Midstream Optimization


Advanced analytics is increasingly being used to improve shipping performance by predicting the propulsion power that enhances the performances of ships and lowers greenhouse gas emissions.

Benefits for the company

Improve the Shipping performance and operational efficiency.



Type of expertise/ AI domain

eXtreme Gradient Boosting(XGBoost) and Multi- Layer Perceptron(MLP), Neural Networks

Internal data required

Propulsion power data, shipping data, etc.

Research Paper

One Response

  1. Anagnostopoulos, conducted a research to apply Big Data analytics in order to improve the shipping performance. The data gathered for this study were collected over period of three months from the sensors throughout a LCTC (Large Car Truck Carrier) M/V.

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