CEUS: Österreich - Polen - Slowenien - Tschechien
Disciplines
Computer Sciences (50%); Mathematics (50%)
Keywords
Reverse Logistics,
Supply Chain,
Biomass,
Network Optimization
Abstract
Sustainability and environmental consciousness is becoming an increasingly important issue, and
questions of recycling and reuse are getting more and more attention lately. While biomass is an
important renewable resource and can take many forms (ranging from agricultural residues to food
waste, forestry residues and construction/wood processing residues), biomass wastes are
predominantly considered for the production of bioenergy. However, depending on the exact type
of biomass residual, alternatives might also exist for its use that are significantly less studied. For
example, the management of residual wood biomass is an important field, and not many studies
have dealt with it besides its use for bioenergy. There are multiple different problem classes that can
be studied in the reverse logistics processes of wood. Optimizing the activities of this supply chain
and identifying their special characteristics is a relevant issue both for reducing environmental
impact and for increasing the efficiency and profit of companies.
The aim of this project is to study the possible alternative reverse logistics processes of biomass
residuals, concentrating on woody residuals as a use-case. We plan to identify the crucial
optimization problems connected to the collection, sorting, transportation, warehousing and
processing of this biomass, and provide efficient models and algorithms for their solution. We will
explore new approaches based on hybrid algorithms and machine learning.
- Arkadiusz Kawa, Poznan University of Economics and Business - Poland
- Jakub Sandak, InnoRenew CoE - Slovenia