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457 Results Found

  • Article
  • Open Access
9 Citations
6,712 Views
18 Pages

Order Picking Problem: A Model for the Joint Optimisation of Order Batching, Batch Assignment Sequencing, and Picking Routing

  • Antonio Maria Coruzzolo,
  • Francesco Lolli,
  • Elia Balugani,
  • Elisa Magnani and
  • Miguel Afonso Sellitto

11 September 2023

Background: Order picking is a critical activity in end-product warehouses, particularly using the picker-to-part system, entail substantial manual labor, representing approximately 60% of warehouse work. Methods: This study develops a new linear mod...

  • Article
  • Open Access
2 Citations
6,730 Views
14 Pages

21 August 2024

(1) Background: This work focuses on improving the efficiency of warehouse operations with the goal of promoting efficiency in the logistics industry and mitigating logistics-related labor shortages. Many factors are involved in warehouse operations,...

  • Review
  • Open Access
21 Citations
16,347 Views
19 Pages

With the vigorous development of e-commerce, efficient order picking in e-commerce warehouses has attracted the attention of many scholars. To analyze the issues about order-picking efficiency currently being studied by relevant scholars in e-commerc...

  • Article
  • Open Access
1,071 Views
29 Pages

4 September 2025

This study tries to make some improvements in the order picking operations by offering a novel mathematical model and efficient solution algorithm. Accordingly, the order picking policies are examined to allow for picking more orders by reducing the...

  • Article
  • Open Access
6,150 Views
20 Pages

3 February 2025

The human manual order-picking process in the warehouse is still the leading method despite increasing automation. This manual process is supported by indicating and receipt systems to reduce the order-picking time and the number of errors. Many stud...

  • Article
  • Open Access
6 Citations
3,868 Views
21 Pages

Dynamic Order Picking Method for Multi-UAV System in Intelligent Warehouse

  • Changwan Han,
  • Hyeongjun Jeon,
  • Junghyun Oh and
  • Heungjae Lee

1 December 2022

For the logistics environment, multi-UAV algorithms have been studied for the purpose of order picking in warehouses. However, modern order picking adopts static order picking methods that struggle to cope with increasing volumes of goods because the...

  • Article
  • Open Access
3 Citations
2,506 Views
23 Pages

A Combined Dynamic Programming and Simulation Approach to the Sizing of the Low-Level Order-Picking Area

  • Dragan Djurdjević,
  • Nenad Bjelić,
  • Dražen Popović and
  • Milan Andrejić

11 October 2022

In order to increase the efficiency of the order-picking process, warehouses are forced to find ways to adopt to constantly intensifying changes in the assortment and quantities of stored products. Accordingly, we present a methodology that deals wit...

  • Review
  • Open Access
15 Citations
8,887 Views
22 Pages

A Survey of the Literature on Order-Picking Systems by Combining Planning Problems

  • Amir Reza Ahmadi Keshavarz,
  • Davood Jaafari,
  • Mehran Khalaj and
  • Parshang Dokouhaki

11 November 2021

Companies have been trying continuously to reduce their logistics costs in the current competitive markets. Warehouses are important components of the logistics systems and they must be managed effectively and efficiently to reduce the production cos...

  • Article
  • Open Access
5 Citations
2,411 Views
18 Pages

A Model for an Order-Picking Problem with a One-Directional Conveyor and Buffer

  • Kateryna Czerniachowska,
  • Radosław Wichniarek and
  • Krzysztof Żywicki

14 September 2023

Customers seek items at low prices, excellent quality, and customization in today’s market. Additionally, the need for quick product delivery is rising because of the expansion of e-commerce. Order picking is an essential element of order fulfi...

