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
2402014
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
892013
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
442014
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
432012
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
252013
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
222015
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, ...
2015 IEEE Global Conference on Signal and Information Processing (GlobalSIP …, 2015
212015
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
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
192016
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
182014
Neighbourhood NILM: A big-data approach to household energy disaggregation
N Batra, A Singh, K Whitehouse
arXiv preprint arXiv:1511.02900, 2015
92015
Matrix Factorisation for Scalable Energy Breakdown
N Batra, H Wang, A Singh, K Whitehouse
AAAI 2017, 2017
72017
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
Transferring Decomposed Tensors for Scalable Energy Breakdown across Regions
N Batra, Y Jia, H Wang, K Whitehouse
AAAI 2018, 2018
32018
R imor: towards identifying anomalous appliances in buildings
H Rashid, N Batra, P Singh
Proceedings of the 5th Conference on Systems for Built Environments, 33-42, 2018
22018
Systems and analytical techniques towards practical energy breakdown for homes
N Batra, A Singh, K Whitehouse
IIIT-Delhi, 2017
22017
Creating a Detailed Energy Breakdown from just the Monthly Electricity Bill
N Batra, A Singh, K Whitehouse
Proceedings of the 3rd International NILM Workshop, San Francisco, CA, USA …, 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
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Articles 1–20