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Ferdian Jovan

3 accepted papers

2023

Adaptive Temporal Planning for Multi-Robot Systems in Operations and Maintenance of Offshore Wind Farms

AAAI 2023technical

With the fast development of offshore wind farms as renewable energy sources, maintaining them efficiently and safely becomes necessary. The high costs of operation and maintenance (O&M) are due to the length of turbine downtime and the logistics for human technician transfer. To reduce such costs,…

2018

Efficient Bayesian Methods for Counting Processes in Partially Observable Environments

AISTATS 2018poster

When sensors that count events are unreliable, the data sets that result cannot be trusted. We address this common problem by developing practical Bayesian estimators for a partially observable Poisson process (POPP). Unlike Bayesian estimation for a fully observable Poisson process (FOPP) this is n…

Cited by 0SourcePDFScholar
2016

A Poisson-spectral model for modelling temporal patterns in human data observed by a robot

IROS 2016poster

The efficiency of autonomous robots depends on how well they understand their operating environment. While most of the traditional environment models focus on the spatial representation, long-term mobile robot operation in human populated environments requires that the robots have a basic model of h…

Cited by 34SourceScholar