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Build me a Python-based model predictive control

$30-250 USD

Cancelled
Posted about 3 years ago

$30-250 USD

Paid on delivery
I would like to implement Python-based MPC for CO2 control based on the following information: - I have data for 5 months recorded in 1-hour interval: the data includes the date, the volume rate, indoor and outdoor CO2 - CO2 is reduced through ventilation. However, when you ventilate, CO2 does not reduce automatically. It takes some time to go below the upper limit. So, the idea is to develop an MPC (using the data above) that schedules the ventilation and prevents CO2 from crossing the upper limit. I want a TensorFlow-based MPC.
Project ID: 29534133

About the project

13 proposals
Remote project
Active 3 yrs ago

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13 freelancers are bidding on average $167 USD for this job
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Hi, Greetings! ✅ I have checked and gone through the project details and I am very skilled in it. ✅Completed Time: In project deadline We have worked on 640 + Projects. I have 6 + years of the experience in same kind of projects. If you are looking for a true Freelancer, I am the Right person for you. I am available almost 24-7 and am very responsive. I feel proud that I am a trusted Freelancer who pleases almost every single client. You can rest assure, your work will be delivered well in advance of others, with passion and accuracy. I guarantee you instant communication & responses when you need me. Why choose me? I think every client is the reason for my success. I only take projects which I am sure I can do quickly. My Portfolio Items: https://www.freelancer.com/u/schoudhary1553 I would really like to work with you on this project. If interested, Kindly contact me via chat for further details and discussion.. Thank you Sandeep Digital screencast
$220 USD in 4 days
4.9 (69 reviews)
6.6
6.6
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i can help you to build python based MPC for CO2 control that will contained the mentioned requirements ready to start from now
$250 USD in 4 days
4.8 (26 reviews)
5.6
5.6
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Thanks for your posting. Good idea and I understand what you want. I would like to have one question. does the scheduler have any other limitation except of not crossing the upper limit?(such as ventilation time optimization or power consumption optimization). Hopefully discuss a project via chat. Thanks. Milind
$250 USD in 7 days
5.0 (5 reviews)
5.1
5.1
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Hi, Greetings for the day! We are a team of dedicated and dynamic Machine Learning Engineers based in Mumbai, India, who have developed and deployed complex AI solutions using Machine Learning and Computer Vision. We have good experience of building training and deploying State Of The Art Machine Learning/Deep Learning models. We have built and deployed several Object Detection models in the past. We have also worked with Object Tracking, which will be a significant component in the process of counting objects in images. We strongly believe that our experience and relevant skills make us the perfect candidate for your requirements. We would love to know more about your requirements: data needed for training the model, preferred ML and DL algorithms (if any), model architectures, etc. Some of our projects include Face Mask Detection, Social Distancing Monitoring, Industrial Machinery Defect Detection, Industrial Safety Kit Detection, Root Cause Analysis and more. Please checkout our AI/ML portfolio - freelancer.in/u/iPingDataLabsLLP Our AI/ML tech-stack includes Python, Tensorflow, PyTorch, Keras, OpenCV, GCP, AWS, FastAPI, Flask, Django and more. We have relevant and significant experience in Keras, TensorFlow, and OpenCV. We approach our each client with the intent of a long term relationship! We look forward to working with you. Regards, iPing Data Labs
$200 USD in 7 days
5.0 (6 reviews)
4.4
4.4
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Hi, I hope you are doing fine. I have almost 10 years of experience in machine learning algorithms. I can implement various types of artificial intelligence algorithms including yours with Matlab, Python and etc. I have PhD from Tohoku University and have several journal publications on the subjects. You can see portfolio for my previous projects. I read about your project and am interested in working with you. Please send me a message so that we can discuss more. Best regards.
$140 USD in 7 days
5.0 (10 reviews)
4.1
4.1
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hello sir, i am highly interested in your project. i have gone through your requirements and i believe i can be a valuable asset for your project. i am an expert in machine learning, deep learning in python. previously i have worked on various projects in these areas. i am also very familiar with tensorflow. i have more than 3 years of experience in this field. so, this is very familiar to me. i can assure you best quality work. hope to get in touch and work together.
$56 USD in 2 days
4.9 (8 reviews)
3.8
3.8
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Hello Sir, I have read your job posting and am very interested in your project because I have rich experience in Tensorflow-based time series forecasting algorithms. I can implement the CO2 density control MPC by developing the RNN I can finish off the project within your deadline with high quality. I think I am a right candidate for this project. If you have any question, please ping me. I am looking forward to hearing from you. Best Regards Andrey
$200 USD in 2 days
5.0 (1 review)
1.7
1.7
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Hi there, I have 5 year experience in software, particularly machine learning in python I have worked for Samsung and Nference labs and developed couple of projects and services. Recently i have shifted to full time free lancing. Let's discuss the project, will try to deliver the product in not more than 3 days.
$120 USD in 3 days
4.9 (2 reviews)
0.6
0.6
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I have worked with tensorflow and python to develop a CNN model. Would like to take up the task for creating a NN for the dataset provided.
$35 USD in 30 days
0.0 (0 reviews)
0.0
0.0
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Greetings of the day!! Hope that you are doing well. Glad to have information for the project from you. I have gone through your requirements and understood that you want an experienced Python developer. I have experience of Python for 5+ years and did many projects successfully. Will be requiring more details from you for knowing more about the project. Areas of expertise: Python Machine Learning (ML) Let me how to connect and we can proceed ahead? Waiting for a favorable feedback from you. Warm Regards, Nandita Patel.
$200 USD in 7 days
0.0 (0 reviews)
0.0
0.0
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Hi I am Python Expert and Master degree Control Engineer. I have many experiences on Model Predictive Controller and Machine Learning. I am interested to your job. We can discuss more about details in chat inbox. thankyou
$240 USD in 7 days
0.0 (0 reviews)
0.0
0.0
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Hello! I have a lot of interest and experience with Python and have done many Python projects using Django, Tkinter, PyGame, TensorFlow and many more. If I don't know something, I find information on Google and learn quickly! I am sure I can help you in your project, as well as get new experience and knowledge!
$120 USD in 10 days
0.0 (0 reviews)
0.0
0.0

About the client

Flag of KOREA, REPUBLIC OF
Suwon, Korea, Republic of
5.0
3
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Member since Apr 22, 2020

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