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.
|Title of host publication||International Conference on Business Information Systems|
|Publication status||Published - 2019|
|Series||Business Information Systems Workshops|
|Series||Lecture Notes in Business Information Processing|