Wind Power Forecasting with Neural Networks

終了済み 投稿 4年前 着払い
終了済み 着払い

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

Neural Networks エンジニアリング 統計 Machine Learning (ML)

プロジェクトID: #21191969

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18個の提案 リモートプロジェクト アクティブ 4年前

18人のフリーランサーが、平均$250 で、この仕事に入札しています。

dinhfreedom

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 もっと

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sumbali

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 もっと

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bchandra1955

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

$250 AUD 15日以内
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6.1
freelancerpr0

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 もっと

$140 AUD 7日以内
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5.5
hayat38402

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 もっと

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consultotal

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4.7
TellezMiotta

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4.1
NoelReubenMuturi

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 もっと

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Dream20172017

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 もっと

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engineeringexp

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3.6
ManojAsaithambi

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 もっと

$115 AUD 5日以内
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2.7
Richard0125

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2.6
bhoseini

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1.9
Nicolas0125Kim

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projectsTF

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eloiperez

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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vruiz1968

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