International Journal Of Engineering Technology And Management Sciences

AUTHOR(S)

Bhoomika K.M., Bhuvan J., Hruday B.N., Mithun V.P., Dr. Pavithra G., Dr. Sindhu Shree M., Dr.T.C.Manjunath, Aditya T.G., Sandeep K.V., Rajashekar M. Koyyeda, Dr. Suhasini V.K., Dr.Vijayakumar K.N.

DOI: https://doi.org/10.46647/ijetms.2023.v07i01.040

ABSTRACT
Since a long time ago, agriculture has been a significant part of the Indian economy. 18% of India's gross domestic product is produced by the agriculture sector (GDP). A better answer for precision agriculture is provided by robotics and the internet of things. Selective harvesting is necessary when picking fruits or vegetables like tomatoes and apples. In traditional farming, each fruit is hand-picked by a worker, requiring a huge amount of labour to carry out selective farming. We suggest a robot that helps farmers with a variety of labor-intensive chores, such as selective crop harvesting and qualitative segregation, while also simultaneously providing data on crop health, soil nutritional status, and crop shelf-life detection. An android application is used to analyse, process, and send the obtained data to the farmer. Later, the weight, colour, and health of the particular crop are checked to grade its quality. The fruit is subsequently moved into the designated container after being graded. Spoiled or overripe fruits and vegetables would be plucked and dropped so as not to interfere with the plant's growth. A harvesting arm on the proposed robot would reach the fruit or vegetable and pick it from the plant or tree. The work given here is a mini-project that is taken up as a part of the curriculum completed by electronics and communication engineering students in the second year of the electronics & communication engineering department at Dayananda Sagar College of Engineering in Bangalore.

Page No: 275 - 279

References:

