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Machine Learning for heat/energy use optimization

$250-750 USD

Closed
Posted almost 4 years ago

$250-750 USD

Paid on delivery
We have a large, long-term project to help develop software to optimize heat and energy use in large commercial buildings. The problem statement is fairly straightforward: optimize energy use for heating/cooling in a large building while satisfying a set of temperature range requirements. The available controls are the amount of heating/cooling introduced, and the available data inputs are temperature sensors inside and outside of the building, building usage and outside weather. We are looking for an engineer with relevant machine learning experience. We will split the problem into two pieces and first focus on estimating energy usage given the inputs. Then we will look at optimizing the controls. Data and dev ops engineers will create the necessary framework so that the ML engineer can focus on that job. This is not a simple, one-time job. We hope that this project will continue to grow and that we can develop a team around it.
Project ID: 25668308

About the project

23 proposals
Remote project
Active 4 yrs ago

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23 freelancers are bidding on average $880 USD for this job
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Experienced data scientist (4+ years experience), ranked within top 1% data scientists globally on kaggle, who has successfully delivered more than 80 machine learning projects. Chemical engineer by qualification from top university in India (IIT) I understand the concepts which may prove to be beneficial. Would like to see a snapshot of the data, if possible. Looking forward to hearing back from you !
$450 USD in 10 days
5.0 (93 reviews)
7.5
7.5
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Hello, I have a masters degree in AI and have worked on AI/ML projects for 8+ years. If you are interested I can share my desktop and show you some demos/samples. I have worked with most AI/ML tools like NLTK and NLP modules in Python, Tensorflow, Image Processing tools/libraries, Hadoop, H2O, … Also, I work as a fulltime freelancer and do not have any other job and can assign enough time to your project. Please feel free to leave me a message if you have any questions. Thanks, Helmot
$555 USD in 10 days
4.8 (141 reviews)
7.7
7.7
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Hi, I have gone through your requirements and it seems you posted this project for me. I have already worked on a quite similar project in which we did energy optimization for a solar company. Users will enter the required usage of all appliance and our algorithm would provide an optimized schedule. By following our schedule, bill will be minimized. We used different optimization algorithms for multi-objective function. We deployed this solution over AWS using Flask. Looking forward to discuss with you in detail. Regards, Sajid
$1,000 USD in 7 days
5.0 (26 reviews)
6.9
6.9
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Hello, I have a lot of experience with optimization and a bit of machine learning. I can help on both fronts. Will be happy to discuss further
$250 USD in 7 days
5.0 (29 reviews)
5.9
5.9
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Hi, I understand that you are looking for a team to predict and optimizer the heating and cooling inside a large building. I would love to work on Machine Learning part to predict the estimated usage given the specific inputs. I will build a regression model in Python and will do all the necessary Feature Engineering to preprocess the data and find the best fitted model via extensive testing. I have Master's in Machine Learning and currently working in a Silicon Valley based company as an Artificial Intelligence Specialist. I have 2-year of Machine Learning experience. Can you please tell which kind of data do you have and what are the Inputs? Looking forward to hearing back from you. Thank you Regards Zeeshan
$700 USD in 30 days
5.0 (4 reviews)
5.3
5.3
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Hello! I'd like to deliver smart house solution. I'm familiar with environment contorl, time/space forecasting, python. I'll do the job fairly good. Please, give me a try!
$7,000 USD in 21 days
5.0 (13 reviews)
5.4
5.4
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Hi, I have read your project description. this project require large history database about energy and heat. regression, Markov, etc models will play role here. please discuss. I have experience in machine learning. thanks
$778 USD in 30 days
5.0 (13 reviews)
5.0
5.0
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Relevant energy/water meter experience and use of ML. Currently working with agency involved in similar energy rating facilities and worked with PPL (New York) in an energy sector. Thanks Jag
$900 USD in 7 days
4.8 (6 reviews)
5.1
5.1
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hi i have 4+ years of experience in the field of python scripting, AI, ML, product designing and development, and surely i know how to do that. it would be a pleasure if my experience will help you to achieve your goals and also it would be great if my experience will help to my brothers... thanks
$350 USD in 23 days
4.6 (33 reviews)
4.5
4.5
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I have been working on ML projects for 8 last  years. I have been working with Fortune 500 clients in the domain of BFSI, Retail and Tech.  Some of the applications that I have worked with are - 1) Recommender System 2) Captcha solver 3) Stock Prediction and other prediction problems 4) Text classification and word to vec model creation 5) Deep Learning 6) Chatbot Development using Open Source Frameworks  7) Object Detection  8) Fraud Detection in financial transactions 9) Customer Segmentation 10) Sentiment Analysis 11) Premium prediction for Insurance 12) OCR  13) RPA Applications for repetitive tasks automation.
$750 USD in 7 days
5.0 (8 reviews)
4.3
4.3
