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1

Short-term electricity load and price forecasting by a new optimal LSTM-NN based prediction algorithm

Memarzadeh, Gholamreza, Keynia, Farshid

Journal:

Electric Power Systems Research

Year:

2021

File:

PDF, 289 KB

2021

2

A new feature selection algorithm and composite neural network for electricity price forecasting

Keynia, Farshid

Journal:

Engineering Applications of Artificial Intelligence

Year:

2012

Language:

english

File:

PDF, 572 KB

english, 2012

3

Cooperative Spectrum Sensing Meets Machine Learning: Deep Reinforcement Learning Approach

Sarikhani, Rahil, Keynia, Farshid

Journal:

IEEE Communications Letters

Year:

2020

Language:

english

File:

PDF, 1.08 MB

english, 2020

4

Day ahead price forecasting of electricity markets by a mixed data model and hybrid forecast method

Nima Amjady, Farshid Keynia

Journal:

International Journal of Electrical Power & Energy Systems

Year:

2008

Language:

english

File:

PDF, 1.37 MB

english, 2008

5

A New Model for Reliability-Centered Maintenance Prioritisation of Distribution Feeders

Afzali, Peyman, Keynia, Farshid, Rashidinejad, Masoud

Journal:

Year:

2019

Language:

english

File:

PDF, 853 KB

english, 2019

6

A new indexâbased method for optimal DG placement in distribution networks

Memarzadeh, Gholamreza, Keynia, Farshid

Journal:

Engineering Reports

Year:

2020

File:

PDF, 2.69 MB

2020

7

Short-term electricity price and load forecasting in isolated power grids based on composite neural network and gravitational search optimization algorithm

Heydari, Azim, Majidi Nezhad, Meysam, Pirshayan, Elmira, Astiaso Garcia, Davide, Keynia, Farshid, De Santoli, Livio

Journal:

Year:

2020

File:

PDF, 12.99 MB

2020

8

Mid-term electricity load forecasting by a new composite method based on optimal learning MLP algorithm

Askari, Mostafa, Keynia, Farshid

Journal:

IET Generation Transmission & Distribution

Year:

2020

File:

PDF, 6.22 MB

2020

9

Day-ahead price forecasting of electricity markets by a new feature selection algorithm and cascaded neural network technique

Nima Amjady, Farshid Keynia

Journal:

Energy Conversion and Management

Year:

2009

Language:

english

File:

PDF, 224 KB

english, 2009

10

Application of a new hybrid neuro-evolutionary system for day-ahead price forecasting of electricity markets

Nima Amjady, Farshid Keynia

Journal:

Applied Soft Computing

Year:

2010

Language:

english

File:

PDF, 484 KB

english, 2010

11

Electricity market price spike analysis by a hybrid data model and feature selection technique

Nima Amjady, Farshid Keynia

Journal:

Electric Power Systems Research

Year:

2010

Language:

english

File:

PDF, 606 KB

english, 2010

12

A new cascade NN based method to short-term load forecast in deregulated electricity market

Kouhi, Sajjad, Keynia, Farshid

Journal:

Energy Conversion and Management

Year:

2013

Language:

english

File:

PDF, 1015 KB

english, 2013

13

Optimal Planning for the Development of Power System in Respect to Distributed Generations Based on the Binary Dragonfly Algorithm

Kakueinejad, Mohammad Hossein, Heydari, Azim, Askari, Mostafa, Keynia, Farshid

Journal:

Applied Sciences

Year:

2020

File:

PDF, 1.03 MB

2020

14

Mid-term load forecasting of power systems by a new prediction method

Nima Amjady, Farshid Keynia

Journal:

Energy Conversion and Management

Year:

2008

Language:

english

File:

PDF, 735 KB

english, 2008

15

New two layer Volt/var/ THD control in distribution network based on PVs output and load forecast errors

Sayadi, Fahimeh, esmaeili, saeid, Keynia, Farshid

Journal:

IET Generation Transmission & Distribution

Year:

2017

Language:

english

File:

PDF, 1.19 MB

english, 2017

16

The Prediction of the Risk Level of Pulmonary Embolism and Deep Vein Thrombosis through Artificial Neural Network

Agharezaei, Laleh, Agharezaei, Zhila, Nemati, Ali, Bahaadinbeigy, Kambiz, Keynia, Farshid, Baneshi, Mohammad, Iranpour, Abedin, Agharezaei, Moslem

Journal:

Acta Informatica Medica

Year:

2016

Language:

english

File:

PDF, 429 KB

english, 2016

17

A two‐stage stochastic programming framework for risk‐based day‐ahead operation of a virtual power plant

Emarati, Mohammadreza, Keynia, Farshid, Rashidinejad, Masoud

Journal:

International Transactions on Electrical Energy Systems

Year:

2020

Language:

english

File:

PDF, 3.84 MB

english, 2020

18

Renewable Energies Generation and Carbon Dioxide Emission Forecasting in Microgrids and National Grids using GRNN-GWO Methodology

Heydari, Azim, Garcia, Davide Astiaso, Keynia, Farshid, Bisegna, Fabio, Santoli, Livio De

Journal:

Energy Procedia

Year:

2019

Language:

english

File:

PDF, 765 KB

english, 2019

19

Feeder reconfiguration and capacitor allocation in the presence of non-linear loads using new P-PSO algorithm

