Ocean wave energy forecasting using optimised deep learning neural networks

Forecasting, hindcasting and feature selection of ocean waves via recurrent and sequence-to-sequence networks

(2020) Mohammad Pirhooshyaran et al.   OCEAN ENGINEERING

A multi-layer perceptron approach for accelerated wave forecasting in Lake Michigan

(2020) Xi Feng et al.   OCEAN ENGINEERING

Optimization of neural network with wavelet transform and improved data selection using bat algorithm for short-term load forecasting

(2019) P.M.R. Bento et al.   NEUROCOMPUTING

Assessment of the uncertainty of estimated extreme quantiles by regional frequency analysis

(2019) C. Lucas et al.   OCEAN ENGINEERING

A machine learning framework to forecast wave conditions

(2018) Scott C. James et al.   COASTAL ENGINEERING

Ocean wave height prediction using ensemble of Extreme Learning Machine

(2018) N. Krishna Kumar et al.   NEUROCOMPUTING

Significant wave height and energy flux estimation with a Genetic Fuzzy System for regression

(2018) L. Cornejo-Bueno et al.   OCEAN ENGINEERING

Perspectives on a way forward for ocean renewable energy in Australia

(2018) Mark A. Hemer et al.   RENEWABLE ENERGY

Predicting sea wave height using Symbiotic Organisms Search (SOS) algorithm

(2018) Saeid Akbarifard et al.   OCEAN ENGINEERING

Sensorless PV Power Forecasting in Grid-Connected Buildings through Deep Learning

(2018) Junseo Son et al.   SENSORS

Wave prediction using wave rider position measurements and NARX network in wave energy conversion

(2018) Mohammed A.A. Desouky et al.   APPLIED OCEAN RESEARCH

Daily long-term traffic flow forecasting based on a deep neural network

(2018) Licheng Qu et al.   EXPERT SYSTEMS WITH APPLICATIONS

Coastal Wave Height Prediction using Recurrent Neural Networks (RNNs) in the South Caspian Sea

(2017) Tayeb Sadeghifar et al.   MARINE GEODESY

Regional ocean wave height prediction using sequential learning neural networks

(2017) N. Krishna kumar et al.   OCEAN ENGINEERING

Application of neural networks and support vector machine for significant wave height prediction

(2017) Jadran Berbić et al.   OCEANOLOGIA

Review of ocean tidal, wave and thermal energy technologies

(2017) N. Khan et al.   RENEWABLE & SUSTAINABLE ENERGY REVIEWS

Approximation of the joint probability density of wave steepness and height with a bivariate gamma distribution

(2016) E.M. Antão et al.   OCEAN ENGINEERING

Wave and tidal current energy – A review of the current state of research beyond technology

(2016) Andreas Uihlein et al.   RENEWABLE & SUSTAINABLE ENERGY REVIEWS

Wave Climate Resource Analysis Based on a Revised Gamma Spectrum for Wave Energy Conversion Technology

(2016) Jeremiah Pastor et al.   Sustainability

Wave Energy Resource along the Coast of Santa Catarina (Brazil)

(2015) Pasquale Contestabile et al.   Energies

Significant wave height and energy flux range forecast with machine learning classifiers

(2015) J.C. Fernández et al.   ENGINEERING APPLICATIONS OF ARTIFICIAL INTELLIGENCE

Selection of significant input variables for time series forecasting

(2015) H.D. Tran et al.   ENVIRONMENTAL MODELLING & SOFTWARE

Moth-flame optimization algorithm: A novel nature-inspired heuristic paradigm

(2015) Seyedali Mirjalili   KNOWLEDGE-BASED SYSTEMS

Simulating and forecasting ocean wave energy in western Canada

(2015) Gordon Reikard et al.   OCEAN ENGINEERING

Combining wave energy with wind and solar: Short-term forecasting

(2015) Gordon Reikard et al.   RENEWABLE ENERGY

Wave energy potential in Portugal–Assessment based on probabilistic description of ocean waves parameters

(2012) R.P.G. Mendes et al.   RENEWABLE ENERGY

Forecasting ocean wave energy: The ECMWF wave model and time series methods

(2011) Gordon Reikard et al.   OCEAN ENGINEERING

Significant wave height forecasting using wavelet fuzzy logic approach

(2010) Mehmet Özger   OCEAN ENGINEERING

Wave height forecasting in Dayyer, the Persian Gulf

(2010) B. Kamranzad et al.   OCEAN ENGINEERING

Progress in ocean wave forecasting

(2007) Peter A.E.M. Janssen   JOURNAL OF COMPUTATIONAL PHYSICS