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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 in python. previously i have worked on energy consumption prediction and optimization. so, this is very familiar to me. i can assure you best quality work. hope to get in touch and work together.
$250 USD in 1 day
4.9 (8 reviews)
3.8
3.8
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Hello, I am a research scientist in Machine Learning and AI in a well known university in Germany and a full-stack software-developer. Your project sounds very interesting, and I would be more than happy to be part of the team and to build a machine learning model used to optimize energy uses. Deploying ML algorithms for such industry solutions is not an easy task. I already have some experience in this field (ML for optimizing security on the workspace based on video footage, also for resilience optimization in the production industry). My aim would not be to just implement some ML framework. The system should also be able to provide suitable solutions to decrease the energy use, and it should be able to learn from user feedback (if the solutions are e.g. not scalable for some reason, the model should be able to update itself based on that feedback). For further info, please refer to my profile, my github and my university profile (both Urls linked in profile description). I can also provide further certificates and a CV if necessary. I wish you a good day. Regards, M.Sc. Meltem Subasioglu
$600 USD in 21 days
5.0 (1 review)
3.7
3.7
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Hello, I have read your proposal carefully. Thank you for your proposal. Your proposal reminds me of one of my past work which i s fake news detection. In this project, I used some ML models to classify the news texts into fake one and real one. Even though this project is about NLP, I have knowledge and experience in ML and data science. I am also familiar with python data science tools. I value credit most. It is my work ethic to deliver the best quality job results to clients. I hope I can have a chance to work with you. Thank you again for your time. Waiting...
$400 USD in 7 days
5.0 (4 reviews)
3.2
3.2
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I have enough experiance to do the project . I understand the requirements properly and deliver the best quality work
$500 USD in 10 days
5.0 (2 reviews)
0.8
0.8
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Hello! Thank you for taking the time to read my application. I am an electrical engineer. I have over 3 years of experience designing and analyzing energy source systems. I have made many implementations using Machine Learning and Deep Learning algorithms into different applications, aswell as statistics/probability algorithms. I really believe I am the freelancer that you are looking for. Please send me private message, I guarantee top quality for the best price.
$430 USD in 7 days
5.0 (1 review)
0.6
0.6
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I have over 25 years of general software expertise with the last 8 years focusing on Machine Learning algorithms both Supervised and Active Learning based. I have implemented several deep learning projects in production. I have experience in combinatoric optimization in production as well. Finally, I have a PhD in Computer Engineering with a focus on semiconductor design automation algorithms and models. I feel that this knowledge will be relevant in your heat and energy optimization domain as well
$2,000 USD in 14 days
0.0 (0 reviews)
0.0
0.0
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I have a pretty good hands on machine learning and data analysis and i am sure we do need expertise of data analysis also to optimise the use of energy before the use of ML.
$250 USD in 14 days
0.0 (0 reviews)
0.0
0.0
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Hello, Sir. I read your opinion seriously. I have experience of 7 years and done similar projects in done similar projects before. As a man of trust, I can develop your project with full perfection. Let me go on, you can get the best project that you can ever get. Skills: AI & ML, Image processing, Tensorflow, Keras, Pandas, Sci-learn, OpenCV, C, and C++ I am always ready to accept the challenges in the IT field with great dedication. I’m waiting for your positive response. Best regards
$820 USD in 12 days
0.0 (0 reviews)
0.0
0.0
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I am best fit for this job because I have experience in building projects related to machine learning and deep learning. also I can give you this project as per your requirement.
$573 USD in 7 days
0.0 (0 reviews)
0.0
0.0
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Hi, I am an experienced data scientist with an expertise in time series forecasting, machine learning, statistical analysis and python programming. I have a background in Mechanical Engineering and I have worked on air purification systems for large buildings, so I understand the HVAC domain very well. Also, I have developed an expertise on time series forecasting techniques while working on air pollution data and retail data in last few years. I have a masters degree from University of Minnesota, Twin Cities and I worked there for further three years. Since then I have been working with a startup in Bangalore and developing state of the art demand forecasting products in retail and CPG domain. I am a good communicator and I believe in fulfilling my commitments on time and delivering high quality work. I am currently looking for challenging projects and great clients to build my freelance profile, so we can discuss the rate further. Looking forward to chat with you further about this project. Regards, Vivek Rawat +91 91089 43444
$280 USD in 30 days
0.0 (0 reviews)
0.0
0.0

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Flag of UNITED STATES
Santa Clara, United States
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Member since May 23, 2020

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