Wind Power Forecasting with Neural Networks

종료 등록 시간: 4년 전 착불
종료 착불

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 공학 통계 Machine Learning (ML)

프로젝트 ID: #21191969

프로젝트 소개

18 건(제안서) 재택 근무형 프로젝트 서비스 이용 중: 4년 전

이 일자리에 대한 프리랜서 18 명의 평균 입찰가: $250

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 기타

$222 AUD (3일 이내)
(78 리뷰)
6.6
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 기타

$250 AUD (10일 이내)
(119 리뷰)
6.3
bchandra1955

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

$250 AUD (15일 이내)
(78 리뷰)
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 기타

$140 AUD (7일 이내)
(9 리뷰)
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 기타

$140 AUD (7일 이내)
(26 리뷰)
5.2
consultotal

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 기타

$1100 AUD (20일 이내)
(7 리뷰)
4.7
TellezMiotta

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: 기타

$250 AUD (7일 이내)
(10 리뷰)
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 기타

$300 AUD (5일 이내)
(18 리뷰)
4.5
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 기타

$200 AUD (3일 이내)
(6 리뷰)
4.0
engineeringexp

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 기타

$30 AUD (7일 이내)
(6 리뷰)
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 기타

$115 AUD (5일 이내)
(1 리뷰)
2.7
Richard0125

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 기타

$140 AUD (7일 이내)
(1 리뷰)
2.6
bhoseini

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 (7일 이내)
(2 리뷰)
1.9
Nicolas0125Kim

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 기타

$140 AUD (7일 이내)
(1 리뷰)
0.0
projectsTF

Hello, Greeting of the day. Yes Sure I read your requirement very carefully. I have great experienced in machine learning and neural networks. we can provide good result. I am looking forward to hearing fro 기타

$500 AUD (10일 이내)
(1 리뷰)
0.0
eloiperez

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

$250 AUD (7일 이내)
(0 리뷰)
0.0
vruiz1968

I have a large experience in project and business management, conducting studies such us; Feasibility, Front End Planning and Financial / Cost Models, in order to become into decision-making processes for different pur 기타

$250 AUD (7일 이내)
(0 리뷰)
0.0