Forecasting models in the manufacturing processes and operations management: Systematic literature review. (5th March 2020)
- Record Type:
- Journal Article
- Title:
- Forecasting models in the manufacturing processes and operations management: Systematic literature review. (5th March 2020)
- Main Title:
- Forecasting models in the manufacturing processes and operations management: Systematic literature review
- Authors:
- Agostino, Icaro Romolo Sousa
da Silva, Wesley Vieira
Pereira da Veiga, Claudimar
Souza, Adriano Mendonça - Abstract:
- Abstract: The purpose of this paper is to present the result of a systematic literature review regarding the application and development of forecasting models in the industrial context, especially the context of manufacturing processes and operations management. The study was conducted considering the preparation of an established research protocol to know, discuss, and analyze the main approaches adopted by researchers in the field. To achieve this objective, we analyzed 354 recent papers published in periodicals between 2008 and 2018. This paper makes three main contributions to the field: (i) it presents an updated portfolio of prediction models in the industrial context, providing a reference point for researchers and industrial managers; (ii) it presents a characterization of the field of study through the identification of publication vehicles, frequency, and the principal authors and countries related to the development of research on the theme; (iii) it proposes a unified framework, listing the characteristics of the prediction models with their respective application contexts, identifying the current research directions to provide theoretical aids for the development of new approaches to forecasting in industry. The results of this study provide an empirical base for further discussions on studies that focus on forecasting in the industrial context.
- Is Part Of:
- Journal of forecasting. Volume 39:Number 7(2020)
- Journal:
- Journal of forecasting
- Issue:
- Volume 39:Number 7(2020)
- Issue Display:
- Volume 39, Issue 7 (2020)
- Year:
- 2020
- Volume:
- 39
- Issue:
- 7
- Issue Sort Value:
- 2020-0039-0007-0000
- Page Start:
- 1043
- Page End:
- 1056
- Publication Date:
- 2020-03-05
- Subjects:
- forecasting models -- industry -- manufacturing -- operations management -- semantic literature review
Forecasting -- Periodicals
Forecasting -- Mathematical models -- Periodicals
003.2 - Journal URLs:
- http://onlinelibrary.wiley.com/ ↗
- DOI:
- 10.1002/for.2674 ↗
- Languages:
- English
- ISSNs:
- 0277-6693
- Deposit Type:
- Legaldeposit
- View Content:
- Available online (eLD content is only available in our Reading Rooms) ↗
- Physical Locations:
- British Library DSC - 4984.577000
British Library DSC - BLDSS-3PM
British Library STI - ELD Digital store - Ingest File:
- 14403.xml