Keynia, Farshid, Esmaeili, Saeid, Sayadi, Fahimeh

Journal:

IET Generation Transmission & Distribution

Year:

2016

Language:

english

File:

PDF, 780 KB

english, 2016

20

[IEEE 2017 2nd International Conference on Computer and Communication Systems (ICCCS) - Krakow, Poland (2017.7.11-2017.7.14)] 2017 2nd International Conference on Computer and Communication Systems (ICCCS) - Designing of customer and employee churn prediction model based on data mining method and neural predictor

Dolatabadi, Sepideh Hassankhani, Keynia, Farshid

Year:

2017

Language:

english

File:

PDF, 258 KB

english, 2017

21

An optimal design to provide combined cooling, heating, and power of residential buildings

Keynia, Farshid

Journal:

International Journal of Modelling and Simulation

Year:

2018

Language:

english

File:

PDF, 2.85 MB

english, 2018

22

A New Neural Network Approach to Short Term Load Forecasting of Electrical Power Systems

Amjady, Nima, Keynia, Farshid

Journal:

Year:

2011

Language:

english

File:

PDF, 552 KB

english, 2011

23

Generation expansion planning by considering energy-efficiency programs in a competitive environment

Motie, Saeid, Keynia, Farshid, Ranjbar, Mohammad Reza, Maleki, Akbar

Journal:

International Journal of Electrical Power & Energy Systems

Year:

2016

Language:

english

File:

PDF, 1.32 MB

english, 2016

24

A new hybrid iterative method for short-term wind speed forecasting

Nima Amjady, Farshid Keynia, Hamidreza Zareipour

Journal:

European Transactions on Electrical Power

Year:

2011

Language:

english

File:

PDF, 269 KB

english, 2011

25

A novel composite neural network based method for wind and solar power forecasting in microgrids

Heydari, Azim, Astiaso Garcia, Davide, Keynia, Farshid, Bisegna, Fabio, De Santoli, Livio

Journal:

Year:

2019

Language:

english

File:

PDF, 5.02 MB

english, 2019

26

A new prediction strategy for price spike forecasting of day-ahead electricity markets

Nima Amjady, Farshid Keynia

Journal:

Applied Soft Computing

Year:

2011

Language:

english

File:

PDF, 639 KB

english, 2011

27

Short-term wind power forecasting using ridgelet neural network

Nima Amjady, Farshid Keynia, Hamidreza Zareipour

Journal:

Electric Power Systems Research

Year:

2011

Language:

english

File:

PDF, 758 KB

english, 2011

28

A new spinning reserve requirement forecast method for deregulated electricity markets

Nima Amjady, Farshid Keynia

Journal:

Year:

2010

Language:

english

File:

PDF, 761 KB

english, 2010

29

A new short-term load forecast method based on neuro-evolutionary algorithm and chaotic feature selection

Kouhi, Sajjad, Keynia, Farshid, Najafi Ravadanegh, Sajad

Journal:

International Journal of Electrical Power & Energy Systems

Year:

2014

Language:

english

File:

PDF, 1.07 MB

english, 2014

30

[IEEE 2018 5th International Symposium on Environment-Friendly Energies and Applications (EFEA) - Rome (2018.9.24-2018.9.26)] 2018 5th International Symposium on Environment-Friendly Energies and Applications (EFEA) - Mid-Term Load Power Forecasting Considering Environment Emission using a Hybrid Intelligent Approach

Heydari, Azim, Keynia, Farshid, Garcia, Davide Astiaso, De Santoli, Livio

Year:

2018

Language:

english

File:

PDF, 7 KB

english, 2018

31

Scrutiny of multifarious particle swarm optimization for finding the optimal size of a PV/wind/battery hybrid system

Maleki, Akbar, Ameri, Mehran, Keynia, Farshid

Journal:

Renewable Energy

Year:

2015

Language:

english

File:

PDF, 1.24 MB

english, 2015

32

Hybrid intelligent strategy for multifactor influenced electrical energy consumption forecasting

Heydari, Azim, Astiaso Garcia, Davide, Keynia, Farshid, Bisegna, Fabio, De Santoli, Livio

Journal:

Energy Sources Part B Economics Planning and Policy

Year:

2019

File:

PDF, 2.36 MB

2019

33

OWMA: An improved self-regulatory woodpecker mating algorithm using opposition-based learning and allocation of local memory for solving optimization problems

Karimzadeh Parizi, Morteza, Keynia, Farshid, Khatibi bardsiri, Amid

Journal:

Journal of Intelligent & Fuzzy Systems

Year:

2020

File:

PDF, 799 KB

2020

34

An evolutionary hybrid method to predict pistachio price

Azim Heydari,Farshid Keynia,Nasser Shahsavari-Pour…

Journal:

Complex & Intelligent Systems

Year:

2017

Language:

english

File:

PDF, 2.07 MB

english, 2017

35

A new intelligent heuristic combined method for short-term electricity price forecasting in deregulated markets

Heydari, Azim, Keynia, Farshid

Journal:

Australian Journal of Electrical & Electronics Engineering

Year:

2017

Language:

english

File:

PDF, 1.58 MB

english, 2017

36

A new short-term wind speed forecasting method based on fine-tuned LSTM neural network and optimal input sets

Memarzadeh, Gholamreza, Keynia, Farshid

Journal:

Energy Conversion and Management

Year:

2020

File:

PDF, 17.02 MB

2020

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