TY - GEN
T1 - SmartM: A Non-intrusive Load Monitoring Platform
AU - Liu, Xiufeng
AU - Bolwig, Simon
AU - Nielsen, Per Sieverts
PY - 2019
Y1 - 2019
N2 - Real-time energy consumption monitoring is becoming increasingly important in smart energy management as it provides the opportunity for novel applications through data analytics, including anomaly detection, energy leakage, and theft. This paper presents a smart non-intrusive load monitoring approach for residential households, collecting fine-grained energy consumption data and disaggregating the data of appliances. The paper describes the implementation of the monitoring system, the data set, load disaggregation, and the challenges for future work.
AB - Real-time energy consumption monitoring is becoming increasingly important in smart energy management as it provides the opportunity for novel applications through data analytics, including anomaly detection, energy leakage, and theft. This paper presents a smart non-intrusive load monitoring approach for residential households, collecting fine-grained energy consumption data and disaggregating the data of appliances. The paper describes the implementation of the monitoring system, the data set, load disaggregation, and the challenges for future work.
U2 - 10.1007/978-3-030-36691-9_36
DO - 10.1007/978-3-030-36691-9_36
M3 - Article in proceedings
T3 - Business Information Systems Workshops
SP - 424
EP - 434
BT - International Conference on Business Information Systems
ER -
