Improving Line Parameter Estimation using Single-Phase Smart Meter Data

Author(s)

Cunha, Vinicius C. ; Freitas, Walmir ; Padilha-Feltrin, Antonio ; Santoso, Surya ; IEEE

• Document type: Journal article
• Source: 2021 IEEE POWER & ENERGY SOCIETY GENERAL MEETING (PESGM); v. N/A, p. 5-pg., 2021-01-01.

Abstract

Distribution utility databases often present data errors, such as incorrect values of line parameters. To deal with line parameters errors, methods using smart meter measurements, especially based on multiple linear regression, have gained attention recently. However, the discussion of how the measurements acquired in smart meters impact the performance of the method is limited. In this context, this paper compares the accuracy of a multiple linear regression method for line parameters estimation using aggregate (i.e., the total power and line voltage) and single-phase measurements. Typical North American and European low-voltage (LV) topologies are considered in the test systems. The paper shows that for both topologies, line parameters are more precisely estimated when single-phase measurements are utilized. Additionally, line X/R ratios have little influence on the performance of the method for the cases using single-phase measurements. (AU)

• FAPESP's process: 16/08645-9 - Interdisciplinary research activities in electric smart grids
• Grantee: João Bosco Ribeiro do Val
• Support Opportunities: Research Projects - Thematic Grants
• FAPESP's process: 19/17959-5 - Investigations of sustainable solutions for the integration of emerging technologies into the energy distribution systems of the future
• Grantee: Walmir de Freitas Filho
• Support Opportunities: Research Grants - Visiting Researcher Grant - Brazil
• FAPESP's process: 17/10476-3 - Integration of new methods into distribution management systems in the presence of distributed energy resources and smart meters
• Grantee: Vinicius Carnelossi da Cunha
• Support Opportunities: Scholarships in Brazil - Doctorate
• FAPESP's process: 19/20186-8 - Estimation of topology, line parameters and switches status in medium voltage distribution systems using smart meter measurements
• Grantee: Vinicius Carnelossi da Cunha
• Support Opportunities: Scholarships abroad - Research Internship - Doctorate