Retail industry inventory optimization analysis method

A technology of inventory optimization and analysis method, which is applied in the field of retail inventory optimization analysis, and can solve problems affecting supply chain service levels, loss of sales opportunities, and increased supply chain costs

Active Publication Date: 2019-10-11
江苏云脑数据科技有限公司
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  • Description
  • Claims
  • Application Information

AI Technical Summary

Problems solved by technology

The responsibility of retail enterprises is to purchase goods and maintain a good inventory system. Unreasonable inventory deployment decisions not only directly lead to the loss of sales opportunities, but also lead to frequent inventory transfers, out-of-season withdrawals, unnecessary inventory clearances, etc., which significantly increase supply. The chain cost also affect

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  • Retail industry inventory optimization analysis method
  • Retail industry inventory optimization analysis method
  • Retail industry inventory optimization analysis method

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Embodiment Construction

[0078] The present invention will be further described below in conjunction with specific drawings and embodiments.

[0079] For retail companies, controlling the reasonable inventory of goods has a positive effect on reducing inventory, reducing capital occupation, and avoiding closing out of warehouses after the season.

[0080] (1) Determination of safety stock;

[0081] The purpose of safety stock is to increase the buffer between supply and demand; in the design process, it needs to be designed based on historical sales data, sales forecast and other relevant information, and its economy and practicality must be considered. The size of the safety stock also needs to be determined by the level of customer service; the calculation of the safety stock needs to rely on quantitative statistics to make necessary basic assumptions about changes in customer demand and order lead times. There may be three situations Changes, including changes in customer demand, changes in order ...

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Abstract

The invention provides a retail industry inventory optimization analysis method. The retail industry inventory optimization analysis method comprises the following steps of step S1, determining a safety inventory according to a customer demand, an ordering advance period and a customer service level; step S2, calculating an ordering point according to the safety stock and the average daily demandin the ordering advance period; step S3, predicting the future sales volume through the historical sales volume data by using an autoregression model so that the order quantity is determined; and stepS4, for multi-commodity sales volume prediction in which a plurality of single-commodity multi-dimensional relationships are interleaved together, improving prediction accuracy through multi-level prediction adjustment. The inventory cost can be saved, and the customer service level is improved.

Description

technical field [0001] The invention relates to the field of supply chain optimization in the retail industry, in particular to an inventory optimization analysis method in the retail industry. Background technique [0002] The research and practice of my country's supply chain and inventory management is in a period of rapid growth, but overall, supply chain management is still at a relatively low level, and inventory management is one of the most important components of supply chain cost competition . In the current era of great changes in the retail industry, every company is making corresponding strategic adjustments according to its own situation-the core competitiveness of physical retail stores: supply chain. [0003] For the consumer goods industry, the last link in the supply chain is the retailer. The responsibility of retail enterprises is to purchase goods and maintain a good inventory system. Unreasonable inventory deployment decisions not only directly lead to...

Claims

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Application Information

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IPC IPC(8): G06Q10/08G06Q30/02
CPCG06Q10/087G06Q30/0202
Inventor 谢提提王琼
Owner 江苏云脑数据科技有限公司
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