A Blockchain-IoT Platform for the Smart Pallet Pooling Management

Pallet management as a backbone of logistics and supply chain activities is essential to supply chain parties, while a number of regulations, standards and operational constraints are considered in daily operations. In recent years, pallet pooling has been unconventionally advocated to manage pallets in a closed-loop system to enhance the sustainability and operational effectiveness, but pitfalls in terms of service reliability, quality compliance and pallet limitation when using a single service provider may occur. Therefore, this study incorporates a decentralisation mechanism into the pallet management to formulate a technological eco-system for pallet pooling, namely Pallet as a Service (PalletaaS), raised by the foundation of consortium blockchain and Internet of things (IoT). Consortium blockchain is regarded as the blockchain 3.0 to facilitate more industrial applications, except cryptocurrency, and the synergy of integrating a consortium blockchain and IoT is thus investigated. The corresponding layered architecture is proposed to structure the system deployment in the industry, in which the location-inventory-routing problem for pallet pooling is formulated. To demonstrate the values of this study, a case analysis to illustrate the human–computer interaction and pallet pooling operations is conducted. Overall, this study standardises the decentralised pallet management in the closed-loop mechanism, resulting in a constructive impact to sustainable development in the logistics industry.

[1]  Shiwei He,et al.  The Study of Pallet Pooling Information Platform Based on Cloud Computing , 2018, Sci. Program..

[2]  Wen-Lung Shiau,et al.  Exploring the intellectual cores of the blockchain-Internet of Things (BIoT) , 2021, J. Enterp. Inf. Manag..

[3]  Ashutosh Dhar Dwivedi,et al.  Internet of Things Based Blockchain for Temperature Monitoring and Counterfeit Pharmaceutical Prevention , 2020, Sensors.

[4]  Xianrong Zheng,et al.  Blockchain technology – recent research and future trend , 2021, Enterp. Inf. Syst..

[5]  S. Mccabe Moving from Theory to Practice , 2008 .

[6]  Seyed Mojtaba Hosseini Bamakan,et al.  A survey of blockchain consensus algorithms performance evaluation criteria , 2020, Expert Syst. Appl..

[7]  Wenan Tan,et al.  A novel service level agreement model using blockchain and smart contract for cloud manufacturing in industry 4.0 , 2021, Enterp. Inf. Syst..

[8]  I. Deviatkin,et al.  Wooden and Plastic Pallets: A Review of Life Cycle Assessment (LCA) Studies , 2019, Sustainability.

[9]  Qunli Yuchi,et al.  A Location-Inventory-Routing Problem in Forward and Reverse Logistics Network Design , 2016 .

[10]  Brij B. Gupta,et al.  IoT-Based Big Data Secure Management in the Fog Over a 6G Wireless Network , 2021, IEEE Internet of Things Journal.

[11]  Shahzad A. Malik,et al.  Fog/Edge Computing-Based IoT (FECIoT): Architecture, Applications, and Research Issues , 2019, IEEE Internet of Things Journal.

[12]  The contribution of Industry 4.0 technologies to facility management , 2021, International Journal of Engineering Business Management.

[13]  S. C. Lenny Koh,et al.  Blockchain applications in supply chains, transport and logistics: a systematic review of the literature , 2019, Int. J. Prod. Res..

[14]  Karim Bouamrane,et al.  Evaluation of NoSQL Databases: MongoDB, Cassandra, HBase, Redis, Couchbase, OrientDB , 2020, Int. J. Softw. Sci. Comput. Intell..

[15]  Oualid Jouini,et al.  Analysis of base-stock perishable inventory systems with general lifetime and lead-time , 2020, Eur. J. Oper. Res..

[16]  Manuel Díaz,et al.  On blockchain and its integration with IoT. Challenges and opportunities , 2018, Future Gener. Comput. Syst..

[17]  Gunasekaran Manogaran,et al.  Simulation analysis of supply chain risk management system based on IoT information platform , 2019, Enterp. Inf. Syst..

[18]  Zigang Zhang,et al.  Comparative study on decentralised inventory policy and Vendor Managed Inventory with (r, Q) replenishment strategy , 2008 .

