Cost estimation aided software for machined parts: An hybrid model based on PLM tools and data

Marc Antoine Michaud; Roland Maranzana

doi:10.1007/978-3-319-72905-3_18

Cost estimation aided software for machined parts: An hybrid model based on PLM tools and data

Marc Antoine Michaud
, Roland Maranzana

École de technologie supérieure

Research output: Contribution to Book/Report types › Contribution to conference proceedings › peer-review

Abstract

For each manufacturer, exact cost estimation is both a major priority and a challenge. This routine task is far from being optimized and depends on a very large number of parameters both strategic and technical. To help estimate a cost, applications have been developed but estimation is a task that would greatly benefit from the re-use of knowledge and data found in alphanumeric and geometric documents. Every manufacturing company has switched to numerical data with CAD, CAM, or ERP systems but one of the main drawbacks is the low usage of all these information that contain valuable knowledge and expertise. This paper describes the current state of cost estimation and proposes a new hybrid approach whose purpose is to maximize the re-use of information for machined parts. Our approach is based on a parameterized and customized cost model, an extractor of semantic descriptors in geometric documents (Model Based Definition files) and related textual documents and finally correlations to adjust the cost of machined parts.

Original language	English
Title of host publication	Product Lifecycle Management and the Industry of the Future - 14th IFIP WG 5.1 International Conference, PLM 2017, Revised Selected Papers
Editors	Jose Rios, Alain Bernard, Sebti Foufou, Abdelaziz Bouras
Publisher	Springer New York LLC
Pages	199-211
Number of pages	13
ISBN (Print)	9783319729046
DOIs	https://doi.org/10.1007/978-3-319-72905-3_18
Publication status	Published - 2017
Event	14th IFIP WG 5.1 International Conference on Product Lifecycle Management and the Industry of the Future, PLM 2017 - Seville, Spain Duration: 10 Jul 2017 → 12 Jul 2017

Publication series

Name	IFIP Advances in Information and Communication Technology
Volume	517
ISSN (Print)	1868-4238

Conference

Conference	14th IFIP WG 5.1 International Conference on Product Lifecycle Management and the Industry of the Future, PLM 2017
Country/Territory	Spain
City	Seville
Period	10/07/17 → 12/07/17

UN SDGs

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

SDG 9 Industry, Innovation, and Infrastructure

!!!Keywords

Case-base reasoning
Cost estimation
Knowledge reuse
Machining part
Model based definition
Plm tools
Semantic search

Access to Document

10.1007/978-3-319-72905-3_18

Cite this

Michaud, M. A., & Maranzana, R. (2017). Cost estimation aided software for machined parts: An hybrid model based on PLM tools and data. In J. Rios, A. Bernard, S. Foufou, & A. Bouras (Eds.), Product Lifecycle Management and the Industry of the Future - 14th IFIP WG 5.1 International Conference, PLM 2017, Revised Selected Papers (pp. 199-211). (IFIP Advances in Information and Communication Technology; Vol. 517). Springer New York LLC. https://doi.org/10.1007/978-3-319-72905-3_18

Michaud, Marc Antoine ; Maranzana, Roland. / Cost estimation aided software for machined parts : An hybrid model based on PLM tools and data. Product Lifecycle Management and the Industry of the Future - 14th IFIP WG 5.1 International Conference, PLM 2017, Revised Selected Papers. editor / Jose Rios ; Alain Bernard ; Sebti Foufou ; Abdelaziz Bouras. Springer New York LLC, 2017. pp. 199-211 (IFIP Advances in Information and Communication Technology).

@inproceedings{75eb357b6fb546768ffd064e0938859a,

title = "Cost estimation aided software for machined parts: An hybrid model based on PLM tools and data",

abstract = "For each manufacturer, exact cost estimation is both a major priority and a challenge. This routine task is far from being optimized and depends on a very large number of parameters both strategic and technical. To help estimate a cost, applications have been developed but estimation is a task that would greatly benefit from the re-use of knowledge and data found in alphanumeric and geometric documents. Every manufacturing company has switched to numerical data with CAD, CAM, or ERP systems but one of the main drawbacks is the low usage of all these information that contain valuable knowledge and expertise. This paper describes the current state of cost estimation and proposes a new hybrid approach whose purpose is to maximize the re-use of information for machined parts. Our approach is based on a parameterized and customized cost model, an extractor of semantic descriptors in geometric documents (Model Based Definition files) and related textual documents and finally correlations to adjust the cost of machined parts.",

keywords = "Case-base reasoning, Cost estimation, Knowledge reuse, Machining part, Model based definition, Plm tools, Semantic search",

author = "Michaud, \{Marc Antoine\} and Roland Maranzana",

note = "Publisher Copyright: {\textcopyright} IFIP International Federation for Information Processing 2017.; 14th IFIP WG 5.1 International Conference on Product Lifecycle Management and the Industry of the Future, PLM 2017 ; Conference date: 10-07-2017 Through 12-07-2017",

year = "2017",

doi = "10.1007/978-3-319-72905-3\_18",

language = "English",

isbn = "9783319729046",

series = "IFIP Advances in Information and Communication Technology",

publisher = "Springer New York LLC",

pages = "199--211",

editor = "Jose Rios and Alain Bernard and Sebti Foufou and Abdelaziz Bouras",

booktitle = "Product Lifecycle Management and the Industry of the Future - 14th IFIP WG 5.1 International Conference, PLM 2017, Revised Selected Papers",

