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Disaggregation of devices

$250-750 SGD

종료됨
게시됨 약 4년 전

$250-750 SGD

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I have two CSV file containing the power consumption from a particular CT (current transformer) over a number of days taken using NILM (Nonintrusive load monitoring - [login to view URL]) The scenario is as follows: 1) Based on the data I need to be able to know how many different devices are turned on in total. 2) I need to know how long each device is turned on for and when they are turned on or off. 3) I need to know the power consumption of the devices. (cumulative energy) Input: 1 CSV for the whole CT 1 CSV for a socket that is connected to the CT (you will find the CSVs here: [login to view URL]) Output format: device_type, device_no, turned off timestamp, turned on timestamp, cumulative energy For device no, they are enumerated based on the total number of devices you think exist in the the CSV provided. If you think there are a total of 3 devices, then the device_nos should be 0,1, and 2. For device_type, choose something from "Appliance", "High or Low power", or "Description" as in '[login to view URL]' depending on how confident you are of the label. Notes: socket data is a subset of CT data. Sometimes the socket is unable to talk to the gateway and if that persists for some duration, the connection is dropped and the "0"s are sent instead. Send me a message for more details if you are interested.
프로젝트 ID: 23505804

프로젝트 정보

15 제안서
원격근무 프로젝트
활동 중 4년 전

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15 이 프로젝트에 프리랜서들의 평균 입찰은 $469 SGD입니다.
사용자 아바타
I am a control engineering PhD student with quite strong analytics and programming experience. I have experience in C, Matlab and Python. I have already done multiple CSV manipulation programs and scripts so I think I am the perfect guy for the job. I am also a new member and would like to raise my score, so I definitely won't fail you. Please contact me to share more details.
$650 SGD 5일에
5.0 (7 건의 리뷰)
3.9
3.9
사용자 아바타
Hi there, I am certified developer! I have read your project and i want to discuss about project details i feel confident to work on your project And provide you quality work in the end as i provide to my previous clients you have to check my profile .. Please come the chat box so we can easily discuss about project details Thank you Regards Muhammad Jibran
$800 SGD 6일에
5.0 (1 건의 리뷰)
2.8
2.8
사용자 아바타
Dear sir. I read your project description very carefully. I've really rich experience in Machine Learning Programming, so your project is very interesting to me. I'm really confident about your project, and very eager to join it. If you give me a chance, I'll do my best to provide wonderful result. I believe this will be a good starting point of the business relation between us. Looking forward to your response. Thank you.
$500 SGD 7일에
5.0 (3 건의 리뷰)
2.9
2.9
사용자 아바타
Developed my expertise in machine learning by completing core specializations in Data Science. Analyzed different industries dataset for designing algorithms related to predictive modeling but not limited to energy, medical, automotive, housing, traffic, banking, and education. At present, giving solutions to customers in Data Science as a Freelancer and an Independent Contractor. Recently provided a clustering, dimension reduction and auto encoder models to the client for their water treatment plant data in the "Data Mining Python Project" and "predictive models for health diseases through multi-label classification" on this platform. Also developed Clustering models to target the potential customers (Customer Segmentation) for the Telecom Industry, as well as to explore the neighborhoods of Downtown Toronto and Manhattan from Tourism perspective using Foursquare APIs. Predicted annual energy consumption in Netherland for the year 2019 in the Advanced Data Science Capstone Project. Performed all the architectural decisions like ETL, Data Cleansing, Feature Engineering, Model Designing (non-linear regression analysis) & Training, and Model Evaluation. The dataset is comprised of six million observations (10 years) and all the data is provided by three energy companies Enexis, Liander, and Stedin. The above information is introductory. I can share all my Data Science work (Python Programming including ETL) for your perusal. Looking forward to discussing this with you
$500 SGD 10일에
4.7 (4 건의 리뷰)
3.0
3.0
사용자 아바타
Hi there, Yes! I will do that. I'm maybe professional in data processing. Will disaggregate your data as per your spec. Wish to be hired. Best regards, Ishaq
$300 SGD 4일에
5.0 (2 건의 리뷰)
1.9
1.9
사용자 아바타
Hi, I am interested in your project. I have a programming background and recently upgraded my skills to machine learning, deep learning, and computer vision. Your problems seem interesting and I am willing to provide you the solution. Let's get in touch for more discussion! Cheers, Abdul Jamil
$500 SGD 10일에
5.0 (1 건의 리뷰)
0.5
0.5
사용자 아바타
Hi I hope you are doing well. We have been working with python and related projects since the last 7 years. Me and my team have experience with Tensorflow, PyTorch, Django, Kivy, NumPy and some other libraries and frameworks. We have command over technologies that include Deep learning, Data Science, AI and Machine Learning and related similar technologies. I went through your project descriptions and we have worked on similar tasks before, I am very much interested in working with you and I guarantee top notch quality and satisfactory services. I and my team can start working immediately so please do send me further details so we can start right away. I look forward to hearing from you. Thank you.
$450 SGD 5일에
0.0 (0 건의 리뷰)
0.0
0.0
사용자 아바타
Hai, I have already experienced in this type of project. I previously worked on power consumption for water heating in Denmark and made a prediction model. And I worked on so many other projects too... I may not having any ratings or stars as you might would expect as I am new in freelancer. But you can easily find my talents in the chat. I basically work in R programming language. I took a look at your data everything seems familiar and the data is also smoewhat tidy. I like to work with this project. FYI, I am a full time data scientist with fluent in R programming language and statistics. I worked on huge highdimentional data and models before. Thankyou please feel free to talk in chat
$250 SGD 7일에
0.0 (0 건의 리뷰)
0.0
0.0
사용자 아바타
Hi i am a data scientist with programming experience in R as well as Python. Based on the description i feel i can help you out with the analysis of devices. Let me know when you would like to discuss Relevant Skills and Experience Experience in data science, statistics
$444 SGD 4일에
0.0 (0 건의 리뷰)
0.0
0.0
사용자 아바타
Hi, I can start working on your project immediately. I have rich experience in developing projects in python using machine learning and deep learning concepts. Some of the projects which I have developed includes people counting algorithm over crowd images; vehicle detection and distance estimation using dash cams; virtual assistant using google cloud Speech to Text and Text to Speech. I even developed a meeting assistant, where the meeting was recorded, it was then transcribed using voice to text API, extracted keywords and action items and extracted summary from that meeting text. For your project, we can easily do the statistics using numpy library of python. We can load the csv and then find the desired data. We can discuss more about your project requirements over chat. I look forward to hear from you. Thanks!
$250 SGD 3일에
0.0 (0 건의 리뷰)
0.0
0.0
사용자 아바타
Experienced Software Engineer cum certified Data Scientist based in Bangalore, India. As I’m starting my free lancing journey, I’m negotiable at project billing.
$250 SGD 5일에
0.0 (0 건의 리뷰)
0.0
0.0

고객에 대한 정보

국기 (SINGAPORE)
Singapore, Singapore
0.0
0
11월 27, 2019부터 회원입니다

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