Optimizing the Tactical Planning in the FMCG Industry Considering Shelf-Life Restrictions

نویسندگان

  • M. A. H. van Elzakker
  • E. Zondervan
  • N. B. Raikar
  • H. Hoogland
  • Ignacio E. Grossmann
  • I. E. Grossmann
چکیده

In this paper we address the optimization of the tactical planning for the Fast Moving Consumer Goods industry using an MILP model. Shelf-life restrictions are introduced into this model to prevent unnecessary waste and missed sales. Three methods for implementing shelf-life restriction are compared. In the direct method the age of each product is tracked. While this method can provide optimal solutions, it is computationally inefficient. In the indirect method, products are forced to leave inventory at the end of their shelf-life. For supply chains consisting of two or more storage echelons this method cannot guarantee optimality. Nevertheless, the solutions obtained with the indirect method were always within a few percent of optimality. Moreover, on average, the computational time was reduced by a factor 32 when using the indirect method instead of the direct method. Finally, the hybrid method models the product age directly in the first storage stage, while considering the shelf-life indirectly in the second stage. The hybrid method obtains near-optimal solutions and, on average, the computational time is reduced more than 5 times compared to the direct method. Cases of up to 25 SKUs were optimized using the direct method, up to 100 SKUs using the hybrid method, and up to 1000 SKUs using the indirect method.

برای دانلود متن کامل این مقاله و بیش از 32 میلیون مقاله دیگر ابتدا ثبت نام کنید

ثبت نام

اگر عضو سایت هستید لطفا وارد حساب کاربری خود شوید

منابع مشابه

An SKU decomposition algorithm for the tactical planning in the FMCG industry

In this paper we address the optimization of the tactical planning for the Fast Moving Consumer Goods (FMCG) industry, in which numerous trade-offs need to be considered over possibly thousands of Stock-Keeping Units (SKUs). An MILP model for the optimization of this tactical planning problem is proposed. This model is demonstrated for a case containing 10 SKUs, but is intractable for realistic...

متن کامل

Tactical Planning in the Fast Moving Consumer Goods Industry: an Sku Decomposition Algorithm

Tactical planning models for the Fast Moving Consumer Goods (FMCG) industry can quickly become intractable due to the extremely large number of Stock Keeping Units (SKUs). We propose an SKU decomposition algorithm that is aimed at being able to solve cases containing thousands of SKUs. The full tactical planning model is decomposed into a set of single SKU models. These models are then solved s...

متن کامل

SKU decomposition algorithms for the tactical planning in the FMCG Industry

Tactical planning MILP models for fast moving consumer goods companies are often intractable for realistic applications containing thousands of Stock-Keeping Units (SKUs). Decomposition methods can be applied to these MILP models to allow realistic cases to be optimized. In this paper we present a Multi-SKU decomposition algorithm based on decomposing the full scale MILP model into submodels co...

متن کامل

Antimicrobial Interventions in Poultry Processing to Improve Shelf Life and Safety of Poultry Meat: A Review with Special Attention to Salmonella spp.

Poultry meat is one of the most popularly consumed meats worldwide. With the increased consumption, the poultry industry is also facing major challenges in maintaining of safety and shelf life of the poultry meat. Microbial concerns related to poultry meat comprise of meat safety and shelf life as poultry meat is prone to contamination with spoilage as well as pathogenic microorganisms. Poultry...

متن کامل

A multi-period fuzzy mathematical programming model for crude oil supply chain network design considering budget and equipment limitations

The major oil industry upstream activities include the exploration, drilling, extraction, pipelines installation, and production of crude oil. In this paper, we develop a mathematical model to plan for theseoperations as a crude oil supply chain network design problem.The proposed multi-period mixed integer linear programming model entails both strategic (e.g., facility location and allocation)...

متن کامل

ذخیره در منابع من


  با ذخیره ی این منبع در منابع من، دسترسی به آن را برای استفاده های بعدی آسان تر کنید

برای دانلود متن کامل این مقاله و بیش از 32 میلیون مقاله دیگر ابتدا ثبت نام کنید

ثبت نام

اگر عضو سایت هستید لطفا وارد حساب کاربری خود شوید

عنوان ژورنال:

دوره   شماره 

صفحات  -

تاریخ انتشار 2013