objective genetic algorithm based sizing optimization of a stand-alone wind/PV power supply system with enhanced battery/supercapacitor hybrid energy …
The present paper proposes a new approach to optimize the sizing of a multi-source
PV/Wind with Hybrid Energy Storage System (HESS). Hence, a developed modeling of all …
PV/Wind with Hybrid Energy Storage System (HESS). Hence, a developed modeling of all …
The role of sensitivity analysis in the building performance analysis: A critical review
A building system is highly nonlinear and commonly includes a variety of parameters
ranging from the architectural design to the building mechanical and energy system. Serving …
ranging from the architectural design to the building mechanical and energy system. Serving …
Optimization of an integrated system including a photovoltaic/thermal system and a ground source heat pump system for building energy supply in cold areas
G Qiu, K Li, W Cai, S Yu - Applied Energy, 2023 - Elsevier
The photovoltaic (PV) collectors tend to overheat in summer, which reduces the efficiency of
power generation. The unbalanced heating and cooling loads cause the ground source heat …
power generation. The unbalanced heating and cooling loads cause the ground source heat …
[HTML][HTML] A comprehensive review: study of artificial intelligence optimization technique applications in a hybrid microgrid at times of fault outbreaks
The use of fossil-fueled power stations to generate electricity has had a damaging effect
over the years, necessitating the need for alternative energy sources. Microgrids consisting …
over the years, necessitating the need for alternative energy sources. Microgrids consisting …
Recent advances and development in optimal design and control of ground source heat pump systems
Ground source heat pump (GSHP) systems have attracted wide attention in developing
energy-efficient buildings. Considering the high upfront cost of GSHP systems, appropriate …
energy-efficient buildings. Considering the high upfront cost of GSHP systems, appropriate …