학술논문

Energy Metering Data Estimation and Validation in Railways
Document Type
Periodical
Source
IEEE Transactions on Power Delivery IEEE Trans. Power Delivery Power Delivery, IEEE Transactions on. 37(5):4326-4334 Oct, 2022
Subject
Power, Energy and Industry Applications
Rail transportation
Meters
Europe
Mathematical models
Energy measurement
Uncertainty
Mechanical power transmission
Energy metering
railways
consumption estimation
validation bounds
data validation
Language
ISSN
0885-8977
1937-4208
Abstract
The opening up of the railway to competition in Europe has been accompanied by many technical challenges never before seen in the railway field. One of these challenges concerns precise energy metering. As European railways have been a monopoly until now, the current systems can only measure the energy consumption of a single operator. In accordance with European law, the installation of an energy meter has been mandatory in new or refurbished rolling stocks since 2014. Nevertheless, these energy meters are still not fully reliable, with misreadings and missing readings being common occurrences. To address the problem of energy metering data reliability, this paper presents a method for validating the reading measurement based on a physical model and validates it in two different case studies. For the issue of energy metering data availability, different estimators are developed, and their performance are shown with the aim of calculating the missing consumptions for both case studies. Finally, the paper suggests how these methods may be implemented in other types of trains.