AI SearchART1 neural network for part machine grouping and cell formation : (Record no. 8075)
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| 000 -LEADER | |
|---|---|
| fixed length control field | 03675nas|a2200421 i 4500 |
| 005 - DATE AND TIME OF LATEST TRANSACTION | |
| control field | 20260817163248.0 |
| 008 - FIXED-LENGTH DATA ELEMENTS--GENERAL INFORMATION | |
| fixed length control field | 140799s1998 th uzm rtt 00| a1eng d |
| 035 ## - SYSTEM CONTROL NUMBER | |
| System control number | .b11754850 |
| 099 #9 - LOCAL FREE-TEXT CALL NUMBER (OCLC) | |
| Classification number | AIT Thesis no. ISE-98-24 |
| 100 1# - MAIN ENTRY--PERSONAL NAME | |
| Personal name | Pratama, T. Iwan Budhi |
| 245 10 - TITLE STATEMENT | |
| Title | ART1 neural network for part machine grouping and cell formation : |
| Remainder of title | a case study |
| 260 ## - PUBLICATION, DISTRIBUTION, ETC. | |
| Place of publication, distribution, etc. | Bangkok : |
| Name of publisher, distributor, etc. | Asian Institute of Technology, |
| Date of publication, distribution, etc. | 1998 |
| 300 ## - PHYSICAL DESCRIPTION | |
| Extent | 62 p. |
| 490 1# - SERIES STATEMENT | |
| Series statement | Thesis ; |
| Volume/sequential designation | no. ISE-98-24 |
| 500 ## - GENERAL NOTE | |
| General note | A thesis submitted in partial fulfillment of the requirements for the degree of Master of Engineering, School of Advanced Technologies |
| 502 ## - DISSERTATION NOTE | |
| Dissertation note | Thesis (M.Sc.) - Asian Institute of Technology, 1998 |
| 520 ## - SUMMARY, ETC. | |
| Summary, etc. | This thesis reports a case study of production system of Metals Workshop of PT INKA, a rolling stock manufacturer in Indonesia. The objective of the study is to suggest ways to improve the performance of the existing production system and layout based on the application of Binary Adaptive Resonance Theory (ARTl) neural network and cell formation. The ARTl algorithm is used to block-diagonalize the binary part-machine incidence matrix. ARTl algorithm is applied twice. ARTl Column is used to classify the machines and then ARTl Row is used to classify the parts. Since the solution by ARTl is not practical for this data from a case study, then the extended procedure is generated to improve the ARTl algorithm. The result is not only block-diagonalization of part-machine matrix, but also the machine cell formation. Two modifications for ARTl have been incorporated for improving the algorithm. The presentation of input vectors in decreasing number of ls enables the ARTl to classify the input vectors more consistently. Representing the bottom-up weight matrix in a vector form in computer program has also been found to the capability of ART 1 by: 1. Reducing the computer memory requirements 2. Faster computation Based on the part-machine grouping, manufacturing cells have been designed to improved the machine utilization an reduction in machine and manpower requirements. Arranging the existing machines into cells has led to substantial reduction in number of machines required and corresponding reduction in manpower. This also has resulted into uniform utilization of the manufacturing resources and avoids unnecessary duplication of manufacturing resources. |
| 650 #0 - SUBJECT ADDED ENTRY--TOPICAL TERM | |
| Topical term or geographic name entry element | Group technology |
| 650 #0 - SUBJECT ADDED ENTRY--TOPICAL TERM | |
