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Journal ArticleDOI

A combined optimization and simulation approach for designing automated storage/retrieval systems

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TLDR
In this article, a heuristic recursive optimization/simulation procedure is developed to minimize the total cost of an automated storage/retrieval system (AS/RS) in warehouses and explore the dynamic behavior of such a system.
Abstract
The study of Automated Storage/Retrieval Systems (AS/RS) in warehouses has developed along two main lines: One seeks to minimize total cost of an AS/RS, while the other explores the dynamic behavior of such a system. This study addressing the two issues simultaneously, obtains design parameters for a system that complies with desired levels of performance. To this end, a heuristic recursive optimization/simulation procedure is developed. It is also assumed that the number of stacker cranes (an important cost component of AS/RS) can be less than or equal to the number of aisles. The proposed procedure was applied to several situations, and converged within a few iterations.

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Citations
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Warehouse design and control: framework and literature review

TL;DR: A reference framework and a classification of warehouse design and control problems and the need for design oriented studies is emphasized, as opposed to the strong analysis oriented research on isolated subproblems that seems to be dominant in the current literature.
Journal ArticleDOI

Research on warehouse design and performance evaluation: A comprehensive review

TL;DR: A detailed survey of the research on warehouse design, performance evaluation, practical case studies, and computational support tools is presented, including the identification of the limits of previous research and of potential future research directions.
Journal ArticleDOI

A survey of literature on automated storage and retrieval systems

TL;DR: A comprehensive explanation of the current state of the art in AS/RS design is provided for a range of issues such as system configuration, travel time estimation, storage assignment, dwell-point location, and request sequencing.
Journal ArticleDOI

Warehouse design and control: Framework and literature review

TL;DR: In this article, the authors present a reference framework and a classification of warehouse design and control problems based on this framework, and emphasize the need for design oriented studies, as opposed to strong analysis oriented research on isolated subproblems that seems to be dominant in the current literature.
Journal ArticleDOI

A review of warehouse models

TL;DR: Throughput capacity models are comprised of picking policies, batching policies, storage assignment policies, as well as dynamic control models, which find the optimal warehouse size or else maximize space utilization.
References
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Journal ArticleDOI

Optimal Storage Assignment in Automatic Warehousing Systems

TL;DR: It is shown that significant reductions in crane travel time and distance are obtainable from turnover-based rules, and these improvements can be directly translated into increased throughput capacity for existing systems, and may be used to alter the design of proposed systems.
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Travel-Time Models for Automated Storage/Retrieval Systems

TL;DR: Travel-time models are developed for automated storage/retrieval (AS/R) machines that travel simultaneously horizontally and vertically as it moves along a storage aisle for randomized storage conditions.
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Storage-Retrieval Interleaving in Automatic Warehousing Systems

TL;DR: The results indicate that significant reductions in crane travel time and distance are obtainable in some real-world and previously modeled situations via the proposed storage assignment/interleaving policies, which may be directly translated into increased throughput capacity for existing systems.
Journal ArticleDOI

On Sequencing Retrievals In An Automated Storage/Retrieval System

TL;DR: A “nearest-neighbor” sequencing rule is proposed as an alternative, an analytic model for its expected performance is developed, and Monte Carlo simulation is used for evaluation.
Journal ArticleDOI

Scheduling Policies for Automatic Warehousing Systems: Simulation Results

TL;DR: In this article, the authors examined and extended previous analytical work on the scheduling of stacker cranes in automatic warehousing systems by means of a computer simulation, and demonstrated the value of previously-proposed scheduling rules in a dynamic, stochastic environment operating with imperfect information.
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