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Forecatsing using regression or neural networks

I need a small project to be completed. It is a load forecasting project and it can be done using either regression or artificial neural networks. The project involves first analyzing transportation data (distances, trip duration, day of week, time etc) . The complete data set would be provided. The data set would have comprehensive information on everything you need to complete the project. I would provide full data set along with the code book which has the variables in the data set.

After analyzing the data, based on vehicle class (sedan, mid size, suv etc), different distances would have different energy requirements. 3 different energy consumption would be used and depending on distance and energy consumption, the total energy required for a day can be found. Using historical data, I need the model to predict distance, and energy requirements.

The inputs to the neural network shall be: day, type of car, driving time. The influencing parameter would be driving distance and the output shall be energy consumption forecast.

The attached paper provides clear information on data, parameters etc. The paper uses probability to forecast, this project involved neural networks. The forecast need not be as detailed as mentioned in the paper. Fig 1 and Fig 3 are key figures that would be needed by the neural network to predict.

Compétences : Algorithme, Génie Électrique, Apprentissage Automatique, Matlab and Mathematica

Voir plus : set algorithm, key energy, first mid, first energy, different algorithm, algorithm set, algorithm day, artificial neural networks, artificial neural network, suv, regression, regression model, neural , neural network, matlab network, forecast, energy model, driving distance, data forecasting, artificial in, completed paper, mathematica data, forecast mathematica, matlab neural networks, algorithm mathematica

Concernant l'employeur :
( 0 commentaires ) Chicago, United States

N° du projet : #1016853

15 freelance ont fait une offre moyenne de 206 $ pour ce travail

iger

please check your pm. thanks

250 $ USD en 5 jours
(6 Commentaires)
5.1
bchandra1955

I will do this using ANN, Brajesh

199 $ USD en 15 jours
(27 Commentaires)
5.0
AbhaBrajesh1956

I have done problem solution using MATLAB in neural network for projets of my husband who is professional automation domain engineer, Abha

145 $ USD en 4 jours
(2 Commentaires)
3.5
jimmay

Hi -- I am a professional statistician with extensive experience in machine learning and neural networks. I have access to many different algorithms and software packages to complete you project as required. --Jame Plus

220 $ USD en 3 jours
(1 Commentaire)
2.7
danielvargas

Please check PM.

200 $ USD en 4 jours
(3 Commentaires)
3.5
IonIdeainc

please see pm

250 $ USD en 10 jours
(1 Commentaire)
2.0
matlabacademy

Let's start... waiting for your reply

200 $ USD en 4 jours
(1 Commentaire)
0.0
pacchu78

i am experienced at using Neural Networks for forecasting. I have several papers on forecasting and system identification.

200 $ USD en 3 jours
(0 Commentaires)
0.0
muztoba

Please check your PM

100 $ USD en 2 jours
(0 Commentaires)
0.0
shahidmawan

Please check your PM

200 $ USD en 10 jours
(0 Commentaires)
0.0
nlrcmani

hello sir, I am a professional freelancer.If you have any doubts regarding any of my capabilities then please feel free to ask any questions. with regards, Mani

200 $ USD en 15 jours
(0 Commentaires)
0.0
nicholasdewaal

I have done several projects involving neural networks and statistical modelling for market research in the past.

250 $ USD en 3 jours
(0 Commentaires)
0.0
GedyBudreckis

I have over 16 year's experience in multiple regression modeling -I love this stuff.... I'll use either JMP or MiniTab to create your model as required within 7 days.

225 $ USD en 7 jours
(0 Commentaires)
0.0
rahulb84

Please read you PM.

200 $ USD en 2 jours
(0 Commentaires)
0.0
CRMANALYTICS

I am interesting

250 $ USD en 4 jours
(0 Commentaires)
0.0
mobarakolislam

Hi, I am Mobarakol Islam, my research area is neural network, pattern recognition, image processing. I have already two publications in this area. Those are 1."Training Neural Network with Chaotic Learning Rate", In Plus

200 $ USD en 5 jours
(0 Commentaires)
0.0