iDiagnosis & Prognosis - An intelligent platform for complex manufacturing

Jun Hong Zhou; Danhong Zhang; Shai Avraham Arogeti; Ming Luo; Wei Wang Dan; Zhao Wei Zhong

doi:10.1109/AIM.2009.5229979

iDiagnosis & Prognosis - An intelligent platform for complex manufacturing

Jun Hong Zhou
, Danhong Zhang
, Shai Avraham Arogeti
, Ming Luo
, Wei Wang Dan
, Zhao Wei Zhong

Research output: Chapter in Book/Report/Conference proceeding › Conference contribution › peer-review

2 Scopus citations

Abstract

Manufacturing shop floor dynamics such as tool breakage or machine performance degradation or breakdown will disrupt the execution of planned production schedules. An intelligent shop floor is one that is able to react to changes that are occurring in a positive way. To give the early warning of the system/equipment health conditions and job execution capability to the supervisory control will improve the productivity and efficiency of the shop floor. This paper presents a new concept called iDiagnosis & Prognosis - an intelligent diagnosis, prognosis, manufacturing system condition and job execution capability assessment system based on the Internet, web service and agent technologies. The paper introduces the basic concept of iDiagnosis & Prognosis. The proposed approach provides system functions, architecture and system components. The iDiagnosis & Prognosis dynamic model encompasses both information flow and event handling of the shop floor dynamics.

Original language	English
Title of host publication	2009 IEEE/ASME International Conference on Advanced Intelligent Mechatronics, AIM 2009
Pages	405-410
Number of pages	6
DOIs	https://doi.org/10.1109/AIM.2009.5229979
State	Published - 4 Nov 2009
Externally published	Yes
Event	2009 IEEE/ASME International Conference on Advanced Intelligent Mechatronics, AIM 2009 - Singapore, Singapore Duration: 14 Jul 2009 → 17 Jul 2009

Publication series

Name	IEEE/ASME International Conference on Advanced Intelligent Mechatronics, AIM

Conference

Conference	2009 IEEE/ASME International Conference on Advanced Intelligent Mechatronics, AIM 2009
Country/Territory	Singapore
City	Singapore
Period	14/07/09 → 17/07/09

UN SDGs

This output contributes to the following UN Sustainable Development Goals (SDGs)

SDG 9 Industry, Innovation, and Infrastructure

Keywords

Agent technology
Diagnosis
Job execution capabilities
Manufacturing system condition
Prognosis
Remaining useful life (RUL)
Web service

ASJC Scopus subject areas

Electrical and Electronic Engineering
Control and Systems Engineering
Computer Science Applications
Software

Access to Document

10.1109/AIM.2009.5229979

Cite this

Zhou, J. H., Zhang, D., Arogeti, S. A., Luo, M., Dan, W. W., & Zhong, Z. W. (2009). iDiagnosis & Prognosis - An intelligent platform for complex manufacturing. In 2009 IEEE/ASME International Conference on Advanced Intelligent Mechatronics, AIM 2009 (pp. 405-410). Article 5229979 (IEEE/ASME International Conference on Advanced Intelligent Mechatronics, AIM). https://doi.org/10.1109/AIM.2009.5229979

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title = "iDiagnosis \& Prognosis - An intelligent platform for complex manufacturing",

abstract = "Manufacturing shop floor dynamics such as tool breakage or machine performance degradation or breakdown will disrupt the execution of planned production schedules. An intelligent shop floor is one that is able to react to changes that are occurring in a positive way. To give the early warning of the system/equipment health conditions and job execution capability to the supervisory control will improve the productivity and efficiency of the shop floor. This paper presents a new concept called iDiagnosis \& Prognosis - an intelligent diagnosis, prognosis, manufacturing system condition and job execution capability assessment system based on the Internet, web service and agent technologies. The paper introduces the basic concept of iDiagnosis \& Prognosis. The proposed approach provides system functions, architecture and system components. The iDiagnosis \& Prognosis dynamic model encompasses both information flow and event handling of the shop floor dynamics.",

keywords = "Agent technology, Diagnosis, Job execution capabilities, Manufacturing system condition, Prognosis, Remaining useful life (RUL), Web service",

