Journal ArticleDOI
Estimation of monthly solar radiation distribution for solar energy system analysis
TLDR
In this article, the concept of probability density frequency (PDF) was used for estimating solar radiation distributions for design and analysis of solar energy systems, and a case study was conducted with actual global solar irradiation data of the last 15 years recorded by the Turkish State Meteorological Service.About:
This article is published in Energy.The article was published on 2011-02-01. It has received 66 citations till now. The article focuses on the topics: Photovoltaic thermal hybrid solar collector & Solar energy.read more
Citations
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Journal ArticleDOI
Solar radiation prediction using Artificial Neural Network techniques: A review
TL;DR: In this paper, the main objective of this study is to review Artificial Neural Network (ANN) based techniques in order to identify suitable methods available in the literature for solar radiation prediction and to identify research gaps.
Journal ArticleDOI
Review of building energy modeling for control and operation
Xiwang Li,Jin Wen +1 more
TL;DR: In this paper, an up-to-date overview of research on application of building energy modeling methods in optimal control for single building and multiple buildings is also summarized in this paper, and different model-based and model-free optimization methods for building energy system operation are reviewed and compared.
Journal ArticleDOI
A review on renewable energy and electricity requirement forecasting models for smart grid and buildings
TL;DR: A critical and systematic review of renewable energy and electricity prediction models applied as an energy planning tool and three major states-of-art forecasting classifications: machine learning algorithms; ensemble-based approaches; iii) and artificial neural networks are analyzed.
Journal ArticleDOI
Short-term prediction of photovoltaic energy generation by intelligent approach
TL;DR: In this paper, the authors adopt the artificial neural network (ANN) to mimic the nonlinear correlation between the metrological parameters and energy generated by the photovoltaic (PV) system and find that short-term prediction performance is comparable with real-time prediction performance when ahead solar angles are applied to the predictions.
Journal ArticleDOI
An assessment of regional vulnerability of rice to climate change in India
Naresh Kumar Soora,Pramod K. Aggarwal,Pramod K. Aggarwal,Rani Saxena,Swaroopa Rani,Surabhi Jain,Nitin Chauhan +6 more
TL;DR: In this article, a simulation analysis was carried out using the InfoCrop-rice model to quantify impacts and adaptation gains, as well as to identify vulnerable regions for irrigated and rain fed rice cultivation in future climates in India.
References
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Journal ArticleDOI
Artificial neural networks for the prediction of the energy consumption of a passive solar building
TL;DR: In this paper, a multilayer recurrent architecture using the standard back-propagation learning algorithm has been applied to predict the energy consumption of a passive solar building for two seasons: winter and summer.
Study of a solar PVedieselebattery hybrid power system for a remotely located population near Rafha, Saudi Arabia
TL;DR: In this article, the authors presented a PV-diesel hybrid power system with battery backup for a village being fed with diesel generated electricity to displace part of the diesel by solar.
Journal ArticleDOI
Study of a solar PV–diesel–battery hybrid power system for a remotely located population near Rafha, Saudi Arabia
TL;DR: In this article, the authors presented a PV-diesel hybrid power system with battery backup for a village being fed with diesel generated electricity to displace part of the diesel by solar.
Journal ArticleDOI
Energy and exergy analyses of solar drying process of pistachio
Adnan Midilli,Haydar Kucuk +1 more
TL;DR: In this paper, an energy and exergy analysis of the drying process of shelled and unshelled pistachios using a solar drying cabinet was carried out using the first law of thermodynamics.
Journal ArticleDOI
An experimental study on energy generation with a photovoltaic (PV)-solar thermal hybrid system
TL;DR: In this article, a hybrid system composed of a photovoltaic (PV) module and a solar thermal collector is constructed and tested for energy collection at a geographic location of Cyprus.