Overview of Warehouse Terminal Roboticization Tools

Objective: review of modern means of robotization of warehouse terminals, highlighting key trends in development and implementation features, application of modern capabilities of CAE — programs for modeling the movement of robotic equipment. Methods: an overview of robotic equipment used in warehouse terminals is carried out, the classification of robotization means is given by the mode of movement, features of delivery and storage of goods. The results of simulation modeling of the movement of unmanned forklifts in warehouse conditions are given. Results: modeling of dynamic routing of the movement of forklifts based on the readings of a laser rangefinder are presented. Practical significance: the capabilities of the Matlab software package have been investigated for solving the problem of route planning and validation using a hybrid algorithm with a built-in shortest path search procedure using the Reeds — Shepp method, as well as for solving problems.

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Publication Details

Journal
Bulletin of scientific research results
Published
2026-10-05
DOI
https://doi.org/10.20295/2223-9987-2026-3-215-225
Primary Topic
Advanced Manufacturing and Logistics Optimization
Type
article
Field-Weighted Citation Impact
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article

Overview of Warehouse Terminal Roboticization Tools

Ekaterina Oparina
Bulletin of scientific research results
Advanced Manufacturing and Logistics Optimization
article

Overview of Warehouse Terminal Roboticization Tools

Ekaterina Oparina
article en

Abstract

Objective: review of modern means of robotization of warehouse terminals, highlighting key trends in development and implementation features, application of modern capabilities of CAE — programs for modeling the movement of robotic equipment. Methods: an overview of robotic equipment used in warehouse terminals is carried out, the classification of robotization means is given by the mode of movement, features of delivery and storage of goods. The results of simulation modeling of the movement of unmanned forklifts in warehouse conditions are given. Results: modeling of dynamic routing of the movement of forklifts based on the readings of a laser rangefinder are presented. Practical significance: the capabilities of the Matlab software package have been investigated for solving the problem of route planning and validation using a hybrid algorithm with a built-in shortest path search procedure using the Reeds — Shepp method, as well as for solving problems.

Bulletin of scientific research resultsVol. 2026(3)
Petersburg State Transport University (RU)
Openalex Percentile: Top 11%
Advanced Manufacturing and Logistics Optimization
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Overview of Warehouse Terminal Roboticization Tools — Ekaterina Oparina · Bulletin of scientific research results (2026) | TGRS Research Map | TGRS