Nipun Batra
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Year
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
3322014
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
1232013
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
692014
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
602012
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
522015
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
372015
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
332014
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
322013
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
312016
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
302013
Neighbourhood nilm: A big-data approach to household energy disaggregation
N Batra, A Singh, K Whitehouse
arXiv preprint arXiv:1511.02900, 2015
182015
Data driven energy efficiency in buildings
N Batra, A Singh, P Singh, H Dutta, V Sarangan, M Srivastava
arXiv preprint arXiv:1404.7227, 2014
182014
Matrix Factorisation for Scalable Energy Breakdown
N Batra, H Wang, A Singh, K Whitehouse
AAAI 2017, 2017
162017
Rimor 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
132018
Towards reproducible state-of-the-art energy disaggregation
N Batra, R Kukunuri, A Pandey, R Malakar, R Kumar, O Krystalakos, ...
Proceedings of the 6th ACM International Conference on Systems for Energy …, 2019
102019
Transferring Decomposed Tensors for Scalable Energy Breakdown across Regions
N Batra, Y Jia, H Wang, K Whitehouse
AAAI 2018, 2018
102018
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
82015
Sensoract: Design and implementation of fine-grained sensing and control sharing in buildings
P Arjunan, M Saha, M Gulati, N Batra, A Singh, P Singh
the poster track of 10th USENIX Symposium on Networked Systems Design and …, 2013
82013
Exploring the value of energy disaggregation through actionable feedback
N Batra, A Singh, K Whitehouse
International workshop on non-intrusive load monitoring, 2016
72016
Systems and analytical techniques towards practical energy breakdown for homes
N Batra, A Singh, K Whitehouse
IIIT-Delhi, 2017
42017
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Articles 1–20