کد مقاله کد نشریه سال انتشار مقاله انگلیسی نسخه تمام متن
5002441 1368453 2016 6 صفحه PDF دانلود رایگان
عنوان انگلیسی مقاله ISI
Cloud-based Decision Support and Automation for Precision Agriculture in Orchards
ترجمه فارسی عنوان
تصمیم گیری مبتنی بر ابر و اتوماسیون برای دقت کشاورزی در باغ ها
کلمات کلیدی
پردازش ابری، پشتیبانی تصمیم اتوماسیون، کشاورزی دقیق، کنترل نرم افزاری،
موضوعات مرتبط
مهندسی و علوم پایه سایر رشته های مهندسی مکانیک محاسباتی
چکیده انگلیسی
Recent technological and commercial developments make cloud computing an affordable, scalable, and highly-available platform technology. Meanwhile, precision agriculture is showing its potentials by improving agricultural operations through better data-driven decision making. Nevertheless, further development of precision agriculture requires better technology and tools to process data efficiently at a reasonable cost, and to translate the data to better decisions and actions in a field. We developed a framework for cloud-based Decision Support and Automation systems that can acquire data from various sources, synthesize application-specific decisions, and control field devices from the Cloud. A distinctive feature of our framework is its extensible software architecture: decision modules can be added and/or configured for a specific operation. The platform features a device-agnostic frontend that can process incoming data in different formats and semantics. Finally, the platform incorporates software-defined control, a new software design paradigm we proposed to enable versatile and safe control of field devices from a cloud computing platform. An early version of the system has been developed and tested with support from the USDA.
ناشر
Database: Elsevier - ScienceDirect (ساینس دایرکت)
Journal: IFAC-PapersOnLine - Volume 49, Issue 16, 2016, Pages 330-335
نویسندگان
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