[19]  Yanjun Zuo,et al.  Making smart manufacturing smarter – a survey on blockchain technology in Industry 4.0 , 2020, Enterp. Inf. Syst..

[20]  S. Saurabh,et al.  Blockchain technology adoption, architecture, and sustainable agri-food supply chains , 2020 .

[21]  Nripendra P. Rana,et al.  Drone as a Service (DaaS) in promoting cleaner agricultural production and Circular Economy for ethical Sustainable Supply Chain development , 2020 .

[22]  Nunzio Marco Torrisi,et al.  Third Party Certification of Agri-Food Supply Chain Using Smart Contracts and Blockchain Tokens , 2021, Sensors.

[23]  E. Golden Julie,et al.  Improving Security on Blockchain and Its Integration with IoT , 2020 .

[24]  Chuck D. Ray,et al.  Life cycle assessment comparison of wooden and plastic pallets in the grocery industry , 2020, Journal of Industrial Ecology.

[25]  Ahmed Nait-Sidi-Moh,et al.  Using Internet of Things Technologies for a Collaborative Supply Chain: Application to Tracking of Pallets and Containers , 2015, FNC/MobiSPC.

[27]  Mohand Tahar Kechadi,et al.  Using Clustering for Forensics Analysis on Internet of Things , 2021, Int. J. Softw. Sci. Comput. Intell..

[28]  Arif Hussain,et al.  Integration of Internet-of-Things With Blockchain Technology to Enhance Humanitarian Logistics Performance , 2021, IEEE Access.

[29]  Tapani Ristaniemi,et al.  Towards Service-Oriented 5G: Virtualizing the Networks for Everything-as-a-Service , 2018, IEEE Access.

[30]  Oscar Novo,et al.  Blockchain Meets IoT: An Architecture for Scalable Access Management in IoT , 2018, IEEE Internet of Things Journal.

[31]  Henry J. Quesada,et al.  Critical Factors Affecting Supply Chain Management: A Case Study in the US Pallet Industry , 2012 .

[32]  Maria Grazia Gnoni,et al.  Designing an effective closed loop system for pallet management , 2015 .

[33]  Debjit Roy,et al.  Cost-effective pallet management strategies , 2016 .

[34]  Gwynne Richards,et al.  Warehouse Management: A Complete Guide to Improving Efficiency and Minimizing Costs in the Modern Warehouse , 2011 .

[35]  Jing Zhang,et al.  Design and application of a personal credit information sharing platform based on consortium blockchain , 2020, J. Inf. Secur. Appl..

[36]  Francesco Schiavone,et al.  Exploring knowledge sharing in sea-land logistics networks: Lessons from the port of Genoa , 2020 .

[37]  Xiaoli Ma,et al.  Performance Analysis of the Raft Consensus Algorithm for Private Blockchains , 2018, IEEE Transactions on Systems, Man, and Cybernetics: Systems.

[38]  Hao Xu,et al.  An optimization model for the operations of a pallet pool with both radio-frequency identification–tagged pallets and non-tagged pallets , 2018 .

[39]  Yao-Te Tsai,et al.  Proactive and reactive flexibility: How does flexibility mediate the link between supply chain information integration and performance? , 2021, International Journal of Engineering Business Management.

[40]  Bo Liu,et al.  Selection of pallet management strategies from the perspective of supply chain cost with Anylogic software , 2019, PloS one.

[41]  Brij B. Gupta,et al.  An overview of Internet of Things (IoT): Architectural aspects, challenges, and protocols , 2018, Concurr. Comput. Pract. Exp..

[43]  Ricardo Jardim-Goncalves,et al.  Cyber-Physical Systems: a multi-criteria assessment for Internet-of-Things (IoT) systems , 2019, Enterp. Inf. Syst..

[44]  Yung Po Tsang,et al.  Multi-Objective Mapping Method for 3D Environmental Sensor Network Deployment , 2019, IEEE Communications Letters.

[45]  Tarik Taleb,et al.  "Anything as a Service" for 5G Mobile Systems , 2016, IEEE Network.