Abstract
Water has become an essential resource to be preserved globally. The need for monitoring the distribution of water with good quality and also meeting the consumer demand is highly essential. This is highly possible by means of Internet of Things (IoT) with edge/fog computing and cloud. Now there is need for intelligence in IoT for monitoring the health of the pipe periodically for proper water distribution thereby meeting the consumer demand. These needs to be automated with minimal human intervention So accordingly, we here propose an multiagent based Smart Water Distribution System employing IoT technologies integrated with Fog for underground pipe health monitoring system. The agent at the aggregator would monitor the underground pipeline health and report to the nodal agent at the Edge. The nodal agent at the edge/fog performs the analytics of the pipe health based on the real-time values and also it predicts the future impact on the health of the pipe using rule-based system on the basis of fluid mechanics. In addition, the agents in cloud is responsible for demand forecasting and pricing calculation for the water consumed. The inter communication between the agents, consumers and SCADA engineers will happen through inter-agent communication mechanism.
Access this chapter
Tax calculation will be finalised at checkout
Purchases are for personal use only
References
Jawhar, I., Mohamed, N., Shuaib, K.: A framework for pipeline infrastructure monitoring using wireless sensor networks. In: Wireless Telecommunications Symposium, 2007. WTS 2007, pp. 1–7 (April 2007)
Mohamed, N., Jawhar, I.: A fault tolerant wired/wireless sensor network architecture for monitoring pipeline infrastructures. In: SENSORCOMM’08: Proceedings of the 2008 Second International Conference on Sensor Technologies and Applications, pp. 179–184. IEEE Computer Society, Washington, DC (2008)
Mohamed, N., Jawhar, I., Shuaib, K.: Reliability challenges and enhancement approaches for pipeline sensor and actor networks. In: ICWN, pp. 46–51 (2008)
Murphy, F., Laffey, D., O’Flynn, B., Buckley, J., Barton, J.: Development of a wireless sensor network for collaborative agents to treat scale formation in oil pipes. In: EWSN, pp. 179–194 (2007)
Jin, Y., Eydgahi, A.: Monitoring of distributed pipeline systems by wireless sensor networks. In: Proceedings of The 2008 IJAC-IJME International Conference, Nashville, TN (2008)
Kim, J., Lim, J.S., Friedman, J., Lee, U., Vieira, L., Rosso, D., Gerla, M., Srivastava, M.B.: Sewersnort: a drifting sensor for in-situ sewer gas monitoring. In: Sixth Annual IEEE Communications Society Conference on Sensor, Mesh and Ad Hoc Communications and Networks (SECON 2009) (2009)
Stoianov, I., Nachman, L., Madden, S., Tokmouline, T.: PIPENET: a wireless sensor network for pipeline monitoring. In: IPSN ’07: Proceedings of the 6th International Conference on Information Processing in Sensor Networks, pp. 264–273. ACM, New York, NY (2007)
Nassiraei, A., Kawamura, Y., Ahrary, A., Mikuriya, Y., Ishii, K.: Concept and design of a fully autonomous sewer pipe inspection mobile robot “KANTARO”. In Robotics and Automation, 2007 IEEE International Conference on, pp. 136–143 (April 2007)
Scholl, K.-U., Kepplin, V., Berns, K., Dillmann, R.: Controlling a multi-joint robot for autonomous sewer inspection. In: Robotics and Automation, 2000. Proceedings. ICRA ’00. IEEE International Conference on, vol. 2, pp. 1701–1706 (2000)
Franklin, S., Graesser, A.: Is it an agent, or just a program?: a taxonomy for autonomous agents. In: Proceedings of the Third International Workshop on Agents, Theories, Architectures, and Languages, pp. 21–35 (1996)
Jennings, N., Bussmann, S.: Agent-based control systems: why are they suited to engineering complex systems? IEEE Control Syst. Mag. 23(3), 61–73 (2003)
Davis, W.: The distributed intelligent control of complex systems. In: Intelligent Processing and Manufacturing of Materials, 1999. IPMM ’99. Proceedings of the Second International Conference on, vol. 1, pp. 615–621 (July 1999)
Vale, Z., Morais, H., Silva, M., Ramos, C.: Towards a future SCADA. In: Power Energy Society General Meeting, 2009. PES ’09. IEEE, pp. 1–7 (2009)
Rudowsky, I.: Intelligent agents. In: Proceedings of the Americas Conference on Information Systems, Communications of the Association for Information System, vol. 14, pp. 275–290 (2004)
Milojicic, D.: Mobile agent applications. IEEE Concurr. 7, 80–90 (September 1999)
Jennings, N.R., Wooldridge, M.: Applications of Intelligent Agents, pp. 3–28. Springer Nature, Berlin, Heidelberg (2017)
Carrera, A., Iglesias, C.A.: A systematic review of argumentation techniques for multi-agent systems research. Artif. Intell. Rev., Springer. 44, 509–535 (2015)
Author information
Authors and Affiliations
Corresponding author
Editor information
Editors and Affiliations
Rights and permissions
Copyright information
© 2019 Springer Nature Switzerland AG
About this paper
Cite this paper
Narayanan, L.K., Sankaranarayanan, S. (2019). Multi-Agent Based Water Distribution and Underground Pipe Health Monitoring System Using IoT. In: Latifi, S. (eds) 16th International Conference on Information Technology-New Generations (ITNG 2019). Advances in Intelligent Systems and Computing, vol 800. Springer, Cham. https://doi.org/10.1007/978-3-030-14070-0_54
Download citation
DOI: https://doi.org/10.1007/978-3-030-14070-0_54
Published:
Publisher Name: Springer, Cham
Print ISBN: 978-3-030-14069-4
Online ISBN: 978-3-030-14070-0
eBook Packages: EngineeringEngineering (R0)