Towards Data Quality Standardization for Electricity AMI Data Platform in Housing

As the demand for power energy rises, managing energy data quality effectively is becoming increasingly important. However, ensuring high-quality data remains challenging due to various factors such as errors in data entry, inconsistencies, and missing values. This paper highlights the need for data quality standardization to optimize the electricity Advanced Metering Infrastructure (AMI) data platform. Specifically, it focuses on improving the quality of AMI data in housing, discussing crucial strategies for standardizing data quality, and proposing an approach to address issues that directly affect AMI data's accuracy, reliability, and usability. Therefore, this paper emphasizes the importance of standardization in enhancing the efficiency and data-driven optimization of the electricity AMI data platform, thus improving the energy data quality in the electricity AMI big data platform in housing.