Artificial intelligence application for the performance prediction of a clean energy community

Optimal design of renewable sources of PV /wind/ FC generation for power system reliability and cost using MA‐RBFNN approach

(2021) Krishnakumar Ramasamy et al.   INTERNATIONAL JOURNAL OF ENERGY RESEARCH

Prospective Methodologies in Hybrid Renewable Energy Systems for Energy Prediction Using Artificial Neural Networks

(2021) Md Mijanur Rahman et al.   Sustainability

An improved deep belief network based hybrid forecasting method for wind power

(2021) Shuai Hu et al.   ENERGY

Implementation hypothesis of the Apulia ITACA Protocol at district level – part I: The model

(2021) Paolo Maria Congedo et al.   Sustainable Cities and Society

Implementation hypothesis of the Apulia ITACA Protocol at district level – part II: The case study

(2021) Paolo Maria Congedo et al.   Sustainable Cities and Society

Introducing reinforcement learning to the energy system design process

(2020) A.T.D. Perera et al.   APPLIED ENERGY

Machine-learning based hybrid demand-side controller for high-rise office buildings with high energy flexibilities

(2020) Yuekuan Zhou et al.   APPLIED ENERGY

Optimization of photovoltaic battery swapping station based on weather/traffic forecasts and speed variable charging

(2020) Jiawei Feng et al.   APPLIED ENERGY

Prediction of photovoltaic power output based on similar day analysis, genetic algorithm and extreme learning machine

(2020) Yi Zhou et al.   ENERGY

A Salp-Swarm Optimization based MPPT technique for harvesting maximum energy from PV systems under partial shading conditions

(2020) Adeel Feroz Mirza et al.   ENERGY CONVERSION AND MANAGEMENT

A review on renewable energy and electricity requirement forecasting models for smart grid and buildings

(2020) Tanveer Ahmad et al.   Sustainable Cities and Society

Environmental and economic multi-objective optimization of a household level hybrid renewable energy system by genetic algorithm

(2020) Martin János Mayer et al.   APPLIED ENERGY

An economic assessment of near-shore wind farm development using a weather research forecast-based genetic algorithm model

(2020) A.Z. Dhunny et al.   ENERGY

Wind power forecasting of an offshore wind turbine based on high-frequency SCADA data and deep learning neural network

(2020) Zi Lin et al.   ENERGY

Management of photovoltaic excess electricity generation via the power to hydrogen concept: A year-round dynamic assessment using Artificial Neural Networks

(2020) Amine Allouhi   INTERNATIONAL JOURNAL OF HYDROGEN ENERGY

Wind source potential assessment using Sentinel 1 satellite and a new forecasting model based on machine learning: A case study Sardinia islands

(2020) M. Majidi Nezhad et al.   RENEWABLE ENERGY

Solar radiation prediction using recurrent neural network and artificial neural network: A case study with comparisons

(2020) Zhihong Pang et al.   RENEWABLE ENERGY

Worldwide geographical mapping and optimization of stand-alone and grid-connected hybrid renewable system techno-economic performance across Köppen-Geiger climates

(2020) Domenico Mazzeo et al.   APPLIED ENERGY

Cleaner production of combined cooling, heating, power and water for isolated buildings with an innovative hybrid (solar, wind and LPG fuel) system

(2020) Sepehr Sanaye et al.   JOURNAL OF CLEANER PRODUCTION

A combined forecasting system based on statistical method, artificial neural networks, and deep learning methods for short-term wind speed forecasting

(2020) Ping Jiang et al.   ENERGY

Short-term wind speed forecasting using recurrent neural networks with error correction

(2020) Jikai Duan et al.   ENERGY

Modeling of solar energy systems using artificial neural network: A comprehensive review

(2019) Ammar H. Elsheikh et al.   SOLAR ENERGY

Reinforcement learning based adaptive power pinch analysis for energy management of stand-alone hybrid energy storage systems considering uncertainty

(2019) Bassey Etim Nyong-Bassey et al.   ENERGY

A heuristic-based approach for optimizing a small independent solar and wind hybrid power scheme incorporating load forecasting

(2019) Weiping Zhang et al.   JOURNAL OF CLEANER PRODUCTION

Sizing a stand-alone solar-wind-hydrogen energy system using weather forecasting and a hybrid search optimization algorithm

(2018) Weiping Zhang et al.   ENERGY CONVERSION AND MANAGEMENT

Solar and wind assisted heat pump to meet the building air conditioning and electric energy demand in the presence of an electric vehicle charging station and battery storage

(2018) Domenico Mazzeo   JOURNAL OF CLEANER PRODUCTION

Nocturnal electric vehicle charging interacting with a residential photovoltaic-battery system: a 3E (energy, economic and environmental) analysis

(2018) Domenico Mazzeo   ENERGY

Renewable energy: Present research and future scope of Artificial Intelligence

(2017) Sunil Kr. Jha et al.   RENEWABLE & SUSTAINABLE ENERGY REVIEWS

Impacts of a forecast-based operation strategy for grid-connected PV storage systems on profitability and the energy system

(2017) Anna-Lena Klingler et al.   SOLAR ENERGY

Observed and projected climate shifts 1901-2100 depicted by world maps of the Köppen-Geiger climate classification

(2010) Franz Rubel et al.   METEOROLOGISCHE ZEITSCHRIFT