SS-L21: Advanced Signal Processing for Non-intrusive Load Monitoring |
| Session Type: Lecture |
| Time: Friday, May 17, 13:30 - 15:30 |
| Location: Meeting Room 15 |
| Session Chair: Stephen Makonin, Simon Fraser University |
| SS-L21.1: DEEP NEURAL NETWORKS FOR APPLIANCE TRANSIENT CLASSIFICATION |
| Manuscript Link: Click here to view manuscript on IEEE Xplore |
| Peter Davies; Green Running |
| Jonathan Dennis; Green Running |
| Jack Hansom; Green Running |
| William Martin; Green Running |
| Aistis Stankevicius; Green Running |
| Lionel Ward; Green Running |
| SS-L21.2: EVALUATION OF NON-INTRUSIVE LOAD MONITORING ALGORITHMS FOR APPLIANCE-LEVEL ANOMALY DETECTION |
| Manuscript Link: Click here to view manuscript on IEEE Xplore |
| Haroon Rashid; IIIT Delhi |
| Vladimir Stankovic; University of Strathclyde |
| Lina Stankovic; University of Strathclyde |
| Pushpendra Singh; IIIT Delhi |
| SS-L21.3: TRANSFERABILITY OF NEURAL NETWORK APPROACHES FOR LOW-RATE ENERGY DISAGGREGATION |
| Manuscript Link: Click here to view manuscript on IEEE Xplore |
| David Murray; University of Strathclyde |
| Lina Stankovic; University of Strathclyde |
| Vladimir Stankovic; University of Strathclyde |
| Srdjan Lulic; PanonIT |
| Srdjan Sladojevic; PanonIT |
| SS-L21.4: WAVENILM: A CAUSAL NEURAL NETWORK FOR POWER DISAGGREGATION FROM THE COMPLEX POWER SIGNAL |
| Manuscript Link: Click here to view manuscript on IEEE Xplore |
| Alon Harell; Simon Fraser University |
| Stephen Makonin; Simon Fraser University |
| Ivan Bajic; Simon Fraser University |
| SS-L21.5: NEURAL VARIATIONAL IDENTIFICATION AND FILTERING FOR STOCHASTIC NON-LINEAR DYNAMICAL SYSTEMS WITH APPLICATION TO NON-INTRUSIVE LOAD MONITORING |
| Manuscript Link: Click here to view manuscript on IEEE Xplore |
| Henning Lange; Carnegie Mellon University |
| Mario Berges; Carnegie Mellon University |
| Zico Kolter; Carnegie Mellon University |
| SS-L21.6: MULTI LABEL RESTRICTED BOLTZMANN MACHINE FOR NON-INTRUSIVE LOAD MONITORING |
| Manuscript Link: Click here to view manuscript on IEEE Xplore |
| Sagar Verma; Indraprastha Institute of Information Technology, Delhi |
| Shikha Singh; Indraprastha Institute of Information Technology, Delhi |
| Angshul Majumdar; Indraprastha Institute of Information Technology, Delhi |