Experimental and deep learning artificial neural network approach for evaluating grid-connected photovoltaic systems

A preliminary study of the degradation of large-scale c-Si photovoltaic system under four years of operation in semi-arid climates

(2019) Nallapaneni Manoj Kumar et al.   Results in Physics

Application of artificial neural networks for testing long-term energy policy targets

(2019) Damir J. Đozić et al.   ENERGY

Artificial neural network modeling and analysis of photovoltaic/thermal system based on the experimental study

(2019) Ali H.A. Al-Waeli et al.   ENERGY CONVERSION AND MANAGEMENT

The effect of dust accumulation and cleaning methods on PV panels’ outcomes based on an experimental study of six locations in Northern Oman

(2019) Hussein A. Kazem et al.   SOLAR ENERGY

An overall exergy analysis of glass-tedlar photovoltaic thermal air collector incorporating thermoelectric cooler: A comparative study using artificial neural networks

(2019) Neha Dimri et al.   ENERGY CONVERSION AND MANAGEMENT

Mathematical and neural network modeling for predicting and analyzing of nanofluid-nano PCM photovoltaic thermal systems performance

(2019) Ali H.A. Al-Waeli et al.   RENEWABLE ENERGY

Deep learning hybrid method for islanding detection in distributed generation

(2018) Xiangrui Kong et al.   APPLIED ENERGY

Comparison study of indoor/outdoor experiments of a photovoltaic thermal PV/T system containing SiC nanofluid as a coolant

(2018) Ali H.A. Al-Waeli et al.   ENERGY

Solar irradiance forecasting and energy optimization for achieving nearly net zero energy building

(2018) A. Naveen Chakkaravarthy et al.   Journal of Renewable and Sustainable Energy

Application of ANN technique to predict the performance of solar collector systems - A review

(2018) Harish Kumar Ghritlahre et al.   RENEWABLE & SUSTAINABLE ENERGY REVIEWS

Deep-learning based fault diagnosis using computer-visualised power flow

(2018) Songyan Wang et al.   IET Generation Transmission & Distribution

Deep learning in spiking neural networks

(2018) Amirhossein Tavanaei et al.   NEURAL NETWORKS

Measured performance evaluation of a 1.4 kW grid connected desert type PV in Oman

(2018) A.H. Al-Badi   Energy for Sustainable Development

Three years ahead solar irradiance forecasting to quantify degradation influenced energy potentials from thin film (a-Si) photovoltaic system

(2018) Nallapaneni Manoj Kumar et al.   Results in Physics

Parallel memetic algorithm for training recurrent neural networks for the energy efficiency problem

(2018) L.G.B. Ruiz et al.   APPLIED SOFT COMPUTING

Hybrid deep learning and empirical mode decomposition model for time series applications

(2018) Hao-Fan Yang et al.   EXPERT SYSTEMS WITH APPLICATIONS

Comparison of prediction methods of photovoltaic power system production using a measured dataset

(2017) Hussein A. Kazem et al.   ENERGY CONVERSION AND MANAGEMENT

Application of extreme learning machine for short term output power forecasting of three grid-connected PV systems

(2017) Monowar Hossain et al.   JOURNAL OF CLEANER PRODUCTION

LSTM: A Search Space Odyssey

(2017) Klaus Greff et al.   IEEE Transactions on Neural Networks and Learning Systems

Real-Time Detection of False Data Injection Attacks in Smart Grid: A Deep Learning-Based Intelligent Mechanism

(2017) Youbiao He et al.   IEEE Transactions on Smart Grid

Performance evaluation of two PV technologies (c-Si and CIS) for building integrated photovoltaic based on tropical climate condition: A case study in Malaysia

(2016) Ali M. Humada et al.   ENERGY AND BUILDINGS

Performance evaluation of photovoltaic systems on Kuwaiti schools’ rooftop

(2015) A. Al-Otaibi et al.   ENERGY CONVERSION AND MANAGEMENT

Performance and feasibility assessment of a 1.4kW roof top grid-connected photovoltaic power system under desertic weather conditions

(2014) Hussein A. Kazem et al.   ENERGY AND BUILDINGS

Performance analysis and comparison of two silicon material based photovoltaic technologies under actual climatic conditions in Western India

(2014) Brijesh Tripathi et al.   ENERGY CONVERSION AND MANAGEMENT

A review of unsupervised feature learning and deep learning for time-series modeling

(2014) Martin Längkvist et al.   PATTERN RECOGNITION LETTERS

Sizing of a standalone photovoltaic/battery system at minimum cost for remote housing electrification in Sohar, Oman

(2013) Hussein A. Kazem et al.   ENERGY AND BUILDINGS

Design and performance evaluation of a photovoltaic grid-connected system in hot weather conditions

(2012) Ammar M. Al-Sabounchi et al.   RENEWABLE ENERGY

An intelligent method for sizing optimization in grid-connected photovoltaic system

(2012) Shahril Irwan Sulaiman et al.   SOLAR ENERGY

Estimating global solar radiation using artificial neural network and air temperature data in a semi-arid environment

(2010) Ali Rahimikhoob   RENEWABLE ENERGY

The potential of different artificial neural network (ANN) techniques in daily global solar radiation modeling based on meteorological data

(2010) M.A. Behrang et al.   SOLAR ENERGY

Performance analysis of a grid connected photovoltaic park on the island of Crete

(2009) Emmanuel Kymakis et al.   ENERGY CONVERSION AND MANAGEMENT

Grid-connected photovoltaic power systems: Technical and potential problems—A review

(2009) Mohamed A. Eltawil et al.   RENEWABLE & SUSTAINABLE ENERGY REVIEWS