AI SearchUsing data analytics approach to estimate the efficiency of the structural design of tall buildings (Record no. 125875)
[ view plain ]
| 000 -LEADER | |
|---|---|
| fixed length control field | 04331nas a2200433 a 4500 |
| 005 - DATE AND TIME OF LATEST TRANSACTION | |
| control field | 20260819085924.0 |
| 008 - FIXED-LENGTH DATA ELEMENTS--GENERAL INFORMATION | |
| fixed length control field | 220210 2021 th uu m rtt 0| a1eng |
| 035 ## - SYSTEM CONTROL NUMBER | |
| System control number | .b12379396 |
| 099 #9 - LOCAL FREE-TEXT CALL NUMBER (OCLC) | |
| Classification number | AIT Thesis no.ST-21-09 |
| 100 1# - MAIN ENTRY--PERSONAL NAME | |
| Personal name | Sapkota, Binod |
| 245 10 - TITLE STATEMENT | |
| Title | Using data analytics approach to estimate the efficiency of the structural design of tall buildings |
| 260 ## - PUBLICATION, DISTRIBUTION, ETC. | |
| Place of publication, distribution, etc. | Pathum Thani, Thailand : |
| Name of publisher, distributor, etc. | Asian Institute of Technology, |
| Date of publication, distribution, etc. | 2021 |
| 300 ## - PHYSICAL DESCRIPTION | |
| Extent | 146 leaves : |
| Other physical details | ill. |
| 490 1# - SERIES STATEMENT | |
| Series statement | Thesis ; |
| Volume/sequential designation | no. ST-21-09 |
| 500 ## - GENERAL NOTE | |
| General note | A thesis submitted in partial fulfillment of the requirements for the degree of Master of Engineering in Structural Engineering, School of Engineering and Technology |
| 502 ## - DISSERTATION NOTE | |
| Dissertation note | Thesis (M. Eng.) - Asian Institute of Technology, 2021 |
| 520 ## - SUMMARY, ETC. | |
| Summary, etc. | The typical structural design process for tall buildings is iterative and hence time and resource-consuming. The design process is focused mainly on safety and serviceability but other important aspects such as economy, sustainability, etc are ignored. Moreover, multiple design solutions are possible for the same design problem but the typical design procedure has no straightforward way to select the best among them. The selection relies on subjective judgment or expert{u2019}s opinion which may not always yield the best solution due to biases. These drawbacks can be rectified by using the efficiency evaluation framework (EEF) proposed in this research. The proposed EEF consists of three main aspects, evaluation objective, efficiency parameters, and evaluation approach. Benchmarking method, Data Envelopment Analysis (DEA) is used as an evaluation approach to evaluate efficiency based on inputs and outputs. The implementation strategy for the proposed EEF is formulated based on its use in simplified structures. It is found that, for a system with a large number of parameters, the PCA-DEA model, DEA coupled with Principal Component Analysis (PCA), is suitable as an evaluation approach. In this study, EEF is implemented in cantilevers, frames and tall buildings to demonstrate its use in the selection of the best system among many alternatives based on efficiency score. The EEF yields a basic and super efficiency score which represent global performance measures based on multiple criteria, thus useful for decision making that minimizes subjective judgment. Also, peer units, peer weight, and partial factors obtained from EEF can be used for applying systematic improvements during the structural design process. Thus, EEF significantly reduce iteration and ensure best solution through multicriteria decision making and systematically guided improvement process. The typical structural design procedure is enhanced with this framework using data from previously designed buildings thus modified design procedure can be called a {u2018}Data driven structural design{u2019} process. However, the proposed framework does not intend to replace the experience and knowledge of experts. This will be considered as a complementary tool for decision-making based on data. |
