This paper investigates the implementation of dataspace technologies in complex supply chains to mitigate the bullwhip effect, i.e., a phenomenon where demand variability amplifies as it propagates along the supply chain. Using a simplified linear supply chain simulator, the study compares two scenarios: a limited transparency case where supply chain partners operate with restricted information, and a full transparency scenario enabled by dataspace technology that allows real-time data sharing. The results demonstrate that dataspace-enabled transparency, combined with Demand-Driven Material Requirements Planning (DDMRP), significantly reduces demand amplification and inventory level fluctuations across the supply chain.

Mitigating Demand Fluctuations in Long Supply Chains Through Dataspaces

Cuzzola, Francesco Alessandro;Quadrini, Walter;Taisch, Marco
2025-01-01

Abstract

This paper investigates the implementation of dataspace technologies in complex supply chains to mitigate the bullwhip effect, i.e., a phenomenon where demand variability amplifies as it propagates along the supply chain. Using a simplified linear supply chain simulator, the study compares two scenarios: a limited transparency case where supply chain partners operate with restricted information, and a full transparency scenario enabled by dataspace technology that allows real-time data sharing. The results demonstrate that dataspace-enabled transparency, combined with Demand-Driven Material Requirements Planning (DDMRP), significantly reduces demand amplification and inventory level fluctuations across the supply chain.
2025
2025 IEEE Technology and Engineering Management Society Conference - Global (TEMSCON Global)
dataspace
supply chain management
bullwhip effect
control
simulation
decision making
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Utilizza questo identificativo per citare o creare un link a questo documento: https://hdl.handle.net/11311/1303853
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