Matches in SemOpenAlex for { <https://semopenalex.org/work/W1588821330> ?p ?o ?g. }
Showing items 1 to 97 of
97
with 100 items per page.
- W1588821330 endingPage "587" @default.
- W1588821330 startingPage "576" @default.
- W1588821330 abstract "Purpose – Accurate forecasting of intermittent demand is very important since parts with intermittent demand characteristics are very common. The purpose of this paper is to bring an easier way of handling the hard work of intermittent demand forecasting by using commonly used Excel spreadsheet and also performing parameter optimization. Design/methodology/approach – Smoothing parameters of the forecasting methods are optimized dynamically by Excel Solver in order to achieve the best performance. Application is done on real data of Turkish Airlines’ spare parts comprising 262 weekly periods from January 2009 to December 2013. The data set are composed of 500 stock-keeping units, so there are 131,000 data points in total. Findings – From the results of implementation, it is shown that using the optimum parameter values yields better performance for each of the methods. Research limitations/implications – Although it is an intensive study, this research has some limitations. Since only real data are considered, this research is limited to the aviation industry. Practical implications – This study guides market players by explaining the features of intermittent demand. With the help of the study, decision makers dealing with intermittent demand are capable of applying specialized intermittent demand forecasting methods. Originality/value – The study brings simplicity to intermittent demand forecasting work by using commonly used spreadsheet software. The study is valuable for giving insights to market players dealing with items having intermittent demand characteristics, and it is one of the first study which is optimizing the smoothing parameters of the forecasting methods by using spreadsheet in the area of intermittent demand forecasting." @default.
- W1588821330 created "2016-06-24" @default.
- W1588821330 creator A5036042861 @default.
- W1588821330 creator A5073284798 @default.
- W1588821330 date "2015-04-07" @default.
- W1588821330 modified "2023-09-22" @default.
- W1588821330 title "Parameter optimization of intermittent demand forecasting by using spreadsheet" @default.
- W1588821330 cites W1965821767 @default.
- W1588821330 cites W1967495926 @default.
- W1588821330 cites W1976514586 @default.
- W1588821330 cites W1986884924 @default.
- W1588821330 cites W1988514978 @default.
- W1588821330 cites W1989787309 @default.
- W1588821330 cites W1994174876 @default.
- W1588821330 cites W2010284576 @default.
- W1588821330 cites W2010295033 @default.
- W1588821330 cites W2020839824 @default.
- W1588821330 cites W2027463195 @default.
- W1588821330 cites W2030155757 @default.
- W1588821330 cites W2058381658 @default.
- W1588821330 cites W2071662141 @default.
- W1588821330 cites W2095220782 @default.
- W1588821330 cites W2111913208 @default.
- W1588821330 cites W2112798344 @default.
- W1588821330 cites W2114733835 @default.
- W1588821330 cites W2136192534 @default.
- W1588821330 cites W2164349155 @default.
- W1588821330 doi "https://doi.org/10.1108/k-03-2015-0062" @default.
- W1588821330 hasPublicationYear "2015" @default.
- W1588821330 type Work @default.
- W1588821330 sameAs 1588821330 @default.
- W1588821330 citedByCount "5" @default.
- W1588821330 countsByYear W15888213302017 @default.
- W1588821330 countsByYear W15888213302020 @default.
- W1588821330 countsByYear W15888213302022 @default.
- W1588821330 crossrefType "journal-article" @default.
- W1588821330 hasAuthorship W1588821330A5036042861 @default.
- W1588821330 hasAuthorship W1588821330A5073284798 @default.
- W1588821330 hasConcept C124101348 @default.
- W1588821330 hasConcept C127413603 @default.
- W1588821330 hasConcept C13736549 @default.
- W1588821330 hasConcept C154945302 @default.
- W1588821330 hasConcept C193809577 @default.
- W1588821330 hasConcept C194648553 @default.
- W1588821330 hasConcept C199360897 @default.
- W1588821330 hasConcept C21547014 @default.
- W1588821330 hasConcept C2778770139 @default.
- W1588821330 hasConcept C31972630 @default.
- W1588821330 hasConcept C3770464 @default.
- W1588821330 hasConcept C41008148 @default.
- W1588821330 hasConcept C42475967 @default.
- W1588821330 hasConcept C58489278 @default.
- W1588821330 hasConceptScore W1588821330C124101348 @default.
- W1588821330 hasConceptScore W1588821330C127413603 @default.
- W1588821330 hasConceptScore W1588821330C13736549 @default.
- W1588821330 hasConceptScore W1588821330C154945302 @default.
- W1588821330 hasConceptScore W1588821330C193809577 @default.
- W1588821330 hasConceptScore W1588821330C194648553 @default.
- W1588821330 hasConceptScore W1588821330C199360897 @default.
- W1588821330 hasConceptScore W1588821330C21547014 @default.
- W1588821330 hasConceptScore W1588821330C2778770139 @default.
- W1588821330 hasConceptScore W1588821330C31972630 @default.
- W1588821330 hasConceptScore W1588821330C3770464 @default.
- W1588821330 hasConceptScore W1588821330C41008148 @default.
- W1588821330 hasConceptScore W1588821330C42475967 @default.
- W1588821330 hasConceptScore W1588821330C58489278 @default.
- W1588821330 hasIssue "4" @default.
- W1588821330 hasLocation W15888213301 @default.
- W1588821330 hasOpenAccess W1588821330 @default.
- W1588821330 hasPrimaryLocation W15888213301 @default.
- W1588821330 hasRelatedWork W164422800 @default.
- W1588821330 hasRelatedWork W2009381251 @default.
- W1588821330 hasRelatedWork W2013020297 @default.
- W1588821330 hasRelatedWork W2026883898 @default.
- W1588821330 hasRelatedWork W2069127903 @default.
- W1588821330 hasRelatedWork W2115541936 @default.
- W1588821330 hasRelatedWork W2888944292 @default.
- W1588821330 hasRelatedWork W2904751625 @default.
- W1588821330 hasRelatedWork W2907156528 @default.
- W1588821330 hasRelatedWork W2912207412 @default.
- W1588821330 hasRelatedWork W2945353596 @default.
- W1588821330 hasRelatedWork W2948394494 @default.
- W1588821330 hasRelatedWork W2953860027 @default.
- W1588821330 hasRelatedWork W3004083925 @default.
- W1588821330 hasRelatedWork W3135805359 @default.
- W1588821330 hasRelatedWork W3171592553 @default.
- W1588821330 hasRelatedWork W3200149375 @default.
- W1588821330 hasRelatedWork W2154498150 @default.
- W1588821330 hasRelatedWork W2276092646 @default.
- W1588821330 hasRelatedWork W2971061761 @default.
- W1588821330 hasVolume "44" @default.
- W1588821330 isParatext "false" @default.
- W1588821330 isRetracted "false" @default.
- W1588821330 magId "1588821330" @default.
- W1588821330 workType "article" @default.