| 650 #0 - SUBJECT ADDED ENTRY--TOPICAL TERM | |
| Topical term or geographic name entry element | Tall buildings |
| General subdivision | Design and construction |
| 650 #0 - SUBJECT ADDED ENTRY--TOPICAL TERM | |
| Topical term or geographic name entry element | Data envelopment analysis |
| General subdivision | Computer programs |
| 650 #0 - SUBJECT ADDED ENTRY--TOPICAL TERM | |
| Topical term or geographic name entry element | Structural design |
| General subdivision | Data processing. |
| 700 0# - ADDED ENTRY--PERSONAL NAME | |
| Personal name | Pennung Warnitchai, |
| Relator term | Chairperson |
| 700 1# - ADDED ENTRY--PERSONAL NAME | |
| Personal name | Anwar, Naveed, |
| Relator term | Co-Chairperson |
| 700 0# - ADDED ENTRY--PERSONAL NAME | |
| Personal name | Punchet Thammarak, |
| Relator term | Examination Committee |
| 700 0# - ADDED ENTRY--PERSONAL NAME | |
| Personal name | Thanakorn Pheeraphan, |
| Relator term | Examination Committee |
| 710 2# - ADDED ENTRY--CORPORATE NAME | |
| Corporate name or jurisdiction name as entry element | Asian Institute of Technology Fellowship, |
| Relator term | Scholarship Donor |
| 710 2# - ADDED ENTRY--CORPORATE NAME | |
| Corporate name or jurisdiction name as entry element | Computer and Structures Inc. (CSI), USA, |
| 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. ST-21-09 |
| 856 ## - ELECTRONIC LOCATION AND ACCESS | |
| Materials specified | Full-Text |
| Uniform Resource Identifier | <a href="http://203.159.5.9/ait-thesis/detail.php?q=B15696">http://203.159.5.9/ait-thesis/detail.php?q=B15696</a> |
| 907 ## - LOCAL DATA ELEMENT G, LDG (RLIN) | |
| a | .b12379396 |
| b | mnait |
| c | m |
| 902 ## - LOCAL DATA ELEMENT B, LDB (RLIN) | |
| a | 240419 |
| 998 ## - LOCAL CONTROL INFORMATION (RLIN) | |
| Operator's initials, OID (RLIN) | 0 |
| Cataloger's initials, CIN (RLIN) | 220210 |
| First date, FD (RLIN) | m |
| -- | a |
| -- | m |
| -- | 0 |
| 945 ## - LOCAL PROCESSING INFORMATION (OCLC) | |
| l | mnarc |
| 945 ## - LOCAL PROCESSING INFORMATION (OCLC) | |
| l | mnarc |
| 942 ## - ADDED ENTRY ELEMENTS (KOHA) | |
| Koha item type | 67-Electronic Resource |
| 942 ## - ADDED ENTRY ELEMENTS (KOHA) | |
| Koha item type | 40-Archives |
| 909 ## - LOCAL ITEMS USED | |
| Barcode | Barcode : - |
| CREATED | CREATED : 2022-10-02 |
| RECORD Id | RECORD # : i13365058 |
| LPATRON | LPATRON : 0 |
| LCHKIN | LCHKIN : - |
| RENEWALS | # RENEWALS : 0 |
| -- | # OVERDUE : 0 |
| -- | IUSE3 : 0 |
| -- | TOT CHKOUT : 0 |
| -- | TOT RENEW : 0 |
| 909 ## - LOCAL ITEMS USED | |
| Barcode | Barcode : 30020220004504 |
| CREATED | CREATED : 2023-12-01 |
| RECORD Id | RECORD # : i13424932 |
| LPATRON | LPATRON : 0 |
| LCHKIN | LCHKIN : - |
| RENEWALS | # RENEWALS : 0 |
| -- | # OVERDUE : 0 |
| -- | IUSE3 : 0 |
| -- | TOT CHKOUT : 0 |
| -- | TOT RENEW : 0 |
| Withdrawn status | Lost status | Damaged status | Not for loan | Home library | Current library | Shelving location | Date acquired | Total checkouts | Full call number | Date last seen | Price effective from | Koha item type | Barcode | Copy number |
|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
| Available for Loans | Asian Institute of Technology Library | Asian Institute of Technology Library | Archives | 19/08/2026 | AIT Thesis no.ST-21-09 | 19/08/2026 | 19/08/2026 | 67-Electronic Resource | ||||||
| Available for Loans | Asian Institute of Technology Library | Asian Institute of Technology Library | Archives | 19/08/2026 | AIT Thesis no.ST-21-09 | 19/08/2026 | 19/08/2026 | 40-Archives | 30020220004504 | 1 |