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Building and Environment, ISSN 0360-1323, 09/2018, Volume 142, p. 513
Journal Article
IEEE Embedded Systems Letters, ISSN 1943-0663, 8/2019, pp. 1 - 1
Power utilities leverage Demand Response (DR) events to effectively reduce the peak load at critical times with excessive power demand. DR programs are... 
flexibility | Demand response | deferrable loads | time-series analysis
Journal Article
Applied Energy, ISSN 0306-2619, 06/2018, Volume 220, pp. 829 - 841
Journal Article
Journal of Construction Engineering and Management, ISSN 0733-9364, 03/2012, Volume 138, Issue 3, pp. 431 - 442
Journal Article
Applied Energy, ISSN 0306-2619, 11/2019, Volume 254, p. 113693
•A data-driven segmentation approach using individual loads for demand response is presented.•The segmentation approach successfully distinguishes users based... 
Smart appliances | Demand response | Flexibility | Connected homes | Residential buildings | Grid-interactive efficient buildings | RESPONSIVENESS | MANAGEMENT-SYSTEM | ENERGY & FUELS | ENGINEERING, CHEMICAL | EXPERIENCES | TECHNOLOGIES | ELECTRICITY | HOME
Journal Article
Building and Environment, ISSN 0360-1323, 09/2018, Volume 142, pp. 513 - 523
Journal Article
Energy & Buildings, ISSN 0378-7788, 12/2014, Volume 85, pp. 536 - 548
Journal Article
Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics), ISSN 0302-9743, 2018, Volume 10864, pp. 232 - 242
Conference Proceeding
Neurocomputing, ISSN 0925-2312, 06/2019, Volume 347, pp. 94 - 108
Spectral clustering algorithms typically require a priori selection of input parameters such as the number of clusters, a scaling parameter for the affinity... 
Self-tuning clustering | Time-series | Spectral clustering | Automated clustering | Multi-scale data | High-dimensional features | Eigengap | MEAN SHIFT | COMPUTER SCIENCE, ARTIFICIAL INTELLIGENCE | Gene expression | Algorithms | Green technology
Journal Article
Procedia Engineering, ISSN 1877-7058, 2016, Volume 145, pp. 956 - 963
Studies have shown that increasing the granularity of energy consumption information in buildings could facilitate achieving energy saving objectives. Lighting... 
Load monitoring | Lighting systems | Spectral analysis | Building Energy Management
Journal Article
Energy & Buildings, ISSN 0378-7788, 02/2014, Volume 70, pp. 398 - 410
Journal Article