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Energy Dataset of Advanced Metering Infrastructure
- Citation Author(s):
- Submitted by:
- Hemavathi N
- Last updated:
- Fri, 08/09/2024 - 01:24
- DOI:
- 10.21227/ymmv-6316
- Data Format:
- Research Article Link:
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Abstract
Smart grid, an application of Internet of Things (IoT) is modern power grid that encompasses power and communication network from generation to utilization. Home Area Network (HAN), Field or Neighborhood Area Network (FAN/NAN) and Wide Area network (NAN) using Wireless LAN and Wireless/Wired WAN protocols are employed from generation to utilization . Advanced Metering Infrastructure, a utilization side infrastructure facilitates communication between smart meters and the server where energy efficient protocols are mandate to support smart grid.
The Advanced Metering Infrastructure (AMI) is established in the Electrical Drives Laboratory, School of Electrical and Electronics Engineering, SASTRA Deemed to be University, Thanjavur, Tamil Nadu, India. The testbed integrates voltage and current sensors into individual homes, connecting them to ESP32 modules. This setup is replicated across multiple homes, with each ESP32 calculating energy usage. The energy consumption data from multiple ESP32 modules is transmitted to a single receiver ESP32 and the data is visualized through an Edge node (Raspberry Pi), functioning in a many-to-one model. The data is then published to the Thingspeak cloud storage solution, where the energy data is securely stored, facilitating easy access and analysis. The dataset includes network traffic data captured by Wireshark, as well as energy consumption data of various loads.
Dataset Files
- dc bulb.csv (2.23 kB)
- dc fan.csv (2.93 kB)
- Edge.csv (13.08 MB)
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