build me a algorithm that is able to predict energy generation in grid

₹1500-12500 INR

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skoro před 4 roky

₹1500-12500 INR

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Objective is to deploy ML algorithm that is able to predict the energy production in the microgrid allowing the microgrid for economic benefits. The meteorological conditions is one factor that determines the renewable energy generation. The proposed model must be able to provide priority to particular renewable energy source favorable at the certain time step for maximum energy production in the grid. PS. You need to identify a suitable data set for this problem, build a base hypotheses with the data and the attempt the model. Please find the attachment of wind dateset and two paper Paper 1 = [login to view URL] Paper 2 = [login to view URL] Windmill Dataset (This is not the data on which model is required) - [login to view URL] Context of Dataset In Wind Turbines, Scada Systems measure and save data's like wind speed, wind direction, generated power etc. for 10 minutes intervals. This file was taken from a wind turbine's scada system that is working and generating power in Turkey. Content The data's in the file are: Date/Time (for 10 minutes intervals) LV ActivePower (kW): The power generated by the turbine for that moment Wind Speed (m/s): The wind speed at the hub height of the turbine (the wind speed that turbine use for electricity generation) TheoreticalPowerCurve (KWh): The theoretical power values that the turbine generates with that wind speed which is given by the turbine manufacturer Wind Direction (°): The wind direction at the hub height of the turbine (wind turbines turn to this direction automaticly)

Algorithm

Mathematics

Machine Learning (ML)

MATLAB

Neural Networks

IČ projektu: 25657427

O projektu

13 nabídky

Vzdálený projekt

Aktivní před 4 roky

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13 freelanceři nabízejí v průměru ₹9 937 INR za tuto práci

@DeepNetMatlab

Hi, I'm a MSc electrical engineer and PhD student and I have extensive experience with signal processing and machine learning in Matlab and Python. I have read project description regarding prediction of energy generation and I can complete the job for you. Looking forward to hearing from you. Best regards.

₹8 000 INR v 3 dnech

5,0

(37 recenze)

5,6

@lissfreire20

Hi I am an expert in machine learning I have a lot of experience of machine learning project I can help you Thanks

₹14 000 INR v 5 dnech

5,0

(19 recenze)

5,4

@suyashdhoot

Hi I am a very experienced statistician, data scientist and academic writer. I have completed several PhD level thesis projects involving advanced statistical analysis of data. I have worked with data from several companies and have done projects involving high level quantitative analysis and data interpretation skills to study the trends, time behaviour and compare the variables in the data. I can do advanced level analysis in SPSS, R, PYTHON, WEKA, TABLEAU, POWER BI, and EXCEL tools like machine learning, deep learning, AI, NLP, hypothesis testing, forecasting, T-test, ANOVA etc. Looking forward to discussion, Best Regards, Suyash

₹15 000 INR v 7 dnech

4,2

(34 recenze)

5,8

@hemantjhalani

Hello, My total experience is 6.8 years in Predictive modeling Statistical Analysis, Optimization and Machine learning techniques. I have implemented data science solutions for the Digital marketing & advertising, Telecom and Insurance Industries. I am equally comfortable in using a Domain Specific Language like R & Python and statistical tools like SAS, SPSS & EViews. Being excellent in communication, articulate and personable with a talent of relating easily to diverse group of individuals Experience as Data Scientist Interacting with stakeholders throughout the organization to understand the challenges and design business solutions for the same End to end project execution starting from data exploration to insight generation and recommendations Device predictive and descriptive analysis techniques and machine learning algorithms in various projects Coordinate with different functional teams to implement models and monitor outcomes. A drive to learn and master new technologies and techniques. Statistical and data mining techniques: GLM/Regression, Random Forest, Boosting, Trees and text mining, text classification models and Neural Network Querying databases and using statistical computer languages: R, Python and SQL Visualizing/presenting Analysis/Insights/results to business Masters in Statistics –

₹12 500 INR v 7 dnech

4,9

(5 recenze)

3,7

@Sam0072

hello sir , I am a machine learning engineer having 5+ years of experience . I have done many projects on image classification either in agriculture sector or in medical sectors. I have used many framework for object detection like pytorch,mxnet , tensor flow ,keras , caffe . some of my projects are identification of different types of notes object detection using YOLO or RCNN custom object detection brain hemorrhage subtypes detection pneumethrox detection covid-19 detection Stock market prediction using deep learning and many more. And I am pretty sure that you will get best results ever.

₹4 444 INR v 5 dnech

4,7

(14 recenze)

3,7

@gautamkumarjais

Hi, i can train ML model to predict future energy production. If you have past dataset, please share with me, i will help you to complete this task. Looking forward to work with you. Thank you.

₹3 000 INR v 3 dnech

4,8

(1 recenze)

0,4

@emrahdarbogaz09

I used to code Python language. If you have some data of your projects, machine learning tools are more convenient. If you don't have you should give me formulas.. Relevant Skills and Experience I use these formulas and get some solutions by many iterations, after that Machine Learning model is able to use !!!

₹7 778 INR v 3 dnech

0,0

(0 recenze)

0,0

@pra45chavan

I am certified machine learning engineer from various institutions. I have done lots of ML and DL projects and I also would like to to for you. let me help you for your project. if output is not satisfactory please don't pay. I could do your project with in 2 days. allow me to show my work.

₹7 778 INR v 2 dnech

0,0

(0 recenze)

0,0

@aritzsm

• Industrial engineer with a mechanical specialty. Master in Applied and Computational Mechanical Engineering at the Public University of Navarra. • More than 15 years experience in the industrial sector, where he practiced in product engineering, design, finite element structural methods and tests.

₹25 000 INR v 7 dnech

0,0

(0 recenze)

0,0

@MOS19

Hello. I am a Python Programmer and ML enthusiast currently doing my research in opencv-Python. Your project seems interesting and very doable. For that we'll need the grid's data and your requirement (whether you need work to be donr in supervised learning or unsupervised learning). I will write the algorithm to produce desired results of that grid system. You can ask me for my linkedin to know more about me. Ping me for any question. Many Regards

₹8 500 INR v 5 dnech

0,0

(0 recenze)

0,0

@kirtigoyal

I m working in electricity department from past 9.5 years. So can be done this project. Relevant Skills and Experience Ml, electricity generation, data collection

₹7 778 INR v 3 dnech

0,0

(0 recenze)

0,0

@backendScience

The promise of ML is as simple and glorious as they come, but remember, each of Lord's marvels guards the Devil himself, armed with details and sowing confusion. Our Devil is a tricky one, as it was so since the age of fire, for all science and understanding of humanity thus far, so shall it remain until we are no more, so remember always, the Devil is in the details. The only true secret in life GOD never advertises. Ok first off, I\m not sure you realize the extent and complexity of the issue you\re proposing .... also as I see it there is a lot of ambiguity in your request ... you first state that the calculations and the end product model need to evaluate and decide the TYPE of renewable energy which would be the most rewarding, but then you proceed with making it seem like only wind turbines/farms are the focus of the model ? and you're asking for a model that can extrapolate/predict power production of the farm based on wind speed timeseries db of the farm's geographic area or even the individual turbines themselves? ..... Doing this for school sure by all means, prove that ML can infer statistical calculations .... but if this is something more than a graduation project, get real ... This is an offer of consultation services for your project .. to help guide you in the right direction not do any(much) of the work . make you see the devil you're confronting. Hey, you get what you're willing to pay for PM If you want to talk it out

₹12 500 INR v 7 dnech