Crop Area Management Based on Fuzzy Analysis of Historical Sensor Readings Combined Within a Unified IoT Platform
Year: 2024
Type: article
Abstract: The network-centric approach to building control systems using wireless technologies has shown its effectiveness in practice. Currently, active research is underway in the field of implementing a network-centric approach to improve the management of business entities. A network-centric control system is a distributed control system in which its main components are integrated into a single information space. The purpose of this research is to develop proposals for building a network-centric model for managing geographically distributed crop areas based on a digital IoT-platform, which represents a universal info-communication environment. The features of network-centric control using fuzzy modeling systems that provide analytical support for decision-making under uncertainty are considered. As an example, it is considered a method of fuzzy modeling and forecasting of segments of averaged sensor readings from web-devices, which can provide information support for predictive and prescriptive analytical solutions. Proposed solutions can be used not only in the field of precision agriculture, but also to build a digital network-centric management platform for any business entity.
Institution: İdarəetmə Sistemləri İnstitutu
Language: English
Topic: Smart Agriculture and AI
Subfield: Plant Science
Domain: Life Sciences
Open Access status: diamond
OpenAlex ID: W4401425809