An expert system for vineyard management based upon ubiquitous network technologies

Giuseppe Aiello, Luigi Cannizzaro, Giada La Scalia, Cinzia Muriana

Research output: Contribution to journalArticle

Abstract

Vineyard operations for quality wines production are currently based upon costly and time-consuming manual sampling operations required to assess the maturity phases of grapevines. The ripening process however is significantly influenced by the environmental parameters which nowadays can be effectively monitored by means of ubiquitous computing technologies. Besides the possibility of gathering data, hence, suitable tools are required to support the vineyard management process. The present research concerns the development of an expert system to effectively manage the vineyard operations. The methodology is based on the analysis of the time series of indices related to the maturation phases by means of referenced growth models, and on the prediction of the achievement of maturation thresholds. The paper also reports the results of an experimental study on a Sicilian vineyard.

Original languageEnglish
Pages (from-to)230-247
Number of pages18
JournalInternational Journal of Services Operations and Informatics
Volume6
Issue number3
DOIs
Publication statusPublished - Jul 2011

Keywords

  • Expert systems
  • RFID
  • Time-series forecasting
  • Vineyard management
  • Wireless sensor networks
  • WSN

ASJC Scopus subject areas

  • Computer Science Applications
  • Information Systems
  • Management Information Systems
  • Management Science and Operations Research

Fingerprint Dive into the research topics of 'An expert system for vineyard management based upon ubiquitous network technologies'. Together they form a unique fingerprint.

  • Cite this