Leveraging smart meter data to recognize home appliances
暂无分享,去创建一个
Friedemann Mattern | Thorsten Staake | Markus Weiss | Adrian Helfenstein | F. Mattern | T. Staake | Markus Weiss | Adrian Helfenstein
[1] B.A. Smith,et al. Using a rule-based algorithm to disaggregate end-use load profiles from premise-level data , 1991, IEEE Computer Applications in Power.
[2] G. W. Hart,et al. Nonintrusive appliance load monitoring , 1992, Proc. IEEE.
[3] Steven B. Leeb,et al. Non-intrusive electrical load monitoring in commercial buildings based on steady-state and transient load-detection algorithms , 1996 .
[4] A. Albicki,et al. Data extraction for effective non-intrusive identification of residential power loads , 1998, IMTC/98 Conference Proceedings. IEEE Instrumentation and Measurement Technology Conference. Where Instrumentation is Going (Cat. No.98CH36222).
[5] Radu Zmeureanu,et al. Using a pattern recognition approach to disaggregate the total electricity consumption in a house into the major end-uses , 1999 .
[6] Radu Zmeureanu,et al. Nonintrusive load disaggregation computer program to estimate the energy consumption of major end uses in residential buildings , 2000 .
[7] A. Prudenzi,et al. A neuron nets based procedure for identifying domestic appliances pattern-of-use from energy recordings at meter panel , 2002, 2002 IEEE Power Engineering Society Winter Meeting. Conference Proceedings (Cat. No.02CH37309).
[8] Steven B. Leeb,et al. Power signature analysis , 2003 .
[9] W. R. Schucany. Kernel Smoothers: An Overview of Curve Estimators for the First Graduate Course in Nonparametric Statistics , 2004 .
[10] A.C. Liew,et al. Neural-network-based signature recognition for harmonic source identification , 2006, IEEE Transactions on Power Delivery.
[11] Gregory D. Abowd,et al. At the Flick of a Switch: Detecting and Classifying Unique Electrical Events on the Residential Power Line (Nominated for the Best Paper Award) , 2007, UbiComp.
[12] H. Y. Lam,et al. A Novel Method to Construct Taxonomy Electrical Appliances Based on Load Signaturesof , 2007, IEEE Transactions on Consumer Electronics.
[13] Elgar Fleisch,et al. Handy feedback: connecting smart meters with mobile phones , 2009, MUM.
[14] Shwetak N. Patel,et al. ElectriSense: single-point sensing using EMI for electrical event detection and classification in the home , 2010, UbiComp.
[15] Friedemann Mattern,et al. ICT for Green – How Computers Can Help Us to Conserve Energy , 2010 .
[16] A. Schoofs,et al. Real-Time Recognition and Profiling of Appliances through a Single Electricity Sensor , 2010, 2010 7th Annual IEEE Communications Society Conference on Sensor, Mesh and Ad Hoc Communications and Networks (SECON).
[17] Andrew Y. Ng,et al. Energy Disaggregation via Discriminative Sparse Coding , 2010, NIPS.
[18] Erik Wilde,et al. From the Internet of Things to the Web of Things: Resource-oriented Architecture and Best Practices , 2011, Architecting the Internet of Things.
[19] Silvia Santini,et al. Opportunistic Sensing for Smart Heating Control in Private Households , 2011 .
[20] Elgar Fleisch,et al. PowerPedia: changing energy usage with the help of a community-based smartphone application , 2011, Personal and Ubiquitous Computing.