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| 1 | A data analytics-based tool for the detection and diagnosis of anomalous daily energy patterns in buildings显示文摘In this paper,a tool for the detection and diagnosis of anomalous electrical daily energy patterns relative to a transformer substation of a university campus was developed and tested.Through an innovative pattern recognition analysis consisting in a multi-step clustering process,six clusters of anomalous daily load profiles were identified and isolated in two-year historical data of total electrical energy consumption.The infrequent electrical load profiles were found to be strongly affected,in terms of both shape and magnitude,by the energy consumption behaviour related to the heating/cooling mechanical room.Then,a fault-free predictive model,which uses artificial neural network(ANN)in combination with a Regression Tree,was developed to detect anomalous trends of the electrical energy consumption.The model was able to detect the 93.7%of the anomalous profiles and only the 5%of fault-free days were wrongly predicted as anomalous.Eventually,a diagnosis phase was conceived and validated with a testing data set.A number of daily abnormal load profiles were detected and compared with the centroids of the anomalous clusters identified in the pattern-recognition stage.The work led to the development of a flexible intelligent tool useful for operating a continuous commissioning of the campus facilities. | Marco Savino Piscitelli Silvio Brandi Alfonso Capozzoli Fu Xiao | 2021 | Building Simulation2021，14，1： | 2 |
| 2 | Multi frequency Planar Near Field Scanning by Means of Singular Value Decomposition (SVD) Optimization 显示文摘 | Capozzoli A Curcio C Liseno A | 2011 | IEEE Antennas Amp2011，53，6： | 1 |
| 3 | A measure of vigilance in infancy显示文摘 | RUFF H A CAPOZZOLI M DUBINER K PARRINELLO R | 1990 | Infant Behavioral Development1990，，13： | 1 |
| 4 | Hybrid HVAC systems with chemical dehumidifica- tion for supermarket applications显示文摘 | CAPOZZOLI A MAZZEI P MINICHIELO F | 2006 | Applied Thermal Engineering2006，26，89： | 1 |
| 5 | A comparison of HVAC systems for artwork conservation显示文摘 | Laura Bellia Alfonso Capozzoli Pietro Mazzei | 2007 | International Journal of Refrigeration2007，30，8： | 1 |
| 6 | Hybrid HVAC systems with chemical dehumidification for supermarket applications显示文摘 | Capozzoli Alfonso Mazzei Pietro Minichiello Francesco | 2006 | Applied Thermal Engineering2006，26，89： | 1 |
| 7 | Power Pattern Synthesis of Reconfigurable Conformal Arrays with Near-field Constraints显示文摘 | Bucci O M Capozzoli A Elia G D | | 0，，01： | 1 |
| 8 | Hybrid HVAC systems with chemical dehumidification for super- market applications 显示文摘 | Capozzoli A Mazzei P Minichiello F | 2006 | Applied Thermal Engineering2006，26，89： | 1 |
| 9 | Fault detection analysis of building energy consumption using data mining techniques显示文摘 | Khan I Capozzoli A Corgnati S P | 2013 | Energy Procedia2013，42，： | 1 |
| 10 | GPU-based 0o-k tomographie processing by ld non-uniform FFTs显示文摘 | Capozzoli A Curcio C Liseno A | 2012 | Progress in Electromagnetics Research M (PIER- M)2012，23，： | 1 |
| 11 | Learned Ethical Behavior: An Academic Perspective 显示文摘 | Gundersun D E Capozzoli E A Rajamma R K | 2008 | Journal of Education for Business2008，83，6： | 1 |
| 12 | Estimation models ofheating energy consumption in schools for localauthorities planning显示文摘 | Capozzoli A Grassi D Causone F | 2015 | Energy and Buildings2015，105，30： | 1 |
| 13 | Nano/micro ternary composites based on PP, nanoclay, and CaCO3 显示文摘 | Sorrentino L Berardini F Capozzoli M R | 2009 | Journal of Ap- plied Polymer Science2009，113，5： | 1 |
| 14 | Fast GPU-based interpolation for SAR back-projection显示文摘 | Capozzoli A Curcio C Liseno A | 2013 | Progress in Electromagnetics Research2013，133，： | 1 |
| 15 | Implementing peer review:guidelines for managers and staff显示文摘 | Davis KK Capozzoli J Parks J | 2009 | Nurs Adm Q2009，33，3： | 1 |
| 16 | Fast GPU-based interpolation for SAR backprojection 显示文摘 | Capozzoli A Curcio C Liseno A | 2013 | Progress In Electromagneties Research2013，133，： | 1 |
| 17 | Development of attention and distraetibility in the first 4 years of fife显示文摘 | Ruff HA Capozzoli MC | 2003 | Dev Psycho12003，39，5： | 1 |
| 18 | Evaluation of the correct position of peripherally inserted central catheters: anatomical landmark vs electrocardiographic technique显示文摘 | Baldinelli F Capozzoli G Pedrazzoli R | 2015 | J Vasc Access2015，16，6： | 1 |
| 19 | USE of the ANOVA approach for sensitive building energy design显示文摘 | Houcem Eddine Mechri Alfonso Capozzoli Vincenzo Corrado | 2010 | Applied Energy2010，，10： | 1 |
| 20 | Development of attention and distractibility in the first 4 years of life显示文摘 | Ruff HA Capozzoli MC | 2003 | Dev Psycbol2003，39，5： | 1 |
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