Inventory Calculation for an Item Supplied by Three Providers with Stochastic Lead Times

This study aims to answer whether the policy of a business that is supplied by 3 different providers and with random patterns of their lead times is optimal or should be modified. The lead times are normal, the first one, uniform the second one and exponential the third. The three lead times have the same average value of eight days, with the objective of making a comparison of them. There is a restriction on the minimum service level, it has to be 95% or greater. The objective is to define the order quantity, the reorder point, and the fraction that should be ordered from each supplier to minimize inventory costs. The item has a normally distributed demand. Results were achieved by simulation that was made in Excel. The current policy of obtaining a third of the complete order from each supplier is satisfactory; however, it doesn´t produce the optimal cost, since lower-cost options were found. A sensitivity analysis was conducted to establish how inventory costs are affected by the variation of some parameters. The third supplier, with exponential pattern of lead time showed the highest variance of delivery time; thus, it has been the least recommended, since it has been the option with the highest cost.

Authors

Publication Details

Journal
Engineering and Applied Sciences
Published
2025-05-29
DOI
https://doi.org/10.11648/j.eas.20251003.11
Citations
1
Primary Topic
Supply Chain and Inventory Management
Type
article
Field-Weighted Citation Impact
2.28
Controls
|||
ALL TIME
JAN
FEB
MAR
APR
MAY
JUN
JUL
AUG
SEP
OCT
article

Inventory Calculation for an Item Supplied by Three Providers with Stochastic Lead Times

José Adrián Nájera Saldaña, Juan Manuel Izar Landeta, Lizbeth Angélica Zárate Camacho
1 citations
Engineering and Applied Sciences
Supply Chain and Inventory Management
2.28
article

Inventory Calculation for an Item Supplied by Three Providers with Stochastic Lead Times

José Adrián Nájera Saldaña, Juan Manuel Izar Landeta, Lizbeth Angélica Zárate Camacho
article en
1 citations

Abstract

This study aims to answer whether the policy of a business that is supplied by 3 different providers and with random patterns of their lead times is optimal or should be modified. The lead times are normal, the first one, uniform the second one and exponential the third. The three lead times have the same average value of eight days, with the objective of making a comparison of them. There is a restriction on the minimum service level, it has to be 95% or greater. The objective is to define the order quantity, the reorder point, and the fraction that should be ordered from each supplier to minimize inventory costs. The item has a normally distributed demand. Results were achieved by simulation that was made in Excel. The current policy of obtaining a third of the complete order from each supplier is satisfactory; however, it doesn´t produce the optimal cost, since lower-cost options were found. A sensitivity analysis was conducted to establish how inventory costs are affected by the variation of some parameters. The third supplier, with exponential pattern of lead time showed the highest variance of delivery time; thus, it has been the least recommended, since it has been the option with the highest cost.

Engineering and Applied SciencesVol. 10(3)
Openalex Percentile: Top 12%
Supply Chain and Inventory Management
2.28
AI Navigator

Ask Laika to Summarize, Analyze, and Connect papers live on the map.

Summarize Papers & Methodologies

Extract key findings, datasets, and comparative methods across publications.

Benchmark Rankings & Visual Analytics

Rank top research institutions, authors, funders, topics, and journals by Field-Weighted Citation Impact (FWCI) and paper volume with instant charts.

Connect Distant Disciplines

Bridge topological clusters on the map to find hidden collaborative intersections.