Energy Efficiency in smart home / buildings by activity recognition and prediction

Energy Efficiency in smart home / buildings by activity recognition and prediction

We have to recognize the human activities inside the building and use this information to optimize the energy. P.S. without using camera.

Artificial Intelligence

Description

Human behavior based on its movement has become important in prediction of the various activities performed by an individual in smart environments. In Activity recognition, we need to recognize the individual’s current activities. We are planning to model for human activity recognition using sensor data. For sensor data, we are planning on three modules each comprising of PIR, PING and LIGHT sensors. All these sensors will give us different sensor values of the people activities happening in the lab. We are planning to use this data to recognize the human activities and predict / forecast the activities to save energy.

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Dhawal B. updated status

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Dhawal Babbar

Hey all, Skills ● Machine learning enthusiast - Python (OPENCV), OCTAVE, Andrew NG course cousera -https://www.coursera.org/account/accomplishments/certificate/ZQKD3UVGKLUZ , Neural Networks Coursera - https://www.coursera.org/account/accomplishments/verify/9LAMHXXFK6J2, Introduction to Datascience in Python ● Competitive Programming - C++ ● Database Management – MYSQL Projects​ ​and​ ​Publications: TEAM: ● Star-Force​, A playful implementation of Jedi - force Using VR, Arduino, Image Processing (Shown at TEI 2017)-dl.acm.org/citation.cfm?id=3041098 ● Virtual​ ​Prosthetic​ ​arm,​ ​a virtual arm to relieve phantom limb pain INDIVIDUAL: ● Fly the Bird, A basic game using C Graphics ● Lets see your jump, A game using Python ● Sudoku solver, in python and c++ Awards ● ACM International collegiate programming contest (ACM ICPC)-2016 (Qualified for India Regionals) ● Darrel Chong Award - IEEE USICT 2017 - Leader IEEE USICT Volunteering and participation ● International conference on computational techniques (ICCTICT)-2016 (Part of Organizing committee) ● Volunteer at IMC(India Mobile Conference 2017) ● Mc Graw Hill- Data Science Workshop ● IEEE DSC 2016, 2017 ● IEEE Workshops on android and software development Along with this i am chairperson at IEEE USICT STUDENT BRANCH 2017-18

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