Відкрито

Machine Learning for heat/energy use optimization

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.

Навички: Python, Machine Learning (ML), Data Analysis, Аналіз та обробка даних

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Про роботодавця:
( 0 відгуки(-ів) ) Santa Clara, United States

ID Проекту: #25668308

33 фрілансерів(-и) у середньому готові виконати цю роботу за $774

helmot

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 Більше

$555 USD за 10 дні(-в)
(137 відгуків(и))
7.6
AItechnology

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 Більше

$450 USD за 10 дні(-в)
(66 відгуків(и))
6.8
matlabxperts

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 requ Більше

$1000 USD за 7 дні(-в)
(26 відгуків(и))
6.8
fabienbenoit1984

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!

$7000 USD за 21 дні(-в)
(10 відгуків(и))
5.0
trustworthy0

Hello. As a master of Python Programming, with rich experience in Machine Learning, I am here to help you. Surely you will get the perfect result on time and of your satisfaction. Please contact me and let us discuss t Більше

$750 USD за 4 дні(-в)
(14 відгуків(и))
4.7
jap2013

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. th Більше

$778 USD за 30 дні(-в)
(10 відгуків(и))
4.7
bitnetservices

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 за 7 дні(-в)
(2 відгуків(и))
4.0
nitinbhardwaj01

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 Більше

$750 USD за 7 дні(-в)
(8 відгуків(и))
4.2
zoranzdravkovic2

-------- Pro Python/ Machine Learning (ML)/ Data Science/ Data Analysis Expert! -------- Dear employer Your project is very attracting my mind because I have rich experiences and high skills on this project. I have be Більше

$500 USD за 7 дні(-в)
(17 відгуків(и))
4.7
hafizas101

Hi. I am a Python developer having 3 years experience in Machine learning and deep learning. I can help you with the project of optimizing heating/cooling in the building. I will work as ML engineer optimize controls. Більше

$400 USD за 10 дні(-в)
(5 відгуків(и))
4.4
freelancermaddi9

Hello,I am Mashud,expert in deep learning and python. I have read the project description fully. I can complete your task within time perfectly. I can assure you that you will get your job done exceptionally well as y Більше

$500 USD за 7 дні(-в)
(16 відгуків(и))
4.4
blakehamm

With 3+ years as a statistician and piloting of successful optimization projects, I am an ideal candidate. I have experience with a variety of packages and data formats including heat and energy optimization projects. Більше

$750 USD за 20 дні(-в)
(7 відгуків(и))
4.5
kunming305

Hello. How are you? I am very glad to see your project detail because it is my major field. I am expert in Machine learning. I am very familiar with heat/energy use optimization. I am confident I can do your project 10 Більше

$500 USD за 7 дні(-в)
(4 відгуків(и))
3.2
rochaksharma7

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 goa Більше

$350 USD за 23 дні(-в)
(8 відгуків(и))
2.8
bernardofurtado6

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 за 7 дні(-в)
(3 відгуків(и))
2.8
Khayal92

Hello. I have gone thorugh your job posting with great attention. As a ML developer, I am so interested in your job and I can bs ure I will provide the best result in a timely fashion manner. Please give me the opportu Більше

$250 USD за 2 дні(-в)
(1 відгук)
2.8
dudu009

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 Більше

$400 USD за 7 дні(-в)
(3 відгуків(и))
2.8
asifmahfuz1405

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 Більше

$250 USD за 1 день
(2 відгуків(и))
2.4
hopshopparis

Hi, there. Here are my suggestions for your project. - Prediction of energy usage from input parameters using deep learning model(regression could be enough.) (500 USD in 5 days) - Optimization of energy usage using o Більше

$1000 USD за 10 дні(-в)
(1 відгук)
1.6
Anirudh113770

I have enough experiance to do the project . I understand the requirements properly and deliver the best quality work

$500 USD за 10 дні(-в)
(2 відгуків(и))
0.8