Design of a New Photovoltaic Intelligent Monitoring and Control Device

Deep Pujara, David Ramirez, Cihan Tepedelenlioglu, Devarajan Srinivasan, Andreas Spanias

Research output: Chapter in Book/Report/Conference proceedingConference contribution

Abstract

Continuous monitoring and fault detection for solar arrays can increase overall power efficiency and prevent hazardous situations. This paper proposes an intelligent monitoring and control device (IMCD) that can measure relevant photovoltaic (PV) parameters such as temperature, voltage, current, and irradiance. Our system design is based on an Arduino microcontroller that acquires and processes data from a PV panel. The design is such that data collected from the PV panels can be processed locally and then transmitted to a networked computer using an integrated Zigbee wireless transceiver. The design has provisions for embedded machine learning (ML) and then cloud-based ML algorithms trained to detect and classify PV faults in real time. The IMCD design can reconfigure the connection topology of a PV array using relays. These relays can switch from series to parallel connection upon command and hence reconfigure the PV connection topology to optimize power output for different shading conditions.

Original languageEnglish (US)
Title of host publication14th International Conference on Information, Intelligence, Systems and Applications, IISA 2023
PublisherInstitute of Electrical and Electronics Engineers Inc.
ISBN (Electronic)9798350318067
DOIs
StatePublished - 2023
Event14th International Conference on Information, Intelligence, Systems and Applications, IISA 2023 - Volos, Greece
Duration: Jul 10 2023Jul 12 2023

Publication series

Name14th International Conference on Information, Intelligence, Systems and Applications, IISA 2023

Conference

Conference14th International Conference on Information, Intelligence, Systems and Applications, IISA 2023
Country/TerritoryGreece
CityVolos
Period7/10/237/12/23

Keywords

  • Fault Detection
  • Machine Learning
  • Monitoring Device
  • Solar Testbed
  • Topology Reconfiguration

ASJC Scopus subject areas

  • Artificial Intelligence
  • Computer Science Applications
  • Information Systems
  • Information Systems and Management
  • Safety, Risk, Reliability and Quality
  • Media Technology
  • Modeling and Simulation

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