Managing Natural Resources in a Smart Bathroom Using a Ubiquitous Multi-Agent System
Resumo
This work presents a prototype using a Multi-Agent System for managing a smart bathroom model that will help in the economy of natural resources (electrical energy and water) using perceptual information from sensors and low-cost controllers. The MAS was developed using Jason framework and ARGO agents and the bathroom uses an ATMEGA328 controller and several sensors. The prototype is able of controlling certain available functions such as shower, discharge or sink for water resources and it chooses between commercial and renewable energy. Besides, there is an emergency system for helping people inside the bathroom. Some performance tests were executed to explore the use of robotic agents programmed with Jason and ARGO.Referências
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Andrade, J. P. B., Oliveira, M., Gonçalves, E. J. T., and Maia, M. E. F. (2016). Uma Abordagem com Sistemas Multiagentes para Controle Autônomo de Casas Inteligentes. In XIII Encontro Nacional de Inteligência Artificial e Computacional (ENIAC).
Bordini, R. H., Hübner, J. F., and Wooldridge, M. (2007). Programming Multi-Agent Systems in AgentSpeak using Jason. John Wiley & Sons Ltd.
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Cook, D. J., Youngblood, G. M., Heierman III, E. O., Gopalratnam, K., Rao, S., Litvin, A., and Khawaja, F. (2003). Mavhome: An agent-based smart home. In PerCom, volume 3, pages 521–524.
Hagras, H., Callaghan, V., Colley, M., Clarke, G., Pounds-Cornish, A., and Duman, H. (2004). Creating an ambient-intelligence environment using embedded agents. IEEE Intelligent Systems, 19(6):12–20.
Kazanavicius, E., Kazanavicius, V., and Ostaseviciute, L. (2009). Agent-based framework for embedded systems development in smart environments. In Proceedings of International Conference on Information Technologies (IT 2009), Kaunas.
Lazarin, N. M. and Pantoja, C. E. (2015). A robotic-agent platform for embedding software agents using raspberry pi and arduino boards. In 9th Software Agents, Environments and Applications School.
Lim, C., Anthony, P., and Fan, L. (2009). Applying multi-agent system in a context aware. Borneo Sci, 24:53–64.
Martins, R. and Meneguzzi, F. (2014). A smart home model using jacamo framework. In 2014 12th IEEE International Conference on Industrial Informatics (INDIN). IEEE.
Pantoja, C. E., Stabile, M. F., Lazarin, N. M., and Sichman, J. S. (2016). Argo: An extended jason architecture that facilitates embedded robotic agents programming. In Baldoni, M., Müller, J. P., Nunes, I., and Zalila-Wenkstern, R., editors, Engineering Multi-Agent Systems: 4th International Workshop, EMAS 2016, pages 136–155. Sprin-ger.
Rao, A. S. (1996). AgentSpeak(L): BDI agents speak out in a logical computable language. In de Velde, W. V. and Perram, J. W., editors, Proceedings of the 7th European workshop on Modelling autonomous agents in a multi-agent world (MAAMAW’96), volume 1038 of Lecture Notes in Artificial Intelligence, pages 42–55, USA. Springer-Verlag.
Stabile Jr., M. F. and Sichman, J. S. (2015). Evaluating perception filters in BDI Jason agents. In 4th Brazilian Conference on Intelligent Systems (BRACIS).
Villarrubia, G., De Paz, J. F., Bajo, J., and Corchado, J. M. (2014). Ambient agents: embedded agents for remote control and monitoring using the pangea platform. Sensors, 14(8):13955–13979.
Wooldridge, M. (2009). An Introduction to MultiAgent Systems. Wiley.
Andrade, J. P. B., Oliveira, M., Gonçalves, E. J. T., and Maia, M. E. F. (2016). Uma Abordagem com Sistemas Multiagentes para Controle Autônomo de Casas Inteligentes. In XIII Encontro Nacional de Inteligência Artificial e Computacional (ENIAC).
Bordini, R. H., Hübner, J. F., and Wooldridge, M. (2007). Programming Multi-Agent Systems in AgentSpeak using Jason. John Wiley & Sons Ltd.
Bratman, M. E. (1987). Intention, Plans and Practical Reasoning. Cambridge Press.
Chaouche, A.-C., Seghrouchni, A. E. F., Ilié, J.-M., and Saı̈douni, D. E. (2014). A higher-order agent model with contextual planning management for ambient systems. In Transactions on Computational Collective Intelligence XVI, pages 146–169. Springer.
Cook, D. J., Youngblood, G. M., Heierman III, E. O., Gopalratnam, K., Rao, S., Litvin, A., and Khawaja, F. (2003). Mavhome: An agent-based smart home. In PerCom, volume 3, pages 521–524.
Hagras, H., Callaghan, V., Colley, M., Clarke, G., Pounds-Cornish, A., and Duman, H. (2004). Creating an ambient-intelligence environment using embedded agents. IEEE Intelligent Systems, 19(6):12–20.
Kazanavicius, E., Kazanavicius, V., and Ostaseviciute, L. (2009). Agent-based framework for embedded systems development in smart environments. In Proceedings of International Conference on Information Technologies (IT 2009), Kaunas.
Lazarin, N. M. and Pantoja, C. E. (2015). A robotic-agent platform for embedding software agents using raspberry pi and arduino boards. In 9th Software Agents, Environments and Applications School.
Lim, C., Anthony, P., and Fan, L. (2009). Applying multi-agent system in a context aware. Borneo Sci, 24:53–64.
Martins, R. and Meneguzzi, F. (2014). A smart home model using jacamo framework. In 2014 12th IEEE International Conference on Industrial Informatics (INDIN). IEEE.
Pantoja, C. E., Stabile, M. F., Lazarin, N. M., and Sichman, J. S. (2016). Argo: An extended jason architecture that facilitates embedded robotic agents programming. In Baldoni, M., Müller, J. P., Nunes, I., and Zalila-Wenkstern, R., editors, Engineering Multi-Agent Systems: 4th International Workshop, EMAS 2016, pages 136–155. Sprin-ger.
Rao, A. S. (1996). AgentSpeak(L): BDI agents speak out in a logical computable language. In de Velde, W. V. and Perram, J. W., editors, Proceedings of the 7th European workshop on Modelling autonomous agents in a multi-agent world (MAAMAW’96), volume 1038 of Lecture Notes in Artificial Intelligence, pages 42–55, USA. Springer-Verlag.
Stabile Jr., M. F. and Sichman, J. S. (2015). Evaluating perception filters in BDI Jason agents. In 4th Brazilian Conference on Intelligent Systems (BRACIS).
Villarrubia, G., De Paz, J. F., Bajo, J., and Corchado, J. M. (2014). Ambient agents: embedded agents for remote control and monitoring using the pangea platform. Sensors, 14(8):13955–13979.
Wooldridge, M. (2009). An Introduction to MultiAgent Systems. Wiley.
Publicado
04/05/2017
Como Citar
BRANDÃO, Fabian; NUNES, Palloma; JESUS, Vinicius Souza de; PANTOJA, Carlos Eduardo; VITERBO, José.
Managing Natural Resources in a Smart Bathroom Using a Ubiquitous Multi-Agent System. In: WORKSHOP-ESCOLA DE SISTEMAS DE AGENTES, SEUS AMBIENTES E APLICAÇÕES (WESAAC), 11. , 2017, São Paulo/SP.
Anais [...].
Porto Alegre: Sociedade Brasileira de Computação,
2017
.
p. 101-112.
ISSN 2326-5434.
DOI: https://doi.org/10.5753/wesaac.2017.33232.