  • Article
  • Open Access
21 Citations
7,029 Views
27 Pages

Towards Productive and Ergonomic Order Picking: Multi-Objective Modeling Approach

  • Brigita Gajšek,
  • Simona Šinko,
  • Tomaž Kramberger,
  • Marcin Butlewski,
  • Eren Özceylan and
  • Goran Đukić

4 May 2021

The logistics sector should strive for sustainability alongside productivity by protecting its order pickers’ health and welfare. Existing storage assignment models are mainly based on the criterion of order picking time and, to a lesser extent, the...

  • Article
  • Open Access
2 Citations
5,577 Views
15 Pages

30 January 2024

Background: Despite the general impression that digital order-picking supportive technologies can manage a series of emerging challenges, there is still a very limited amount of research concerning the implementation and evaluation of such technologi...

  • Article
  • Open Access
7 Citations
2,215 Views
24 Pages

An Order-Picking Problem in a Medical Facility Using Genetic Algorithm

  • Berrin Denizhan,
  • Elif Yıldırım and
  • Öznur Akkan

25 December 2024

Storage operations, order-picking, and product-handling processes have become increasingly important in today’s industrial environment. These operations are a huge burden for businesses in terms of time and cost, but they often do not add direc...

  • Article
  • Open Access
2 Citations
1,800 Views
19 Pages

31 October 2022

The timeliness of order deliveries seriously impacts customers’ evaluation of logistics services and, hence, has increasingly received attention. Due to the diverse and large quantities of orders under the background of electronic commerce, how...

  • Article
  • Open Access
2 Citations
1,741 Views
23 Pages

Comparison of MOEAs in an Optimization-Decision Methodology for a Joint Order Batching and Picking System

  • Fabio Maximiliano Miguel,
  • Mariano Frutos,
  • Máximo Méndez,
  • Fernando Tohmé and
  • Begoña González

19 April 2024

This paper investigates the performance of a two-stage multi-criteria decision-making procedure for order scheduling problems. These problems are represented by a novel nonlinear mixed integer program. Hybridizations of three Multi-Objective Evolutio...

  • Article
  • Open Access
1 Citations
1,427 Views
12 Pages

11 February 2025

This study proposes a method for time-efficient order picking based on a structural stability assessment (SSA) when target boxes inside box-stacking storage (BSS) on multi-layer racks are removed. This method performs optimal order picking by generat...

  • Article
  • Open Access
19 Citations
5,964 Views
16 Pages

29 October 2018

Online retail orders, especially online supermarket orders, have been highlighted to have several distinguished features from traditional online retailers. These include a huge amount of daily orders and orders containing multiple items. Tens of thou...

  • Article
  • Open Access
17 Citations
5,909 Views
18 Pages

AMR-Assisted Order Picking: Models for Picker-to-Parts Systems in a Two-Blocks Warehouse

  • Giulia Pugliese,
  • Xiaochen Chou,
  • Dominic Loske,
  • Matthias Klumpp and
  • Roberto Montemanni

5 November 2022

Manual order picking, the process of retrieving stock keeping units from their storage location to fulfil customer orders, is one of the most labour-intensive and costly activity in modern supply chains. To improve the outcome of order picking system...

  • Article
  • Open Access
3,306 Views
24 Pages

17 February 2025

With the rapid development of e-commerce, the scattered storage mode has been widely applied in B2C distribution centers in which there is a large assortment and quantity of small-sized, time-sensitive orders. Under the scattered storage mode, obtain...

  • Article
  • Open Access
2 Citations
2,767 Views
37 Pages

12 July 2023

This paper proposes a new metaheuristic algorithm called Particle Swarm-based picking time minimization (Pkt_PSO), ideated for picking time minimization in manual warehouses. As the name suggests, Pkt_PSO is inspired by Particle Swarm Optimization (P...

  • Article
  • Open Access
19 Citations
3,680 Views
19 Pages

29 April 2022

Utilizing local brick-and-mortar stores for same-day order fulfillment is becoming prominent in omni-channel retailing. Efficient in-store order picking is critical to providing timely value-added omni-channel delivery services. Despite numerous stud...

