Performance evaluation of techniques for identifying abnormal energy consumption in buildings

The IEEE Access Journal has published our paper on anomaly detection. Titled Performance evaluation of techniques for identifying abnormal energy consumption in buildings, with co-authors Megha Gaur, Ivan V. Bajic, and Angshul Majumdar. Here is the paper abstract: Energy consumption in buildings has steadily increased. Buildings consume more energy than necessary due to suboptimal design and … Continue reading Performance evaluation of techniques for identifying abnormal energy consumption in buildings

WaveNILM: A Causal Neural Network for Power Disaggregation from the Complex Power Signal

Last week I found out that a conference paper I helped co-author with colleagues Alon Harell and Ivan V. Bajic was accepted for publication. Titled WaveNILM: A Causal Neural Network for Power Disaggregation from the Complex Power Signal, it will be presented at the 44th International Conference on Acoustics, Speech, and Signal Processing (ICASSP) on May 17, 2019 … Continue reading WaveNILM: A Causal Neural Network for Power Disaggregation from the Complex Power Signal

Residential Power Forecasting Using Load Identification and Graph Spectral Clustering

Last week I found out that a journal paper I helped co-author with colleagues Chinthaka Dinesh and Ivan V. Bajić was accepted for publication. Titled Residential Power Forecasting Using Load Identification and Graph Spectral Clustering it will be published in journal IEEE Transactions on Circuits and Systems II: Express Briefs. Here is the paper abstract: Forecasting energy or power usage … Continue reading Residential Power Forecasting Using Load Identification and Graph Spectral Clustering

Incorporating Time-Of-Day Usage Patterns Into Non-Intrusive Load Monitoring

This month I found out that a conference paper I helped co-author with colleagues Chinthaka Dinesh and Ivan V. Bajić was accepted for presentation. Titled Time-Of-Day Usage Patterns Into Non-Intrusive Load Monitoring, it will be presented at the 5th IEEE Global Conference on Signal and Information Processing (GlobalSIP) this November in Montreal, Canada. Here is the paper abstract: Understanding appliance power … Continue reading Incorporating Time-Of-Day Usage Patterns Into Non-Intrusive Load Monitoring

A competition for energy disaggregation algorithms | Jack Kelly

A message from my good friend and colleague Jack Kelly: Source: A competition for energy disaggregation algorithms | Jack Kelly Now that I've (finally!) submitted my PhD thesis, I can focus on designing and implementing a competition for energy disaggregation algorithms. EDF Energy have kindly given me post-doc funding from now until the end of … Continue reading A competition for energy disaggregation algorithms | Jack Kelly

Disaggregated Homes: Announcing EPRI EU NILM 2016

(Source: Disaggregated Homes: Announcing EPRI EU NILM 2016) We’re pleased to announce that the European Workshop on Non-intrusive Load Monitoring will be held on the 17-18th October 2016 in London, UK. This year’s workshop is a collaborative effort between the organisers of EU NILM 2014 and EU NILM 2015 and the Electric Power Research Institute (EPRI). The aim of the … Continue reading Disaggregated Homes: Announcing EPRI EU NILM 2016

Load Disaggregation Based on Aided Linear Integer Programming

Today I found out that a journal paper I helped co-author with colleagues Md. Zulfiquar Ali Bhotto and Ivan V. Bajić was accepted for publication. Titled Load Disaggregation Based on Aided Linear Integer Programming it will be published in journal IEEE Transactions on Circuits and Systems II: Express Briefs. Here is the paper abstract: Load disaggregation based on aided linear integer programming … Continue reading Load Disaggregation Based on Aided Linear Integer Programming