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Aeroponic Greenhouse as an Autonomous System Using Intelligent Space for Agriculture Robotics

  • Martin PalaEmail author
  • Ladislav Mizenko
  • Marian Mach
  • Tyler Reed
Part of the Advances in Intelligent Systems and Computing book series (AISC, volume 274)

Abstract

This paper describes a novel approach to aeroponic and hydroponic system monitoring, fault detection and automation. The first part of this paper is dedicated to brief literature preview about hydroponics and aeroponics, its common and distinctive features and the description of the needs for its automation. The second part of this paper deals with aeroponic greenhouse control scheme proposal. We consider a greenhouse covered by a sensor network, actuators and hydroponic or aeroponic platforms to be a robotic system in so called intelligent space. The aeroponic platform design is described besides the conclusions and future work ideas in the last part of this paper.

Keywords

Agriculture Robotics Intelligent Space Aeroponics Hydroponics Greenhouse 

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References

  1. 1.
    World Population Prospects: The 2012 Revision. UN Press Release, New York (June 13, 2013)Google Scholar
  2. 2.
    Pittinger, D.R.: Introduction to Horticulture. In: California Master Gardener Handbook (Publication 3382), ch. 2, The Regents of the University of California, Division of Agriculture and Natural Resources (2002)Google Scholar
  3. 3.
    Doyle, O., Aldous, D., Barrett-Mold, H., Bijzet, Z., Darnell, R., Martin, B., McEvilly, G., Stephenson, R.: 2012 Defining Horticulture, Horticulturist and Horticultural Scientist. In: Doyle, O. (ed.) Ad Hoc Committee for Global Horticulture Advocacy. University College Dublin, Ireland (2012)Google Scholar
  4. 4.
    NASA Spinoff 2006, Innovative Partnership Program, Publications and Graphics Department NASA Center for Aerospace Information (CASI) (2006)Google Scholar
  5. 5.
    Thiyagarajan, G., Umadevi, R., Ramesh, K.: Hydroponics. Science Tech Entrepreneur (January 2007)Google Scholar
  6. 6.
    Sholto, D.J.: Advanced guide to hydroponics, No. new edn. Pelham Books (1985)Google Scholar
  7. 7.
    Nir, I.: Growing Plants in Aeroponics Growth System. Acta Hort (ISHS) 126, 435–448 (1982)Google Scholar
  8. 8.
    Amos, J., et al.: Final Report for the Robotic Construction of a Permanently Manned Mars Base. Mars Investment for a New Generation (M.I.N.G.). NASA (1989)Google Scholar
  9. 9.
    Ritter, E., Angulo, B., Riga, P., Herran, C., Relloso, J., San Jose, M.: Comparison of hydroponic and aeroponic cultivation systems for the production of potato minitubers. Potato Research 44, 127–135 (2001)CrossRefGoogle Scholar
  10. 10.
    Morimoto, T., Hatou, K., Hashimoto, Y.: Intelligent Control for a Plant Production System, Control Eng. Practice 4(6), 773–784 (1996)Google Scholar
  11. 11.
    Lopez-Morales, V., Lopez-Ortega, O., Ramos-Fernandez, J., Munoz, L.B.: JAPIEST: An integral intelligent system for the diagnosis and control of tomatoes diseases and pests in hydroponic greenhouses. Expert Systems with Applications 35, 1506–1512 (2008)CrossRefGoogle Scholar
  12. 12.
    Ferentinos, K.P., Albright, L.D., Selman, B.: Neural network-based detection of mechanical, sensor and biological faults in deep-trough hydroponics. Computers and Electronics in Agriculture 40, 65–85 (2003)CrossRefGoogle Scholar
  13. 13.
    Ferentinos, K.P., Albright, L.D.: Fault Detection and Diagnosis in Deep-trough Hydroponics using Intelligent Computational Tools. Biosystems Engineering 84(1), 13–30 (2003), doi:10.1016/S1537-5110(02)00232-5CrossRefGoogle Scholar
  14. 14.
    Tik, L.B., Khuan, C.T., Palaniappan, S.: Monitoring of an Aeroponic Greenhouse with a Sensor Network. IJCSNS International Journal of Computer Science and Network Security 9(3) (March 2009)Google Scholar
  15. 15.
    Sahu, K., Mazumdar, S.G.: Digitally Greenhouse Monitoring and Controlling of System based on Embedded System. International Journal of Scientific & Engineering Research 3(1) (January 2012) ISSN 2229-5518Google Scholar
  16. 16.
    Song, Y., Ma, J., Zhang, X., Feng, Y.: Design of Wireless Sensor Network-Based Greenhouse Environment Monitoring and Automatic Control System. Journal of Networks 7(5), 838–844 (2012), doi:10.4304/jnw.7.5.838-844.CrossRefGoogle Scholar
  17. 17.
    Ahonen, T., Virrankoski, R., Elmusrati, M.: Greenhouse Monitoring with Wireless Sensor Network. In: IEEE/ASME International Conference on Mechtronic and Embedded Systems and Applications, MESA 2008, October 12-15, pp. 403–408 (2008), doi:10.1109/MESA.2008.4735744Google Scholar
  18. 18.
    Liu, B., Wang, F.-Y., Geng, J., Yao, Q., Gao, H., Zhang, B.: Intelligent spaces: An overview. In: IEEE International Conference on Vehicular Electronics and Safety, ICVES, December 13-15, pp. 1–6 (2007)Google Scholar
  19. 19.
    Sasaki, T., Brscic, D., Hashimoto, H.: Human-Observation-Based Extraction of Path Patterns for Mobile Robot Navigation. IEEE Transactions on Industrial Electronics 57(4), 1401–1410 (2010)CrossRefGoogle Scholar
  20. 20.
    Tivatansakul, S., Tanupaprungsun, S., Areekijseree, K., Achalakul, T., Hirasawa, K., Sawada, S., Saitoh, A., Ohkura, M.: The intelligent space for the elderly — Implementation of fall detection algorithm. In: 2012 Proceedings of SICE Annual Conference, SICE, August 20-23, pp. 1944–1949 (2012)Google Scholar
  21. 21.
    Qu, F., Wang, F.-Y., Yang, L.: Intelligent transportation spaces: vehicles, traffic, communications, and beyond. IEEE Communications Magazine 48(11), 136–142 (2010)CrossRefGoogle Scholar
  22. 22.
    Lu, F., Tian, G., Zhou, F., Xue, Y., Song, B.: Building an Intelligent Home Space for Service Robot Based on Multi-Pattern Information Model and Wireless Sensor Networks. Intelligent Control and Automation 3, 90–97 (2012)CrossRefGoogle Scholar
  23. 23.
    Lu, S., Qi, W.: Navigation and positioning research of service robot based on intelligent space. In: Automation and Logistics, ICAL 2009, August 5-7, pp. 2015–2017 (2009)Google Scholar

Copyright information

© Springer International Publishing Switzerland 2014

Authors and Affiliations

  • Martin Pala
    • 1
    Email author
  • Ladislav Mizenko
    • 1
  • Marian Mach
    • 1
  • Tyler Reed
    • 2
  1. 1.Department of Cybernetics and Artificial IntelligenceTechnical University of KošiceKošiceSlovakia
  2. 2.Maya Culpa, LLCGallowayUSA

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