  • Article
  • Open Access
2,501 Views
29 Pages

20 August 2025

The order picking process in Goods-to-Person (G2P) systems involves a set of interdependent yet often separately addressed decisions, such as order allocation, sequencing, and rack handling. This study focuses on the joint optimization of order alloc...

  • Article
  • Open Access
10 Citations
4,805 Views
15 Pages

A Heuristic Storage Location Assignment Based on Frequent Itemset Classes to Improve Order Picking Operations

  • Yue Li,
  • Francis A. Méndez-Mediavilla,
  • Cecilia Temponi,
  • Junwoo Kim and
  • Jesus A. Jimenez

19 February 2021

Most large distribution centers’ order picking processes are highly labor-intensive. Increasing the efficiency of order picking allows these facilities to move higher volumes of products. The application of data mining in distribution centers has the...

  • Feature Paper
  • Article
  • Open Access
3 Citations
1,841 Views
23 Pages

7 September 2023

The necessity for undertaking this research is driven by the prevailing challenges encountered in logistic centers. This study addresses a logistic order-picking issue involving unidirectional conveyors and buffers, which are assigned to racks and pi...

  • Article
  • Open Access
34 Citations
5,637 Views
21 Pages

9 April 2020

Sensitivity analysis of selected parameters in simulation models of logistics facilities is one of the key aspects in functioning of self-conscious and efficient management. In order to develop simulation models adequate of real logistics facilities’...

  • Article
  • Open Access
17 Citations
3,023 Views
18 Pages

Fuzzy Multicriteria Decision-Making Model Based on Z Numbers for the Evaluation of Information Technology for Order Picking in Warehouses

  • Željko Stević,
  • Edmundas Kazimieras Zavadskas,
  • Ferdous M. O. Tawfiq,
  • Fairouz Tchier and
  • Tatjana Davidov

7 December 2022

Order-picking process management is one of the most demanding tasks within the operations of a warehouse system. It is especially evident in companies that have a high intensity of product flows, so the question of increasing the productivity of orde...

  • Article
  • Open Access
17 Citations
6,146 Views
13 Pages

Order picking is a crucial but labor- and cost-intensive activity in the retail logistics and e-commerce domain. Comprehensive changes are implemented in this field due to new technologies like AI and automation. Nevertheless, human worker’s activiti...

  • Article
  • Open Access
2 Citations
3,529 Views
16 Pages

29 March 2023

E-commerce companies generate massive orders daily, and efficiently fulfilling them is a critical challenge. In the “parts-to-picker” order fulfillment system, the joint optimization of order allocation and rack selection is a crucial pro...

  • Article
  • Open Access
283 Views
21 Pages

4 February 2026

This research introduces an advanced attention-driven model designed to optimize mobile shelf warehouse order-picking. Our model incorporates an enhanced masking mechanism and context-aware decoder, streamlining the order-picking process. In essence,...

  • Article
  • Open Access
16 Citations
4,930 Views
22 Pages

4 January 2019

Many logistics companies adopt a manual order picking system. In related research, the effect of emotion and engagement on work efficiency and human errors was verified. However, related research has not established a method to predict emotion and en...

  • Article
  • Open Access
9 Citations
8,663 Views
21 Pages

6 December 2022

Background: This paper aims to improve the overall performance of manual warehouse Order Picking (OP) processes by proposing an innovative method for designing a picking area layout, and introducing a storage assignment strategy with respect to ergon...

  • Article
  • Open Access
15 Citations
3,888 Views
25 Pages

20 February 2024

The robotic mobile fulfillment (RMF) system is a parts-to-picker warehousing system and a sustainable technology used in human–robot collaborative order picking. Storage location assignment (SLA) tactically benefits order-picking efficiency. Mo...

