Online Monitoring of Manufacturing Process Based on autoCEP

Lei, Qu Jing; Li, Shaobo; Kun, Chen

doi:10.3991/ijoe.v13i06.6812

Cited by 4 publications

(2 citation statements)

References 10 publications

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“…These data that are carrying information to the CEP engine are known as RFID event, event and simple event [20]. While in the RFID CEP engine, it consists of simple event processing and complex event processing [21]. Simple event processing involves pre-processing data such as filtering and aggregating.…”

Section: A Rfid System Architecturementioning

confidence: 99%

An Efficient Approach for Uncertain Event Detection in RFID Complex Event Processing

Yaacob

Mahdin

Jawad

et al. 2021

JOIV : Int. J. Inform. Visualization

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The globalization of manufacturing has increased the risk of counterfeiting as the demand grows, the production flow increases, and the availability expands. The intensifying counterfeit issues causing a worriment to companies and putting lives at risk. Companies have ploughed a large amount of money into defensive measures, but their efforts have not slowed counterfeiters. In such complex manufacturing processes, decision-making and real-time reactions to uncertain situations throughout the production process are one way to exploit the challenges. Detecting uncertain conditions such as counterfeit and missing items in the manufacturing environment requires a specialized set of technologies to deal with a flow of continuously created data. In this paper, we propose an uncertain detection algorithm (UDA), an approach to detect uncertain events such as counterfeit and missing items in the RFID distributed system for a manufacturing environment. The proposed method is based on the hashing and thread pool technique to solve high memory consumption, long processing time and low event throughput in the current detection approaches. The experimental results show that the execution time of the proposed method is averagely reduced 22% in different tests, and our proposed method has better performance in processing time based on RFID event streams.

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Section: A Rfid System Architecturementioning

confidence: 99%

An Efficient Approach for Uncertain Event Detection in RFID Complex Event Processing

Yaacob

Mahdin

Jawad

et al. 2021

JOIV : Int. J. Inform. Visualization

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“…In CEP, it mainly consists of event filtering and event detection [11]. Event filtering aims at errors for event detection.…”

Section: Introductionmentioning

confidence: 99%

A Review on Complex Event Processing in RFID System

Yaacob

Mahdin

Saedudin

et al. 2018

International Journal on Advanced Science, Engineering and Information Technology

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The motivation of this paper is to review some of the leading research issues encountered by current Complex Event Processing (CEP) techniques. General CEP system undoubtedly laid a certain degree of uncertainties due to some unforeseen reasons such as inaccurate measurements through network failures or unpredicted interference from the system failures. A variety of traditional to the most current techniques was disclosed with some features, which are rarely considered in typical CEP problems. Besides, this paper also discusses a broad review of modern and future solutions, including techniques beyond mainstreams in complex event processing. Based on the critical analysis of prior techniques and solutions, therefore, we further the research and propose a solution for a new type of event processing engine especially in RFID for future reference.

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