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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.

Kỹ năng: Thuật toán, Kĩ thuật điện, Machine Learning, Matlab and Mathematica

Xem thêm: 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

Về Bên Thuê:
( 0 nhận xét ) Chicago, United States

Mã Dự Án: #1016853

15 freelancer đang chào giá trung bình $206 cho công việc này

iger

please check your pm. thanks

$250 USD trong 5 ngày
(6 Đánh Giá)
5.1
bchandra1955

I will do this using ANN, Brajesh

$199 USD trong 15 ngày
(27 Đánh Giá)
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 trong 4 ngày
(2 Đánh Giá)
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 Thêm

$220 USD trong 3 ngày
(1 Đánh Giá)
2.7
danielvargas

Please check PM.

$200 USD trong 4 ngày
(3 Đánh Giá)
3.5
IonIdeainc

please see pm

$250 USD trong 10 ngày
(1 Đánh Giá)
2.0
matlabacademy

Let's start... waiting for your reply

$200 USD trong 4 ngày
(1 Đánh Giá)
0.0
pacchu78

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

$200 USD trong 3 ngày
(0 Đánh Giá)
0.0
muztoba

Please check your PM

$100 USD trong 2 ngày
(0 Đánh Giá)
0.0
shahidmawan

Please check your PM

$200 USD trong 10 ngày
(0 Đánh Giá)
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 trong 15 ngày
(0 Đánh Giá)
0.0
nicholasdewaal

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

$250 USD trong 3 ngày
(0 Đánh Giá)
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 trong 7 ngày
(0 Đánh Giá)
0.0
rahulb84

Please read you PM.

$200 USD trong 2 ngày
(0 Đánh Giá)
0.0
CRMANALYTICS

I am interesting

$250 USD trong 4 ngày
(0 Đánh Giá)
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 Thêm

$200 USD trong 5 ngày
(0 Đánh Giá)
0.0