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Title: :  A Smart Hydroponics farming system using exact inference in bayesian network
PaperId: :  27745
Published in:   International Journal Of Advance Research And Innovative Ideas In Education
Publisher:   IJARIIE
e-ISSN:   2395-4396
Volume/Issue:    Volume 11 Issue 6 2025
DUI:    16.0415/IJARIIE-27745
Licence: :   IJARIIE is licensed under a Creative Commons Attribution-ShareAlike 4.0 International License.

Author NameAuthor Institute
Sandeep V RSJM institute of technology
K S KeerthanaSJM institute of technology
swathi V SSJM institute of technology
V TejaswiniSJM institute of technology
Srusti R KSJM institute of technology

Abstract

electronics and communication engineering
IOT, smart farming, ESP8266,ADS1115,soil moisture monitoring, TDS measurement,automated irrigation, thing speak cloud, precision agriculture.
Smart agriculture plays a vital role in enhancing crop productivity, optimizing water usage, and reducing manual intervention in farming activities. This work presents an IoT-enabled Smart Farm Monitoring and Control System using the ESP8266 microcontroller, ADS1115 high-precision ADC, and multiple environmental sensors. The system continuously measures temperature, humidity, soil moisture, soil TDS level, light intensity, and water level using a combination of DHT22, soil probes, TDS sensors, LDR modules, and float switches. A relay-based automation mechanism controls the pump, fan, and LED lighting based on real-time sensor thresholds, while a buzzer provides high-temperature alerts. Sensor data is processed through a hysteresis-based control algorithm to ensure stable irrigation and lighting decisions. The processed data is uploaded to the Thing Speak cloud platform at timed intervals using REST API calls, enabling remote visualization and analysis. Experimental results show reliable sensor performance, stable ADC readings, and accurate automated actuation of relays under varying environmental conditions. The proposed system demonstrates a low-cost, easily deployable, and scalable model suitable for precision agriculture, offering farmers an efficient tool for real-time monitoring and automated crop care.

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IJARIIE Sandeep V R, K S Keerthana, swathi V S, V Tejaswini, and Srusti R K. "A Smart Hydroponics farming system using exact inference in bayesian network" International Journal Of Advance Research And Innovative Ideas In Education Volume 11 Issue 6 2025 Page 878-887
MLA Sandeep V R, K S Keerthana, swathi V S, V Tejaswini, and Srusti R K. "A Smart Hydroponics farming system using exact inference in bayesian network." International Journal Of Advance Research And Innovative Ideas In Education 11.6(2025) : 878-887.
APA Sandeep V R, K S Keerthana, swathi V S, V Tejaswini, & Srusti R K. (2025). A Smart Hydroponics farming system using exact inference in bayesian network. International Journal Of Advance Research And Innovative Ideas In Education, 11(6), 878-887.
Chicago Sandeep V R, K S Keerthana, swathi V S, V Tejaswini, and Srusti R K. "A Smart Hydroponics farming system using exact inference in bayesian network." International Journal Of Advance Research And Innovative Ideas In Education 11, no. 6 (2025) : 878-887.
Oxford Sandeep V R, K S Keerthana, swathi V S, V Tejaswini, and Srusti R K. 'A Smart Hydroponics farming system using exact inference in bayesian network', International Journal Of Advance Research And Innovative Ideas In Education, vol. 11, no. 6, 2025, p. 878-887. Available from IJARIIE, https://ijariie.com/AdminUploadPdf/A_Smart_Hydroponics_farming_system_using_exact_inference_in_bayesian_network_ijariie27745.pdf (Accessed : ).
Harvard Sandeep V R, K S Keerthana, swathi V S, V Tejaswini, and Srusti R K. (2025) 'A Smart Hydroponics farming system using exact inference in bayesian network', International Journal Of Advance Research And Innovative Ideas In Education, 11(6), pp. 878-887IJARIIE [Online]. Available at: https://ijariie.com/AdminUploadPdf/A_Smart_Hydroponics_farming_system_using_exact_inference_in_bayesian_network_ijariie27745.pdf (Accessed : )
IEEE Sandeep V R, K S Keerthana, swathi V S, V Tejaswini, and Srusti R K, "A Smart Hydroponics farming system using exact inference in bayesian network," International Journal Of Advance Research And Innovative Ideas In Education, vol. 11, no. 6, pp. 878-887, Nov-Dec 2025. [Online]. Available: https://ijariie.com/AdminUploadPdf/A_Smart_Hydroponics_farming_system_using_exact_inference_in_bayesian_network_ijariie27745.pdf [Accessed : ].
Turabian Sandeep V R, K S Keerthana, swathi V S, V Tejaswini, and Srusti R K. "A Smart Hydroponics farming system using exact inference in bayesian network." International Journal Of Advance Research And Innovative Ideas In Education [Online]. volume 11 number 6 ().
Vancouver Sandeep V R, K S Keerthana, swathi V S, V Tejaswini, and Srusti R K. A Smart Hydroponics farming system using exact inference in bayesian network. International Journal Of Advance Research And Innovative Ideas In Education [Internet]. 2025 [Cited : ]; 11(6) : 878-887. Available from: https://ijariie.com/AdminUploadPdf/A_Smart_Hydroponics_farming_system_using_exact_inference_in_bayesian_network_ijariie27745.pdf
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