Automation Blog

• An integrated approach to optimising inter-warehouse transportation for more efficient supply chains

29 August 2022

• Bayesian optimization algorithm with agent-based supply chain simulator for multi-echelon inventory management

25 April 2022

• Manufacturing line design configuration with optimized resource groups

25 April 2022

• Making supply chains resilient — A combinatorial auctions approach to capacity sharing in collaborative supply chains

4 February 2022

• Evolvable Motion-planning Method using Deep Reinforcement Learning

20 October 2021

• Smart operation recommender system digitalizing OT knowledge to improve productivity

29 June 2021

• Anomaly detection method using time-series sensor data for the metal cutting process

4 June 2021

• Accelerate the creation of IT x OT solutions using Common Analytics Framework

21 August 2020

• Dispatching with Reinforcement Learning: Minimizing Cost for Manufacturing Production Scheduling

24 October 2019

• A New Functional Neural Network with Application to "Remaining Useful Life" Estimation

3 October 2019

• Digital data extraction from industrial monitors using video analytics

25 September 2019

• Real-time holonic scheduling: Making warehouse picking more efficient

28 August 2019