An ICT Platform Design for Traceability and Big Data Analytics of Sugarcane Harvesting Operation

Setiawan, Ageng; Wahyuddin, S; Rijanto, Estiko

doi:10.1109/ic3ina48034.2019.8949594

Cited by 3 publications

(1 citation statement)

References 19 publications

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“…The designed embedded system can communicate with the engine ECU and other controllers in the cane harvester through CAN bus using ISO 11783. Moreover, the designed embedded system communicates remotely with a farm management information system (FMIS) computer through wireless communication networks [21].…”

Section: B Embedded Monitoring System Designmentioning

confidence: 99%

A new design of embedded monitoring system for maintenance and performance monitoring of a cane harvester tractor

Rijanto

Adiwiguna

Sadono

et al. 2020

J. Mechatron. Electr. Power Veh. Technol.

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In modern sugarcane farms, sugarcane chopper harvesters are becoming widely used. A modern sugarcane chopper harvester is essentially a mechatronic system composed of a tractor and some implements with several electro-hydraulic control systems. Those control systems are controlled by electronic controller units (ECUs). It may fail during harvesting operation due to lack of maintenance, operator's awareness, skill, and field contour. This paper presents a new design of an embedded monitoring system for maintenance and production performance monitoring of a sugarcane chopper harvester in a real-time manner. A prototype of the embedded monitoring system was developed which partially realized the designed system. The experimental result showed that the main computer could communicate with other ECUs using a controller area network (CAN) bus. The dataset from four channels retrieved from the CAN bus represents the real values originating from the temperature sensor simulators. Apart from being sent to the CAN bus, the data are also recorded on a secure digital (SD) Card and sent to the internet of things (IoT) server. In the update time interval testing, the 100 ms interval does not give any error.

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Section: B Embedded Monitoring System Designmentioning

confidence: 99%

A new design of embedded monitoring system for maintenance and performance monitoring of a cane harvester tractor

Rijanto

Adiwiguna

Sadono

et al. 2020

J. Mechatron. Electr. Power Veh. Technol.

Self Cite

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Advanced Application Development in Agriculture—Issues and Challenges

Gandhi

2023

Lecture Notes in Networks and Systems

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Recent Trends of Big Data in Precision Agriculture: a Review

Sourav

Emanuel

2021

IOP Conf. Ser.: Mater. Sci. Eng.

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Recent developments in the field of technology have led to a renewed interest in the field of smart agriculture. The current smart agricultural system produces and depends on large amounts of data, yet, it is hard to process the vast amounts of data using traditional data analysis systems. Big Data technologies have attracted much attention among researchers due to their potential to handle large amounts of data. Thus, for numerous possibilities and powerful data processing capabilities, Big Data continues to become a hot topic of research in the agricultural field. This is indicated by the existing several pilot projects as well as various investigations that have been performed in the Big Data area. Therefore, this study attempts to review the recent trends of Big Data technology in the field of precision agriculture. The research focuses on the latest applications of Big Data technology in multi-disciplinary agri-area domains. A total of 25 recently published studies about Big Data in agri-areas were selected for the review process after proper screening. The selected papers were categorized according to their fields of study, purposes, methods applied, as well as their contributions in the agri-field. The findings indicated that Big Data application areas are expanding, and the impacts are significant in precision agriculture.

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An ICT Platform Design for Traceability and Big Data Analytics of Sugarcane Harvesting Operation

Cited by 3 publications

References 19 publications

A new design of embedded monitoring system for maintenance and performance monitoring of a cane harvester tractor

A new design of embedded monitoring system for maintenance and performance monitoring of a cane harvester tractor

Advanced Application Development in Agriculture—Issues and Challenges

Recent Trends of Big Data in Precision Agriculture: a Review

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