| Topical term or geographic name entry element | Neural networks (Computer science) |
| 700 1# - ADDED ENTRY--PERSONAL NAME | |
| Personal name | Pandey, P. C., |
| Relator term | Chairperson |
| 700 1# - ADDED ENTRY--PERSONAL NAME | |
| Personal name | Shanker, Kripa, |
| Relator term | Examination committee |
| 700 0# - ADDED ENTRY--PERSONAL NAME | |
| Personal name | Voratas Kachitvichyanukul, |
| Relator term | Examination Committee |
| 710 2# - ADDED ENTRY--CORPORATE NAME | |
| Corporate name or jurisdiction name as entry element | Atma Jaya Yogyakarta University Yogyakarta, Indonesia, |
| Relator term | Scholarship donor |
| 810 2# - SERIES ADDED ENTRY--CORPORATE NAME | |
| Corporate name or jurisdiction name as entry element | Asian Institute of Technology. |
| Title of a work | Thesis ; |
| Volume/sequential designation | no. ISE-98-24 |
| 856 ## - ELECTRONIC LOCATION AND ACCESS | |
| Materials specified | Full-Text |
| Uniform Resource Identifier | <a href="http://203.159.5.9/ait-thesis/detail.php?q=B13132">http://203.159.5.9/ait-thesis/detail.php?q=B13132</a> |
| 907 ## - LOCAL DATA ELEMENT G, LDG (RLIN) | |
| a | .b11754850 |
| b | mnait |
| c | y |
| 902 ## - LOCAL DATA ELEMENT B, LDB (RLIN) | |
| a | 240418 |
| 998 ## - LOCAL CONTROL INFORMATION (RLIN) | |
| Operator's initials, OID (RLIN) | 0 |
| Cataloger's initials, CIN (RLIN) | 990714 |
| First date, FD (RLIN) | m |
| -- | a |
| -- | y |
| -- | 0 |
| 945 ## - LOCAL PROCESSING INFORMATION (OCLC) | |
| l | mnait |
| 945 ## - LOCAL PROCESSING INFORMATION (OCLC) | |
| l | mnait |
| 945 ## - LOCAL PROCESSING INFORMATION (OCLC) | |
| l | mnarc |
| 942 ## - ADDED ENTRY ELEMENTS (KOHA) | |
| Koha item type | 20-AIT Publication |
| 942 ## - ADDED ENTRY ELEMENTS (KOHA) | |
| Koha item type | 40-Archives |
| 909 ## - LOCAL ITEMS USED | |
| Barcode | Barcode : 30050120845523 |
| CREATED | CREATED : 1999-07-14 |
| RECORD Id | RECORD # : i12142359 |
| LPATRON | LPATRON : 0 |
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| 909 ## - LOCAL ITEMS USED | |
| Barcode | Barcode : 30050120845515 |
| CREATED | CREATED : 1999-07-14 |
| RECORD Id | RECORD # : i12142360 |
| LPATRON | LPATRON : 1015511 |
| LCHKIN | LCHKIN : 2003-03-28 |
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| 909 ## - LOCAL ITEMS USED | |
| Barcode | Barcode : 30050160098728 |
| CREATED | CREATED : 2016-04-28 |
| RECORD Id | RECORD # : i12961516 |
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| Withdrawn status | Lost status | Damaged status | Not for loan | Home library | Current library | Shelving location | Date acquired | Total checkouts | Full call number | Barcode | Date last seen | Copy number | Price effective from | Koha item type |
|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
| Available for Loans | Asian Institute of Technology Library | Asian Institute of Technology Library | AIT Publications | 17/08/2026 | AIT Thesis no. ISE-98-24 | 30050120845523 | 17/08/2026 | 1 | 17/08/2026 | 20-AIT Publication | ||||
| Available for Loans | Asian Institute of Technology Library | Asian Institute of Technology Library | AIT Publications | 17/08/2026 | AIT Thesis no. ISE-98-24 | 30050120845515 | 17/08/2026 | 2 | 17/08/2026 | 20-AIT Publication | ||||
| Available for Loans | Asian Institute of Technology Library | Asian Institute of Technology Library | Archives | 17/08/2026 | AIT Thesis no. ISE-98-24 | 30050160098728 | 17/08/2026 | 1 | 17/08/2026 | 40-Archives |