  • Article
  • Open Access
3 Citations
10,575 Views
29 Pages

Towards Sensor-Actuator Coupling in an Automated Order Picking System by Detecting Sealed Seams on Pouch Packed Goods

  • Frank Weichert,
  • Adrian Böckenkamp,
  • Christian Prasse,
  • Constantin Timm,
  • Bartholomäus Rudak,
  • Klaas Hölscher and
  • Michael Ten Hompel

In this paper, a novel concept of coupling the actuators of an automated order picking system for pouch packed goods with an embedded CCD camera sensor by means of image processing and machine learning is presented. The picking system mechanically co...

  • Article
  • Open Access
1,647 Views
16 Pages

1 September 2025

It has been shown that Augmented Reality improves the efficiency and well-being of order pickers; however, the adoption of AR Headsets in real contexts is hindered by comfort, safety, and battery duration issues. AR Glasses offer a lightweight altern...

  • Article
  • Open Access
1 Citations
1,278 Views
18 Pages

17 February 2025

Teleoperation-based order picking in logistics warehouse environments has been advancing steadily. However, the accuracy of such operations varies depending on the type of human–robot interface (HRI) employed. Immersive HRI, which uses a head-m...

  • Article
  • Open Access
1,066 Views
21 Pages

Path Optimization for Cluster Order Picking in Warehouse Robotics Using Hybrid Symbolic Control and Bio-Inspired Metaheuristic Approaches

  • Mete Özbaltan,
  • Serkan Çaşka,
  • Merve Yıldırım,
  • Cihat Şeker,
  • Faruk Emre Aysal,
  • Hazal Su Bıçakcı Yeşilkaya,
  • Murat Demir and
  • Emrah Kuzu

In this study, we propose an architectural model for path optimization in cluster order picking within warehouse robotics, utilizing a hybrid approach that combines symbolic control and metaheuristic techniques. Among the optimization strategies, we...

  • Article
  • Open Access
5 Citations
2,743 Views
17 Pages

From Single Orders to Batches: A Sensitivity Analysis of Warehouse Picking Efficiency

  • Claudio Suppini,
  • Natalya Lysova,
  • Michele Bocelli,
  • Federico Solari,
  • Letizia Tebaldi,
  • Andrea Volpi and
  • Roberto Montanari

21 September 2024

Currently, companies are called to meet variable market demand whilst having to comply with tighter delivery times, also due to the growing spread of e-commerce systems in the last decade. As never before, it is therefore mandatory to increase the ef...

  • Article
  • Open Access
4 Citations
6,745 Views
26 Pages

8 December 2022

Background: Order picking process is critical for accurate and efficient order fulfilment. Pick-by-vision is a promising technology that may support order picking process, however there is still a limited amount of research concerning the impact of t...

  • Article
  • Open Access
5 Citations
2,766 Views
17 Pages

10 November 2023

This study investigated the effects of wearing AR devices on users’ performance and comfort ratings while performing order-picking (OP) tasks. In addition to a picking-by-paper list, two AR devices combined with three order information display...

  • Article
  • Open Access
4 Citations
3,056 Views
27 Pages

12 July 2024

The high service expectations of e-commerce customers are placing unprecedented demands on e-commerce warehouse workers, leading to higher fatigue and health-related disorders among these workers. Order picking in retail e-commerce fulfilment warehou...

  • Article
  • Open Access
26 Citations
6,442 Views
16 Pages

In the last decade, the Industry 4.0 concept has introduced automation and cyber-physical systems as the core elements of future logistics, supported by an array of technologies, such as augmented reality (AR) providing the necessary support for the...

  • Article
  • Open Access
2 Citations
3,841 Views
18 Pages

8 December 2020

Recent literature demonstrates that warehouse order picking performance is reflected in the logistics performance of downstream retailers. Warehouse solutions and policies significantly contribute to the improvement of distribution and delivery to re...

