Using memristor state change behavior to identify faults in photovoltaic arrays

Jimson Mathew, Marco Ottavi, Yuanfan Yang, Dhiraj K. Pradhan

Research output: Chapter in Book/Report/Conference proceedingConference contributionAcademicpeer-review

4 Citations (Scopus)

Abstract

Memristor is an emerging non-volatile memory device that features smaller size and hybrid memristor/CMOS integration, which maximizes the advantages of high density and versatility. In this paper we utilize the memristor as weights and its state change behavior to capture some of the potential faults in a system. Photovoltaic arrays are taken as an example for the study. We will demonstrate that the state variations can be mapped into a timing which can be used as useful information for behavior of the system under measurement. Empirical studies are carried out using Spice based simulations to investigate into the impact of biasing and threshold voltages on timing behavior. Underpinning these studies, a relationship between input voltage and memristor state transition is proposed and extensively validated through further simulations to identify specific faulty behavior.
Original languageEnglish
Title of host publicationProceedings - IEEE International Symposium on Defect and Fault Tolerance in VLSI Systems
Place of PublicationPiscataway, NJ
PublisherIEEE
ISBN (Electronic)978-1-4799-6155-9
DOIs
Publication statusPublished - 2014
Externally publishedYes
EventInternational Symposium on Defect and Fault Tolerance in VLSI and Nanotechnology Systems, DFT 2014 - Amsterdam, Netherlands
Duration: 1 Oct 20143 Oct 2014

Conference

ConferenceInternational Symposium on Defect and Fault Tolerance in VLSI and Nanotechnology Systems, DFT 2014
Abbreviated titleDFT 2014
Country/TerritoryNetherlands
CityAmsterdam
Period1/10/143/10/14

Fingerprint

Dive into the research topics of 'Using memristor state change behavior to identify faults in photovoltaic arrays'. Together they form a unique fingerprint.

Cite this