Combining transfer learning and constrained long short-term memory for power generation forecasting of newly-constructed photovoltaic plants

Deep Learning Based Forecasting of Photovoltaic Power Generation by Incorporating Domain Knowledge

(2021) Xing Luo et al.   ENERGY

Energy management of heavy-duty fuel cell vehicles in real-world driving scenarios: Robust design of strategies to maximize the hydrogen economy and system lifetime

(2021) Alessandro Ferrara et al.   ENERGY CONVERSION AND MANAGEMENT

Deep learning neural networks for short-term photovoltaic power forecasting

(2021) A. Mellit et al.   RENEWABLE ENERGY

A temporal distributed hybrid deep learning model for day-ahead distributed PV power forecasting

(2021) Yinpeng Qu et al.   APPLIED ENERGY

Forecasting intra-hour variance of photovoltaic power using a new integrated model

(2021) Mawloud Guermoui et al.   ENERGY CONVERSION AND MANAGEMENT

Short-term photovoltaic power forecasting method based on irradiance correction and error forecasting

(2021) Yanhong Ma et al.   Energy Reports

Transfer Learning Through Deep Learning: Application to Topology Optimization of Electric Motor

(2020) Jo Asanuma et al.   IEEE TRANSACTIONS ON MAGNETICS

Deep learning of subsurface flow via theory-guided neural network

(2020) Nanzhe Wang et al.   JOURNAL OF HYDROLOGY

Review on forecasting of photovoltaic power generation based on machine learning and metaheuristic techniques

(2019) Muhammad Naveed Akhter et al.   IET Renewable Power Generation

Deep Learning for Electromyographic Hand Gesture Signal Classification Using Transfer Learning

(2019) Ulysse Cote-Allard et al.   IEEE TRANSACTIONS ON NEURAL SYSTEMS AND REHABILITATION ENGINEERING

A parametric bootstrap algorithm for cluster number determination of load pattern categorization

(2019) Xing Luo et al.   ENERGY

A review of deep learning for renewable energy forecasting

(2019) Huaizhi Wang et al.   ENERGY CONVERSION AND MANAGEMENT

Weather-Classification-MARS-Based Photovoltaic Power Forecasting for Energy Imbalance Market

(2019) Xiaoning Zhang et al.   IEEE TRANSACTIONS ON INDUSTRIAL ELECTRONICS

Time series prediction for output of multi-region solar power plants

(2019) Jianqin Zheng et al.   APPLIED ENERGY

Two-Layer Transfer-Learning-Based Architecture for Short-Term Load Forecasting

(2019) Long Cai et al.   IEEE Transactions on Industrial Informatics

Data-Analytic-Based Adaptive Solar Energy Forecasting Framework

(2018) Yashar Sahraei Manjili et al.   IEEE Systems Journal

Short-Term Solar Power Forecasting Based on Weighted Gaussian Process Regression

(2018) Hanmin Sheng et al.   IEEE TRANSACTIONS ON INDUSTRIAL ELECTRONICS

Short-term photovoltaic solar power forecasting using a hybrid Wavelet-PSO-SVM model based on SCADA and Meteorological information

(2018) Abinet Tesfaye Eseye et al.   RENEWABLE ENERGY

Incomplete Multisource Transfer Learning

(2018) Zhengming Ding et al.   IEEE Transactions on Neural Networks and Learning Systems

Short-term and regionalized photovoltaic power forecasting, enhanced by reference systems, on the example of Luxembourg

(2018) Daniel Koster et al.   RENEWABLE ENERGY

Generative adversarial networks and convolutional neural networks based weather classification model for day ahead short-term photovoltaic power forecasting

(2018) Fei Wang et al.   ENERGY CONVERSION AND MANAGEMENT

Vehicle Type Recognition in Surveillance Images From Labeled Web-Nature Data Using Deep Transfer Learning

(2017) Jitian Wang et al.   IEEE TRANSACTIONS ON INTELLIGENT TRANSPORTATION SYSTEMS

Short term solar radiation forecasting: Island versus continental sites

(2016) John Boland et al.   ENERGY

Transfer Learning Improves Supervised Image Segmentation Across Imaging Protocols

(2015) Annegreet van Opbroek et al.   IEEE TRANSACTIONS ON MEDICAL IMAGING

Real-time forecasting of solar irradiance ramps with smart image processing

(2015) Yinghao Chu et al.   SOLAR ENERGY

Comparison of different physical models for PV power output prediction

(2015) Alberto Dolara et al.   SOLAR ENERGY

An Improved Photovoltaic Power Forecasting Model With the Assistance of Aerosol Index Data

(2015) Jun Liu et al.   IEEE Transactions on Sustainable Energy

Scientific method: Statistical errors

(2014) Regina Nuzzo   NATURE

Large scale integration of photovoltaics in cities

(2012) Aneta Strzalka et al.   APPLIED ENERGY