  • Article
  • Open Access
4 Citations
4,042 Views
24 Pages

Developing an Efficient Model for Online Grocery Order Fulfillment

  • Moaad Abdulaziz Alrasheed,
  • Ateekh Ur Rehman and
  • Ibrahim M. Alharkan

19 May 2024

Due to the convenience of online grocery apps and home delivery, online grocery shopping has become popular in recent years. Globally, consumer behavior has significantly changed the consumption and purchase patterns of online grocery shopping. This...

  • Article
  • Open Access
34 Citations
7,223 Views
27 Pages

qRobot: A Quantum Computing Approach in Mobile Robot Order Picking and Batching Problem Solver Optimization

  • Parfait Atchade-Adelomou,
  • Guillermo Alonso-Linaje,
  • Jordi Albo-Canals and
  • Daniel Casado-Fauli

26 June 2021

This article aims to bring quantum computing to robotics. A quantum algorithm is developed to minimize the distance traveled in warehouses and distribution centers where order picking is applied. For this, a proof of concept is proposed through a Ras...

  • Feature Paper
  • Article
  • Open Access
5 Citations
5,360 Views
16 Pages

17 June 2021

This paper presents a research study which is dedicated to the improvement in retail warehouse activity. This study aims to improve activity by identifying an efficient order picking strategy. (1) Background: The literature review shows the applicati...

  • Article
  • Open Access
10 Citations
3,906 Views
29 Pages

Research on a Dynamic Task Update Assignment Strategy Based on a “Parts to Picker” Picking System

  • Kaibo Liang,
  • Li Zhou,
  • Jianglong Yang,
  • Huwei Liu,
  • Yakun Li,
  • Fengmei Jing,
  • Man Shan and
  • Jin Yang

31 March 2023

Order picking is a crucial operation in the storage industry, with a significant impact on storage efficiency and cost. Responding quickly to customer demands and shortening picking time is crucial given the random nature of order arrival times and q...

  • Article
  • Open Access
4 Citations
4,370 Views
16 Pages

2 December 2021

The research presented herein aims to pinpoint the factors that cause errors in the order picking process in an e-commerce enterprise and to confirm or deny the assumption that these factors largely concern employees and their working conditions. Res...

  • Article
  • Open Access
20 Citations
6,872 Views
16 Pages

The Buy-Online-Pick-Up-in-Store Retailing Model: Optimization Strategies for In-Store Picking and Packing

  • Nicola Ognibene Pietri,
  • Xiaochen Chou,
  • Dominic Loske,
  • Matthias Klumpp and
  • Roberto Montemanni

30 November 2021

Online shopping is growing fast due to the increasingly widespread use of digital services. During the COVID-19 pandemic, the desire for contactless shopping has further changed consumer behavior and accelerated the acceptance of online grocery purch...

  • Article
  • Open Access
6 Citations
2,910 Views
19 Pages

Modelling the Shortest Path for Inner Warehouse Travelling Using the Floyd–Warshall Algorithm

  • Noraimi Azlin Mohd Nordin,
  • S. Sarifah Radiah Shariff,
  • Siti Suzlin Supadi and
  • Ilyas Masudin

29 August 2024

Order picking is referred as a critical process of selecting items requested by a customer in a warehouse. Meeting the demand of every customer is the main objective in this area. Large warehouses pose a challenge since the order-picking process is s...

  • Article
  • Open Access
1 Citations
3,875 Views
27 Pages

Background: In today’s business world, where competition lies between supply chains, customer expectations are changing dynamically. Effective order picking in warehouses has become a top concern given expectations for rapid delivery, a larger...

  • Article
  • Open Access
31 Citations
7,983 Views
15 Pages

Optimization of the Storage Location Assignment and the Picker-Routing Problem by Using Mathematical Programming

  • Johanna Bolaños Zuñiga,
  • Jania Astrid Saucedo Martínez,
  • Tomas Eloy Salais Fierro and
  • José Antonio Marmolejo Saucedo

10 January 2020

The order picking process involves a series of activities in response to customer needs, such as the selection or programming of orders (batches), and the selection of different items from their storage location to shipment. These activities are acco...

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