}

Michaud, MA & Maranzana, R 2017, Cost estimation aided software for machined parts: An hybrid model based on PLM tools and data. in J Rios, A Bernard, S Foufou & A Bouras (eds), Product Lifecycle Management and the Industry of the Future - 14th IFIP WG 5.1 International Conference, PLM 2017, Revised Selected Papers. IFIP Advances in Information and Communication Technology, vol. 517, Springer New York LLC, pp. 199-211, 14th IFIP WG 5.1 International Conference on Product Lifecycle Management and the Industry of the Future, PLM 2017, Seville, Spain, 10/07/17. https://doi.org/10.1007/978-3-319-72905-3_18

Cost estimation aided software for machined parts: An hybrid model based on PLM tools and data. / Michaud, Marc Antoine; Maranzana, Roland.
Product Lifecycle Management and the Industry of the Future - 14th IFIP WG 5.1 International Conference, PLM 2017, Revised Selected Papers. ed. / Jose Rios; Alain Bernard; Sebti Foufou; Abdelaziz Bouras. Springer New York LLC, 2017. p. 199-211 (IFIP Advances in Information and Communication Technology; Vol. 517).

Research output: Contribution to Book/Report types › Contribution to conference proceedings › peer-review

TY - GEN

T1 - Cost estimation aided software for machined parts

T2 - 14th IFIP WG 5.1 International Conference on Product Lifecycle Management and the Industry of the Future, PLM 2017

AU - Michaud, Marc Antoine

AU - Maranzana, Roland

N1 - Publisher Copyright: © IFIP International Federation for Information Processing 2017.

PY - 2017

Y1 - 2017

N2 - For each manufacturer, exact cost estimation is both a major priority and a challenge. This routine task is far from being optimized and depends on a very large number of parameters both strategic and technical. To help estimate a cost, applications have been developed but estimation is a task that would greatly benefit from the re-use of knowledge and data found in alphanumeric and geometric documents. Every manufacturing company has switched to numerical data with CAD, CAM, or ERP systems but one of the main drawbacks is the low usage of all these information that contain valuable knowledge and expertise. This paper describes the current state of cost estimation and proposes a new hybrid approach whose purpose is to maximize the re-use of information for machined parts. Our approach is based on a parameterized and customized cost model, an extractor of semantic descriptors in geometric documents (Model Based Definition files) and related textual documents and finally correlations to adjust the cost of machined parts.

AB - For each manufacturer, exact cost estimation is both a major priority and a challenge. This routine task is far from being optimized and depends on a very large number of parameters both strategic and technical. To help estimate a cost, applications have been developed but estimation is a task that would greatly benefit from the re-use of knowledge and data found in alphanumeric and geometric documents. Every manufacturing company has switched to numerical data with CAD, CAM, or ERP systems but one of the main drawbacks is the low usage of all these information that contain valuable knowledge and expertise. This paper describes the current state of cost estimation and proposes a new hybrid approach whose purpose is to maximize the re-use of information for machined parts. Our approach is based on a parameterized and customized cost model, an extractor of semantic descriptors in geometric documents (Model Based Definition files) and related textual documents and finally correlations to adjust the cost of machined parts.

KW - Case-base reasoning

KW - Cost estimation

KW - Knowledge reuse

KW - Machining part

KW - Model based definition

KW - Plm tools

KW - Semantic search

UR - https://www.scopus.com/pages/publications/85039455147

U2 - 10.1007/978-3-319-72905-3_18

DO - 10.1007/978-3-319-72905-3_18

M3 - Contribution to conference proceedings

AN - SCOPUS:85039455147

SN - 9783319729046

T3 - IFIP Advances in Information and Communication Technology

SP - 199

EP - 211

BT - Product Lifecycle Management and the Industry of the Future - 14th IFIP WG 5.1 International Conference, PLM 2017, Revised Selected Papers

A2 - Rios, Jose

A2 - Bernard, Alain

A2 - Foufou, Sebti

A2 - Bouras, Abdelaziz

PB - Springer New York LLC

Y2 - 10 July 2017 through 12 July 2017

ER -

Michaud MA, Maranzana R. Cost estimation aided software for machined parts: An hybrid model based on PLM tools and data. In Rios J, Bernard A, Foufou S, Bouras A, editors, Product Lifecycle Management and the Industry of the Future - 14th IFIP WG 5.1 International Conference, PLM 2017, Revised Selected Papers. Springer New York LLC. 2017. p. 199-211. (IFIP Advances in Information and Communication Technology). doi: 10.1007/978-3-319-72905-3_18

Cost estimation aided software for machined parts: An hybrid model based on PLM tools and data

Abstract

Publication series

Conference

UN SDGs

!!!Keywords

Access to Document

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