Research and Application of Hybrid Forecasting Model Based on an Optimal Feature Selection System—A Case Study on Electrical Load Forecasting

Dynamic vibrations in wind energy systems: Application to vertical axis wind turbine

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ENTRUST: Energy trading under uncertainty in smart grid systems

(2016) Sudip Misra et al.   Computer Networks

Comparison and clustering analysis of the daily electrical load in eight European countries

(2016) Pietro Ferraro et al.   ELECTRIC POWER SYSTEMS RESEARCH

A review on performance of artificial intelligence and conventional method in mitigating PV grid-tied related power quality events

(2016) Ken Weng Kow et al.   RENEWABLE & SUSTAINABLE ENERGY REVIEWS

Load sharing behavior analysis method of wind turbine gearbox in consideration of multiple-errors

(2016) Shuai Mo et al.   RENEWABLE ENERGY

Wind speed forecasting approach using secondary decomposition algorithm and Elman neural networks

(2015) Hui Liu et al.   APPLIED ENERGY

Comparison of numerical weather prediction based deterministic and probabilistic wind resource assessment methods

(2015) Jie Zhang et al.   APPLIED ENERGY

Nonlinear torsional vibrations of a wind turbine gearbox

(2015) Mingming Zhao et al.   APPLIED MATHEMATICAL MODELLING

Talent management in manufacturing system using fuzzy logic approach

(2015) Buket Karatop et al.   COMPUTERS & INDUSTRIAL ENGINEERING

Day-ahead predictions of electricity consumption in a Swedish office building from weather, occupancy, and temporal data

(2015) C. Sandels et al.   ENERGY AND BUILDINGS

Comparison of new hybrid FEEMD-MLP, FEEMD-ANFIS, Wavelet Packet-MLP and Wavelet Packet-ANFIS for wind speed predictions

(2015) Hui Liu et al.   ENERGY CONVERSION AND MANAGEMENT

Detecting anomalies from big network traffic data using an adaptive detection approach

(2015) Ji Zhang et al.   INFORMATION SCIENCES

A novel random fuzzy neural networks for tackling uncertainties of electric load forecasting

(2015) Chin Wang Lou et al.   INTERNATIONAL JOURNAL OF ELECTRICAL POWER & ENERGY SYSTEMS

Short term load forecast using fuzzy logic and wavelet transform integrated generalized neural network

(2015) D.K. Chaturvedi et al.   INTERNATIONAL JOURNAL OF ELECTRICAL POWER & ENERGY SYSTEMS

Correlation and instance based feature selection for electricity load forecasting

(2015) Irena Koprinska et al.   KNOWLEDGE-BASED SYSTEMS

Robust optimization of ANFIS based on a new modified GA

(2015) Arezoo Sarkheyli et al.   NEUROCOMPUTING

Logics based on qualitative descriptors for scene understanding

(2015) Zoe Falomir et al.   NEUROCOMPUTING

New wind speed forecasting approaches using fast ensemble empirical model decomposition, genetic algorithm, Mind Evolutionary Algorithm and Artificial Neural Networks

(2015) Hui Liu et al.   RENEWABLE ENERGY

Analysis of effect of random perturbation on dynamic response of gear transmission system

(2014) Jingyue Wang et al.   CHAOS SOLITONS & FRACTALS

A Rolling Grey Model Optimized by Particle Swarm Optimization in Economic Prediction

(2014) Li Liu et al.   COMPUTATIONAL INTELLIGENCE

Short term electric load forecasting by wavelet transform and grey model improved by PSO (particle swarm optimization) algorithm

(2014) Saadat Bahrami et al.   ENERGY

Sensorless estimation of wind speed by adaptive neuro-fuzzy methodology

(2014) Shahaboddin Shamshirband et al.   INTERNATIONAL JOURNAL OF ELECTRICAL POWER & ENERGY SYSTEMS

Soft sensing of particle size in a grinding process: Application of support vector regression, fuzzy inference and adaptive neuro fuzzy inference techniques for online monitoring of cement fineness

(2014) Ajaya Kumar Pani et al.   POWDER TECHNOLOGY

Wind speed forecasting using a portfolio of forecasters

(2014) Mario Graff et al.   RENEWABLE ENERGY

The impact of copper scarcity on the efficiency of 2050 global renewable energy scenarios

(2013) J.H.M. Harmsen et al.   ENERGY

Short-term electric load and temperature forecasting using wavelet echo state networks with neural reconstruction

(2013) Ali Deihimi et al.   ENERGY

Zero energy buildings and sustainable development implications – A review

(2013) Danny H.W. Li et al.   ENERGY

Smart meter monitoring and data mining techniques for predicting refrigeration system performance

(2013) Jui-Sheng Chou et al.   EXPERT SYSTEMS WITH APPLICATIONS

Multivariate spline approximation of the signed distance function

(2013) Ren-Hong Wang et al.   JOURNAL OF COMPUTATIONAL AND APPLIED MATHEMATICS

Diagnostics of bearings in presence of strong operating conditions non-stationarity—A procedure of load-dependent features processing with application to wind turbine bearings

(2013) Radoslaw Zimroz et al.   MECHANICAL SYSTEMS AND SIGNAL PROCESSING

Solar radiation prediction using Artificial Neural Network techniques: A review

(2013) Amit Kumar Yadav et al.   RENEWABLE & SUSTAINABLE ENERGY REVIEWS

A hybrid forecasting approach applied to wind speed time series

(2013) Jianming Hu et al.   RENEWABLE ENERGY

Energy Load Forecasting Using Empirical Mode Decomposition and Support Vector Regression

(2013) Luca Ghelardoni et al.   IEEE Transactions on Smart Grid

Continuous wind speed models based on stochastic differential equations

(2012) Rafael Zárate-Miñano et al.   APPLIED ENERGY

An assessment of wind energy potential at the demonstration offshore wind farm in Korea

(2012) Ki-Yong Oh et al.   ENERGY

Cooperative coevolution of Elman recurrent neural networks for chaotic time series prediction

(2012) Rohitash Chandra et al.   NEUROCOMPUTING

Multiple architecture system for wind speed prediction

(2011) Hassen Bouzgou et al.   APPLIED ENERGY

Estimation of wind speed profile using adaptive neuro-fuzzy inference system (ANFIS)

(2011) M. Mohandes et al.   APPLIED ENERGY

Electric load forecasting by seasonal recurrent SVR (support vector regression) with chaotic artificial bee colony algorithm

(2011) Wei-Chiang Hong   ENERGY

Development of offshore wind power in China

(2011) Jinjin Chen   RENEWABLE & SUSTAINABLE ENERGY REVIEWS

Advantages and drawbacks of applying periodic time-variant modal analysis to spur gear dynamics

(2010) Rune Pedersen et al.   MECHANICAL SYSTEMS AND SIGNAL PROCESSING

Electricity demand load forecasting of the Hellenic power system using an ARMA model

(2009) S.Sp. Pappas et al.   ELECTRIC POWER SYSTEMS RESEARCH

Improvements in wind speed forecasts for wind power prediction purposes using Kalman filtering

(2008) P. Louka et al.   JOURNAL OF WIND ENGINEERING AND INDUSTRIAL AERODYNAMICS

Community cleverness required

(2008)   NATURE

Condition monitoring and fault detection of wind turbines and related algorithms: A review

(2007) Z. Hameed et al.   RENEWABLE & SUSTAINABLE ENERGY REVIEWS