A scalable digital twin employing machine-learning to discover actionable insights to reduce emissions/resource consumption utilising shared portside data. (Portunus)
Lead Participant:
ENSEMBLE ANALYTICS LTD
Abstract
90% of everything we consume is moved by sea. However, the shipping industry remains a laggard in terms of digitalisation and the development of disruptive, data-driven, real-time analytics to improve and streamline operations.
The shipping industry is responsible for around 940mt of CO2 annually, at least 2.5% of the world's total CO2 emissions (UKRI, 2021).
Ports are well-positioned to catalyse a reduction in shipping emissions.
**This project will introduce Portunus**, a digital twin designed to enable just-in-time (JIT) arrivals through real-time data sharing across ports and optimize port resources (cranes/forklift/trucks etc.). We will utilise ML models and delivering actionable insights to reduce emissions/resource consumption utilising shared portside data.
**Environmental impact -- Portunus:**
* Information on JIT at least 12 hours before a vessel arrives at port can **reduce total journey emissions by 4%** (IMO,2022).
* **2% reduction in total emissions** from a vessel for every hour saved in/around port.
UK shipping emissions for 2019=14.3 MtCO2e/year. If all UK ports adopt Portunus, EA anticipate approximately **1 million tonnes reduction** **in total GHG emissions within shipping industry.**
The shipping industry is responsible for around 940mt of CO2 annually, at least 2.5% of the world's total CO2 emissions (UKRI, 2021).
Ports are well-positioned to catalyse a reduction in shipping emissions.
**This project will introduce Portunus**, a digital twin designed to enable just-in-time (JIT) arrivals through real-time data sharing across ports and optimize port resources (cranes/forklift/trucks etc.). We will utilise ML models and delivering actionable insights to reduce emissions/resource consumption utilising shared portside data.
**Environmental impact -- Portunus:**
* Information on JIT at least 12 hours before a vessel arrives at port can **reduce total journey emissions by 4%** (IMO,2022).
* **2% reduction in total emissions** from a vessel for every hour saved in/around port.
UK shipping emissions for 2019=14.3 MtCO2e/year. If all UK ports adopt Portunus, EA anticipate approximately **1 million tonnes reduction** **in total GHG emissions within shipping industry.**
Lead Participant | Project Cost | Grant Offer |
|---|---|---|
| ENSEMBLE ANALYTICS LTD | £49,889 | £ 49,889 |
People |
ORCID iD |
| Cato Davies (Project Manager) |