author = "Zhou, \{Jun Hong\} and Danhong Zhang and Arogeti, \{Shai Avraham\} and Ming Luo and Dan, \{Wei Wang\} and Zhong, \{Zhao Wei\}",

year = "2009",

month = nov,

day = "4",

doi = "10.1109/AIM.2009.5229979",

language = "English",

isbn = "9781424428533",

series = "IEEE/ASME International Conference on Advanced Intelligent Mechatronics, AIM",

pages = "405--410",

booktitle = "2009 IEEE/ASME International Conference on Advanced Intelligent Mechatronics, AIM 2009",

note = "2009 IEEE/ASME International Conference on Advanced Intelligent Mechatronics, AIM 2009 ; Conference date: 14-07-2009 Through 17-07-2009",

}

Zhou, JH, Zhang, D, Arogeti, SA, Luo, M, Dan, WW & Zhong, ZW 2009, iDiagnosis & Prognosis - An intelligent platform for complex manufacturing. in 2009 IEEE/ASME International Conference on Advanced Intelligent Mechatronics, AIM 2009., 5229979, IEEE/ASME International Conference on Advanced Intelligent Mechatronics, AIM, pp. 405-410, 2009 IEEE/ASME International Conference on Advanced Intelligent Mechatronics, AIM 2009, Singapore, Singapore, 14/07/09. https://doi.org/10.1109/AIM.2009.5229979

iDiagnosis & Prognosis - An intelligent platform for complex manufacturing. / Zhou, Jun Hong; Zhang, Danhong; Arogeti, Shai Avraham et al.
2009 IEEE/ASME International Conference on Advanced Intelligent Mechatronics, AIM 2009. 2009. p. 405-410 5229979 (IEEE/ASME International Conference on Advanced Intelligent Mechatronics, AIM).

Research output: Chapter in Book/Report/Conference proceeding › Conference contribution › peer-review

TY - GEN

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AU - Zhou, Jun Hong

AU - Zhang, Danhong

AU - Arogeti, Shai Avraham

AU - Luo, Ming

AU - Dan, Wei Wang

AU - Zhong, Zhao Wei

PY - 2009/11/4

Y1 - 2009/11/4

N2 - Manufacturing shop floor dynamics such as tool breakage or machine performance degradation or breakdown will disrupt the execution of planned production schedules. An intelligent shop floor is one that is able to react to changes that are occurring in a positive way. To give the early warning of the system/equipment health conditions and job execution capability to the supervisory control will improve the productivity and efficiency of the shop floor. This paper presents a new concept called iDiagnosis & Prognosis - an intelligent diagnosis, prognosis, manufacturing system condition and job execution capability assessment system based on the Internet, web service and agent technologies. The paper introduces the basic concept of iDiagnosis & Prognosis. The proposed approach provides system functions, architecture and system components. The iDiagnosis & Prognosis dynamic model encompasses both information flow and event handling of the shop floor dynamics.

AB - Manufacturing shop floor dynamics such as tool breakage or machine performance degradation or breakdown will disrupt the execution of planned production schedules. An intelligent shop floor is one that is able to react to changes that are occurring in a positive way. To give the early warning of the system/equipment health conditions and job execution capability to the supervisory control will improve the productivity and efficiency of the shop floor. This paper presents a new concept called iDiagnosis & Prognosis - an intelligent diagnosis, prognosis, manufacturing system condition and job execution capability assessment system based on the Internet, web service and agent technologies. The paper introduces the basic concept of iDiagnosis & Prognosis. The proposed approach provides system functions, architecture and system components. The iDiagnosis & Prognosis dynamic model encompasses both information flow and event handling of the shop floor dynamics.

KW - Agent technology

KW - Diagnosis

KW - Job execution capabilities

KW - Manufacturing system condition

KW - Prognosis

KW - Remaining useful life (RUL)

KW - Web service

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M3 - Conference contribution

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BT - 2009 IEEE/ASME International Conference on Advanced Intelligent Mechatronics, AIM 2009

T2 - 2009 IEEE/ASME International Conference on Advanced Intelligent Mechatronics, AIM 2009

Y2 - 14 July 2009 through 17 July 2009

ER -

iDiagnosis & Prognosis - An intelligent platform for complex manufacturing

Abstract

Publication series

Conference

UN SDGs

Keywords

ASJC Scopus subject areas

Access to Document

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Cite this