A Method for Electric Load Data Verfication and Repair in home Environment

Liu, Qi; Li, Shengjun; Liu, Xiaodong; Linge, Nigel

Abstract

Most people do not have a consciousness of energy saving. For this phenomenon, the governments are building smart grids to take measures for the energy crisis. Electric load data records the electric consumption and plays an important role in operation and planning of the power system. However, in home, electric load data usually has the abnormal, noisy and missing data due to various factors. With wrong data, we can not analysis the data correctly, then can not take the right actions to avoid the energy wastes. In this paper, we propose a new solution for the electric load data verification and repair in home environment. As the result shows, proposed method have a better performance than the up to date methods.

Citation

Liu, Q., Li, S., Liu, X., & Linge, N. (2016, July). A Method for Electric Load Data Verfication and Repair in home Environment. Presented at the 2nd International Conference on Cloud Computing and Security

• Presentation Conference Type: Conference Paper (published)
• Conference Name: the 2nd International Conference on Cloud Computing and Security
• Start Date: Jul 29, 2016
• End Date: Jul 31, 2016
• Acceptance Date: May 1, 2016
• Online Publication Date: Nov 1, 2016
• Publication Date: Aug 31, 2016
• Deposit Date: Jan 30, 2017
• Electronic ISSN: 1611-3349
• Publisher: BMC
• Pages: 244-253
• Series Title: Lecture Notes in Computer Science
• Series ISSN: 0302-9743
• Book Title: Cloud Computing and Security. ICCCS 2016
• ISBN: 9783319486734; 9783319486741
• DOI: https://doi.org/10.1007/978-3-319-48674-1_22
• Keywords: Data repair, Power data quality, Power system, Home energy management
• Public URL: http://researchrepository.napier.ac.uk/Output/451330
• Additional Information: This work is supported by the NSFC (61300238, 61300237, 61232016, 1405254, 61373133), Marie Curie Fellowship (701697-CAR-MSCA-IFEF-ST), Basic Research Programs (Natural Science Foundation) of Jiangsu Province (BK20131004) and the PAPD fund