Applications and Challenges of Fieldbus Technology in Intelligent Manufacturing Systems Article Swipe

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YOU? · · 2024 · Open Access · · DOI: https://doi.org/10.2478/amns-2024-0900

This study advances the field of intelligent manufacturing by integrating automation, information technology, and digitalization into a novel “five horizontal and three vertical” system architecture. We introduce an enhanced model-free adaptive control (MFAC) algorithm that utilizes a dynamic linearization method alongside pseudo-partial derivatives (PPD) for optimizing data transfer within intelligent manufacturing systems. Using CANoe software for simulation, our research demonstrates the improved MFAC algorithm’s superior bus message transmission efficiency by 0.0224 to 0.026 and a significant reduction in the network load factor by 0.2068. These advancements highlight the efficacy of fieldbus technology in reducing network congestion and enhancing real-time performance in intelligent manufacturing environments.

Related Topics

Electrical Engineering

Mechanical Engineering

Concepts

Fieldbus Automation Data transmission Computer science Field (mathematics) FOUNDATION fieldbus Embedded system Linearization Reduction (mathematics) Transmission (telecommunications) Distributed computing Engineering Control system Computer network Nonlinear system Electrical engineering Mechanical engineering Geometry Telecommunications Physics Quantum mechanics Pure mathematics Mathematics

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Type: article
Language: en
Landing Page: https://doi.org/10.2478/amns-2024-0900
OA Status: gold
Cited By: 2
References: 13
Related Works: 10
OpenAlex ID: https://openalex.org/W4395693882

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DOI: https://doi.org/10.2478/amns-2024-0900

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Title: Applications and Challenges of Fieldbus Technology in Intelligent Manufacturing Systems

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Type: article

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Language: en

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Publication year: 2024

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Publication date: 2024-01-01

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Authors: Li Zhang, Xiaojing Hu, Baoyin Wu

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Landing page: https://doi.org/10.2478/amns-2024-0900

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Concepts: Fieldbus, Automation, Data transmission, Computer science, Field (mathematics), FOUNDATION fieldbus, Embedded system, Linearization, Reduction (mathematics), Transmission (telecommunications), Distributed computing, Engineering, Control system, Computer network, Nonlinear system, Electrical engineering, Mechanical engineering, Geometry, Telecommunications, Physics, Quantum mechanics, Pure mathematics, Mathematics

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Cited by: 2

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Citations by year (recent): 2025: 1, 2024: 1

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References (count): 13

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Related works (count): 10

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abstract_inverted_index.reduction	77
abstract_inverted_index.congestion	96
abstract_inverted_index.efficiency	69
abstract_inverted_index.horizontal	20
abstract_inverted_index.model-free	30
abstract_inverted_index.optimizing	46
abstract_inverted_index.technology	92
abstract_inverted_index.automation,	11
abstract_inverted_index.derivatives	43
abstract_inverted_index.information	12
abstract_inverted_index.integrating	10
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abstract_inverted_index.performance	100
abstract_inverted_index.significant	76
abstract_inverted_index.simulation,	57
abstract_inverted_index.technology,	13
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abstract_inverted_index.architecture.	25
abstract_inverted_index.environments.	104
abstract_inverted_index.linearization	39
abstract_inverted_index.manufacturing	8, 51, 103
abstract_inverted_index.digitalization	15
abstract_inverted_index.pseudo-partial	42
cited_by_percentile_year.max	95
cited_by_percentile_year.min	90
countries_distinct_count	1
institutions_distinct_count	3
sustainable_development_goals[0].id	https://metadata.un.org/sdg/9
sustainable_development_goals[0].score	0.5
sustainable_development_goals[0].display_name	Industry, innovation and infrastructure
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citation_normalized_percentile.is_in_top_10_percent	False