Designing an Optimal Control Model of a Capacity, Multi-stage Continuous MRP System Considering Delay in Production Lead Time and the Possibility of Reworking and Recycling

In this paper, we propose a multi-stage continuous-MRP system using an optimal control model, considering the production lead time. In the proposed model, the lead time is specified for ordering work in process during the second stage and for final product manufacturing. Also, the intended dynamical system is a multi-stage production-inventory system that follows a linear-quadratic optimal control model with a time delay for the state variables. In the proposed system, inventories are considered state variables, and the delivery levels and orders are control variables. The return stage is considered for items whose production has been defective. According to their situation, there are three destinations: the reworking stage, the recycling stage, or disposal. The amount of shipment to the next stage of production is based on their BOM utilization coefficient and the inventory one. This stage will consume all sent items at any time and will not create a surplus inventory. In this paper, time is considered a continuous parameter proportional to the constant production processes. For validation, the proposed optimal control model was simulated in a real study in the polymer industry.

Institutions

Publication Details

Journal
SHILAP Revista de lepidopterología
Published
2025-09-01
DOI
https://doi.org/10.22067/jstinp.2025.94678.1164
Primary Topic
Supply Chain and Inventory Management
Type
article
Field-Weighted Citation Impact
0.00
Controls
|||
ALL TIME
JAN
FEB
MAR
APR
MAY
JUN
JUL
AUG
SEP
OCT
article

Designing an Optimal Control Model of a Capacity, Multi-stage Continuous MRP System Considering Delay in Production Lead Time and the Possibility of Reworking and Recycling

SHILAP Revista de lepidopterología
Supply Chain and Inventory Management
article

Designing an Optimal Control Model of a Capacity, Multi-stage Continuous MRP System Considering Delay in Production Lead Time and the Possibility of Reworking and Recycling

article en

Abstract

In this paper, we propose a multi-stage continuous-MRP system using an optimal control model, considering the production lead time. In the proposed model, the lead time is specified for ordering work in process during the second stage and for final product manufacturing. Also, the intended dynamical system is a multi-stage production-inventory system that follows a linear-quadratic optimal control model with a time delay for the state variables. In the proposed system, inventories are considered state variables, and the delivery levels and orders are control variables. The return stage is considered for items whose production has been defective. According to their situation, there are three destinations: the reworking stage, the recycling stage, or disposal. The amount of shipment to the next stage of production is based on their BOM utilization coefficient and the inventory one. This stage will consume all sent items at any time and will not create a surplus inventory. In this paper, time is considered a continuous parameter proportional to the constant production processes. For validation, the proposed optimal control model was simulated in a real study in the polymer industry.

SHILAP Revista de lepidopterología
Iran Meteorological Organization (IR), Ferdowsi University of Mashhad (IR)
Industry, innovation and infrastructure
Openalex Percentile: Top 31%
Supply Chain and Inventory Management
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.