A HPC (high performance computing) based model for optimisation of the waste management systems in metropolitan regions

Krzysztof Gaska,

Agnieszka Generowicz,

Józef Ciuła

Abstrakt

The article presents the conception of an intelligent system for monitoring and managing the municipal waste disposal in metropolises. Applying advanced IT solutions using intelligent computational techniques enables the passage from the passive position of selfgovernment units (JST) in managing the waste disposal to the active position, especially in decision making during the problem solving of planning systems associated with the organisation management of the complex infrastructure of the waste disposal. The aim of using ICT systems is an increase in the reliability of the economy of systemic waste, monitoring in real time, the stabilization of the work of the system and the optimization of logistic and technological processes in the context of the raw material, energy application and simultaneously limiting the influence on all components of the environment.

Słowa kluczowe: SMART City, waste management, predictive models, artificial intelligence, GIS, parallel computing architecture (HPC)
References

[1] Dyson B., Chang N.B., Forecasting municipal solid waste generation in a fast-growing urban region with system dynamics modelling, Waste Management 25(7), 2005, 669–679.
[2] http://webarchive.nationalarchives.gov.uk/20140328084622/http://www.environment-agency.gov.uk/research/commercial/102922.aspx (access: 22. 01. 2015).
[3] Gaska K., Wandrasz A., Mathematical modelling of biomass fuels formation process, Waste Management, 28(6), 2008, 973–985.
[4] Gaska K., Generowicz A., Modelling of the integrated waste management systems using grapfh-oriented data structures, XII International Waste Management and Landfill Symposium, S. Margherita di Pula (Cagliari), Sardinia 2009.
[5] Generowicz A., Kowalski Z., Kulczycka J., Banach M., Ocena rozwiązań technologicznych w gospodarce odpadami komunalnymi z wykorzystaniem wskaźników jakości technologicznej i analizy wielokryterialnej, Przemysł Chemiczny 90(5), 2011, 747–753.
[6] Generowicz A., Kowalski Z., Makara A., Banach M., The application of multi-criteria analysis in the management of waste in Cracow, Poland, Waste Management 32, 2012, 349–351.
[7] Goedkoop M., Spriensma R., The Eco-indicator 99: A damage oriented method for Life Cycle Impact Assessment.Methodology Report, Amersfoort, 2001.
[8] Lozano M., Valles J., An analysis of the implementation of an environmental management system in a local public administration, Journal of Environmental Management, 82(4), 2007, 495–511.
[9] McDougall F., Hruska J.P., The use of Life Cycle Inventory tools to support an integrated approach to solid waste management, Waste Management & Research, 18(6), 2000, 590–594.
[10] White P.R., Franke M., Hindle P., Integrated Solid Waste Management. A Life Cycle Inventory, McGraw-Hill, London 1996.