Nipun Batra
TitleCited byYear
NILMTK: an open source toolkit for non-intrusive load monitoring
N Batra, J Kelly, O Parson, H Dutta, W Knottenbelt, A Rogers, A Singh, ...
Proceedings of the 5th international conference on Future energy systems …, 2014
2122014
It's Different: Insights into home energy consumption in India
N Batra, M Gulati, A Singh, MB Srivastava
Proceedings of the 5th ACM Workshop on Embedded Systems For Energy-Efficient …, 2013
802013
Sensoract: a privacy and security aware federated middleware for building management
P Arjunan, N Batra, H Choi, A Singh, P Singh, MB Srivastava
Proceedings of the Fourth ACM Workshop on Embedded Sensing Systems for …, 2012
422012
A comparison of non-intrusive load monitoring methods for commercial and residential buildings
N Batra, O Parson, M Berges, A Singh, A Rogers
arXiv preprint arXiv:1408.6595, 2014
362014
INDiC: Improved Non-Intrusive load monitoring using load Division and Calibration
N Batra, H Dutta, A Singh
12th International Conference on Machine Learning and Applications (ICMLA’13), 2013
242013
Experiences with Occupancy Based Building Management Systems
N Batra, P Arjunan, A Singh, P Singh
Intelligent Sensors, Sensor Networks and Information Processing, 2013 IEEE …, 2013
202013
If You Measure It, Can You Improve It? Exploring The Value of Energy Disaggregation
N Batra, A Singh, K Whitehouse
Proceedings of the 2nd ACM International Conference on Embedded Systems for …, 2015
182015
Nilmtk v0. 2: a non-intrusive load monitoring toolkit for large scale data sets: demo abstract
J Kelly, N Batra, O Parson, H Dutta, W Knottenbelt, A Rogers, A Singh, ...
Proceedings of the 1st ACM Conference on Embedded Systems for Energy …, 2014
162014
Dataport and nilmtk: A building data set designed for non-intrusive load monitoring
O Parson, G Fisher, A Hersey, N Batra, J Kelly, A Singh, W Knottenbelt, ...
152015
Gemello: Creating a detailed energy breakdown from just the monthly electricity bill
N Batra, A Singh, K Whitehouse
Proceedings of the 22nd ACM SIGKDD International Conference on Knowledge …, 2016
122016
Neighbourhood nilm: A big-data approach to household energy disaggregation
N Batra, A Singh, K Whitehouse
arXiv preprint arXiv:1511.02900, 2015
72015
Data Driven Energy Efficiency in Buildings
N Batra, A Singh, P Singh, H Dutta, V Sarangan, M Srivastava
arXiv preprint arXiv:1404.7227, 2014
62014
How good is good enough? Re-evaluating the bar for energy disaggregation
N Batra, R Baijal, A Singh, K Whitehouse
arXiv preprint arXiv:1510.08713, 2015
52015
Matrix Factorisation for Scalable Energy Breakdown
N Batra, H Wang, A Singh, K Whitehouse
AAAI 2017, 2017
42017
Systems and analytical techniques towards practical energy breakdowns for homes
N Batra
Delhi, 2017
22017
Creating a Detailed Energy Breakdown from just the Monthly Electricity Bill
N Batra, A Singh, K Whitehouse
3rd International NILM Workshop, 179, 2016
22016
Exploring The Value of Energy Disaggregation Through Actionable Feedback
N Batra, A Singh, K Whitehouse
International Workshop on Non-Intrusive Load Monitoring, 2016
22016
Non Intrusive Load Monitoring: Systems, Metrics and Use Cases
N Batra
Proceedings of the 13th ACM Conference on Embedded Networked Sensor Systems …, 2015
22015
Bits and Watts: Improving energy disaggregation performance using power line communication modems
N Batra, M Gulati, P Jain, K Whitehouse, A Singh
Proceedings of the 1st ACM Conference on Embedded Systems for Energy …, 2014
22014
Transferring Decomposed Tensors for Scalable Energy Breakdown across Regions
N Batra, Y Jia, H Wang, K Whitehouse
AAAI 2018, 2018
12018
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