论文信息 - COOLL: Controlled On/Off Loads Library, a Public Dataset of High-Sampled Electrical Signals for Appliance Identification

COOLL: Controlled On/Off Loads Library, a Public Dataset of High-Sampled Electrical Signals for Appliance Identification

This paper gives a brief description of the Controlled On/Off Loads Library (COOLL) dataset. This latter is a dataset of high-sampled electrical current and voltage measurements representing individual appliances consumption. The measurements were taken in June 2016 in the PRISME laboratory of the University of Orleans, France. The appliances are mainly controllable appliances (i.e. we can precisely control their turn-on/off time instants). 42 appliances of 12 types were measured at a 100 kHz sampling frequency.

[1] Yves Raingeaud,et al. A measurement system for creating datasets of on/off-controlled electrical loads , 2016, 2016 IEEE 16th International Conference on Environment and Electrical Engineering (EEEIC).

[2] Amarjeet Singh,et al. An in depth study into using EMI signatures for appliance identification , 2014, BuildSys@SenSys.

[3] Anthony Rowe,et al. BLUED : A Fully Labeled Public Dataset for Event-Based Non-Intrusive Load Monitoring Research , 2012 .

[4] Mohamed Nait Meziane,et al. A New Measurement System for High Frequency NILM with Controlled Aggregation Scenarios , 2016 .

[5] H. Jacobsen,et al. WHITED-A Worldwide Household and Industry Transient Energy Data Set , 2016 .

[6] J. Zico Kolter,et al. REDD : A Public Data Set for Energy Disaggregation Research , 2011 .

[7] Jingkun Gao,et al. PLAID: a public dataset of high-resoultion electrical appliance measurements for load identification research: demo abstract , 2014, BuildSys@SenSys.

[8] Jack Kelly,et al. The UK-DALE dataset, domestic appliance-level electricity demand and whole-house demand from five UK homes , 2014, Scientific Data.