Wind Power Forecasting with Neural Networks

Hello guys,

I will need a NN professional who has experience in meteorology and/or forecasting. Matlab is prefered but we will accept any language if it lowers budget and time needed.

I have data from aeiolic (wind) parks and electricity spot prices. We will need prediction for 2 wind parks as described in the doc I will send you.

We are interested in the quality of the methodology (eg data cleaning, missing data, statistical analysis, data preprocessing, stationarity, trend-seasonality, feature engineering, overfitting, cross-validation) and a model with very good prediction accuracy for the next few hours (6-12-24-36) .

The client has already coded for two models, a simple feed-forward and a NARX, which give direct and iterative predictions but the results it receives are not satisfactory, I would also be interested to see how you approach the issue to understand what's wrong with his approach.

The budget is $116 and I will need it in 1 week max ( deadline: 16/9 )

I will send you the full description doc in chat :)

Thank you a lot for your bids

Taidot: Neural Networks, tekniikka, Tilastotiede, Machine Learning (ML)

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Tietoa työnantajasta:
( 39 arvostelua ) Thessaloniki, Greece

Projektin tunnus: #21191969

22 freelanceria on tarjonnut keskimäärin 252$ tähän työhön


Dear sir. Your project attracted my attention at first glance, because I've extensive experience in Neural Network Programming. I'm really confident about your project, and very eager to join your project. If we hav Lisää

$222 AUD 3 päivässä
(76 arvostelua)

I'm an Engineer in Statistics and Applied Economics, i've got many skills and expertise that will allow me achieving perfectly all the projects and assignments because my priority is your satisfaction. I am a master o Lisää

$250 AUD 10 päivässä
(119 arvostelua)

Hi there - My name is Phong. I’ve read your brief and I am very interested in this project because I have good knowledge and rich practical experience in these fields. I am highly qualified for this project and would Lisää

$250 AUD 3 päivässä
(33 arvostelua)

Professional engineer with 12 years of MATLAB experience, I have worked on wind energy projects ...............................

$250 AUD 15 päivässä
(77 arvostelua)

Hi, I am a professor of statistics and mathematics and I can surely help you with the task. I have read the description and I am comfortable to work on it. I can do it in Matlab. I still have a few questions. please Lisää

$140 AUD 7 päivässä
(9 arvostelua)

We are a team of experts with substantial background in ELECTRICAL and ELECTRONICS Engineering working on MATLAB and Python since last 6years. We have Expertise in:  MATLAB/Simulink  Power System  Signal Processin Lisää

$140 AUD 7 päivässä
(25 arvostelua)

Hi i'm engineer, networking, power distribution, automation and control expert, i have experience working in electromechanical systems and control - design and building, industrial networks, electrical grids, electrica Lisää

$1100 AUD 20 päivässä
(6 arvostelua)

Greetings, I am Noel, a Bachelor in ECONOMICS & STATISTICS, Master's in ECONOMICS (ECONOMETRICS), and a proficient statistician. I offer data collection, analysis, interpretation, and presentation services and I am com Lisää

$300 AUD 5 päivässä
(18 arvostelua)

Hi! My name is Fernando Téllez. I am a senior year student of electrical engineering at Universidad Simón Bolívar (USB), one of the most prestigious universities in my country (Ranked 34° at the QS University Rankings: Lisää

$250 AUD 7 päivässä
(9 arvostelua)

Hello sir. I'm excited about your project, because I've really rich experience in Neural Network Programming. I've developed many projects similar to yours and excellent skills. If you award me, I'll provide wonderf Lisää

$200 AUD 3 päivässä
(6 arvostelua)

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$140 AUD 7 päivässä
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A Data Scientist with experience in Python, R programming, R Shiny, R studio and anything related to data science and python Master in Engineering, Electrical and Electronic Engineer, who is dynamic, reliable, resourc Lisää

$30 AUD 7 päivässä
(6 arvostelua)

Hi I have 8+ years of experience in Python and Machine Learning and have built multiple prediction and Forecasting models. I have build forecast models using LSTM with good Mape accuracy. I can help you in completing Lisää

$115 AUD 5 päivässä
(1 arvostelu)

Hello, I have read your job description carefully and I am confident I can finish your job without fail. I have full experience in R and MATLAB and have expertise in statistical analysis and machine learning data proc Lisää

$140 AUD 7 päivässä
(1 arvostelu)

Hi, I have some good experience in time series modeling and prediction. Also I have worked on ANN's. I believe that I can help you. Let's discuss it if you wish.

$120 AUD 7 päivässä
(2 arvostelua)

Dear employer, This is an easy project. I do it carefully with high quality and low cost. I hold a Ph.D. in power system engineering and do the same projects for wind power generations. Best regards

$100 AUD 3 päivässä
(1 arvostelu)

Hello, I have read your job description carefully and I am confident I can finish your job without fail. I have full experience in R and MATLAB and have expertise in statistical analysis and machine learning data proc Lisää

$140 AUD 7 päivässä
(1 arvostelu)

Hi, I am an expert in Machine learning and an electrical engineer, although I am new to this Site but I have done quite some projects in Machine Learning and Neural Networks. And also I like to work in MATLAB more than Lisää

$100 AUD 10 päivässä
(0 arvostelua)

1. Data Analysis 2. Features Extraction 3. Neural Network arquitecture definition, i.e, autoencoder 4. Model trainning with logistic regression and adam optimizer

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No.1 Most Trusted Technical Dissertation & Essay Writing Service working Since 2001 with all 5 star reviews. Matlab Code for desired output Running code on your system Knowledge Transfer session for better understand Lisää

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