• Gert Kootstra & Xin Wang & Pieter M. Blok & Jochen Hemming& Eldert van Henten, Selective Harvesting Robotics: Current Research, Trends, and Future Directions, Published online: 29 January 2021, at Current Robotics Reports.
• Automated visual fruit detection for harvest estimation and robotic harvesting, December 2016, Conference: International Conference on Image Processing Theory, Tools and Applications (IPTA'16)
• Dr. S. Pariselvam , Mr. P.Anandajayam, Mrs. S. Kalaivani and Manakula Vinayagar, Detection of Fruit Quality by CNN Algorithm, Institute of technology Puducherry.
• Harpreet Kaur, Plant diseases detection based on Region based segmentation and KNN Classifier, January 2019, Chandigarh university
• Madhushree K V, Poornima G, Seema N, Subash K B, Srinath G M. Green leaf disease detection and infection identification using raspberry pi, International Research Journal of Engineering and Technology (IRJET)Volume: 07 Issue: 06 | June 2020
• Yesudas, Santhiya S, Parimala R., Mohammad Harris S., Leaf Disease Detection Using Raspberry Pi LAYA APR 2019, IRE Journals, CCCA – 2019, Volume 2 Issue 10, ISSN: 2456-8880
• Reddy, G. Rama Mohan, Nettam Sai Sumanth, and N. Sai Preetham Kumar Reddy, G. Rama Mohan, Nettam Sai Sumanth, and N. Sai Preetham Kumar., Plant leaf disease detection using cnn and raspberry pi. International journal, 5.2 (2020).
• Kanungo, Tapas, Campisi, T. Severino A, et.al., An efficient k-means clustering algorithm: Analysis and implementation, IEEE transactions on pattern analysis and machine intelligence, 24.7 (2002): 881-892.
• Dr. Pankaj Mohindru , Gagandeep Kaur , Dr. Pooja, Simulative Investigation of Plant Diseases using KNN Algorithm.
• Raju Anita, D Suresh, P Gnaneswar,  M Puneeth., IoT Based Automatic Soil Moisture Monitoring System using Raspberry Pie.
• Yuki Onishi, Takeshi Yoshida, Hiroki Kurita, Takanori Fukao, Hiromu Arihara & Ayako Iwai, An automated fruit harvesting robot by using deep learning Nov 2021.
• Autobot for precision farming by Mohammed Abu, Basim, Abhishek Hariharan G, Deva Dharshini U., 2021 International Conference ICEEIMT, Multi-Tasking Agricultural Robot, International Journal of Research in   Engineering, Science and Management Volume-3, Issue-1, January-2020
• Yan Dutta, Swapnoneel Roy, Patrick Kreidl, Ladislau Boloni, Multi-Robot Information Gathering for Precision Agriculture Smart Phone Operated Multipurpose-Agricultural Robot International Journal of Engineering Research & Technology (IJERT).
• Devaraj, Abirami, et.al., Identification of plant disease using image processing technique, 2019 International Conference on Communication and Signal Processing (ICCSP). IEEE, 2019.
• Adithya T. G., Pavithra G., T. C. Manjunath, Praveen N., “Stewart Platform Conceptualized Robotic Type of Designs for Aerospace Applications”, Journal of Remote Sensing GIS & Technology, Vol. 8, No. 1, pp. 1-5, 2022.
• T.C. Manjunath, Pavithra G., Ravi Rayappa, Rajasekhar Koyyeda, Satvik M. Kusagur, Praveen N., Gopalaiah Gopalaiah, Arun Kumar G., Spoorthi Jainar, “Safety Features Design During the Installation of Fixed Robots in Industrial Sectors Using Image Processing”, MAT Journals, Journal of Analog and Digital Devices, Vol. 5, No. 3, pp. 13-15, 2020.
• Spoorthi Jainer T.C Manjunath, Pavithra G, Ravi Rayappa, Rajasekar Koyyeda. Satvik M Kusagur, Praveen N, Gopalaiah, Arun Kumar G, “Transfer Function Based Controller Design for a Mobile Robot Using Image Processing and Computer Vision”, Journal of control system and control instrumentation, Vol. 6, No. 3, pp. 10-12, 2020.
• Praveen N., T.C. Manjunath, Pavithra G., Ravi Rayappa, Rajasekhar Koyyeda, Satvik M. Kusagur, “Medical Robots & its Applications in the Current Health Sector”, Journal of Analog and Digital Devices, Vol. 5, No. 3, pp. 1-6, 2020.
• Muniyandy Elangovan; Mohamed Yousuf; Mohamed Nauman; Mohammed Nayeem. "Design and Development of Delivery Robot for Commercial Purpose". International Research Journal on Advanced Science Hub, 4, 07, 2022, 192-197. doi: 10.47392/irjash.2022.047
• Muniyandy Elangovan; Mohammed Nayeem; Mohamed Yousuf; Mohamed Nauman. "Energy opportunities for delivery robot during Disaster". International Research Journal on Advanced Science Hub, 4, 06, 2022, 180-185. doi: 10.47392/irjash.2022.043
• Karthikeyan A.G.; Kishan K; Pattabiraman M; Prathiv S. "Medical Assistive Robot (MAR)". International Research Journal on Advanced Science Hub, 2, Special Issue ICAMET 10S, 2020, 71-75. doi: 10.47392/irjash.2020.201
• Ramanathan S; Akash V; Arun Prasad R; Venkat Rahul M. "Pick and Place Robot for Surface Mounting Devices". International Research Journal on Advanced Science Hub, 2, 8, 2020, 75-81. doi: 10.47392/irjash.2020.97
• Gayathri N Shenoy; Chithu Rajan; Shibi Varghese; Vignesh M.V; ShanmugaPriya M; Priya S; Aparna George. "STERILOID: Room Sanitization Robot". International Research Journal on Advanced Science Hub, 2, 8, 2020, 100-104. doi: 10.47392/irjash.2020.101
• R. Devi Priya, R. Sivaraj, Ajith Abraham, T. Pravin, P. Sivasankar and N. Anitha. "Multi-Objective Particle Swarm Optimization Based Preprocessing of Multi-Class Extremely Imbalanced Datasets". International Journal of Uncertainty, Fuzziness and Knowledge-Based Systems Vol. 30, No. 05, pp. 735-755 (2022). Doi: 10.1142/S0218488522500209
• Deshmukh K P. "Wireless Transceiver Module HC-12 based Automatic Water-level Monitoring and Control System". International Research Journal on Advanced Science Hub, 2, 10, 2020, 24-28. doi: 10.47392/irjash.2020.184
• Naveenkumar S; Kirubhakaran R; Jeeva G; Shobana M; Sangeetha K. "Smart Health Prediction Using Machine Learning". International Research Journal on Advanced Science Hub, 3, Special Issue ICARD-2021 3S, 2021, 124-128. doi: 10.47392/irjash.2021.079
• Hari Prasada Raju Kunadharaju; Sandhya N.; Raghav Mehra. "Detection of Brain Tumor Using Unsupervised Enhanced K-Means, PCA and Supervised SVM Machine Learning Algorithms". International Research Journal on Advanced Science Hub, 2, Special Issue ICSTM 12S, 2020, 62-67. doi: 10.47392/irjash.2020.262
• Sona Solanki; Asha D Solanki. "Review of Deployment of Machine Learning in Blockchain Methodology". International Research Journal on Advanced Science Hub, 2, 9, 2020, 14-20. doi: 10.47392/irjash.2020.141
• Shreekar Kolanu; Shikhar Jyoti Dutta; Saurav Roy; Maheswari M.. "A Diabetic Diet Suggester and Appointment Scheduler Chatbot using Artificial Intelligence and Cloud". International Research Journal on Advanced Science Hub, 3, Special Issue 6S, 2021, 77-81. doi: 10.47392/irjash.2021.170
• Praveen Kumar Mishra; Prabhakar Tiwari. "Cyber Security in Smart Grid". International Research Journal on Advanced Science Hub, 2, 6, 2020, 26-30. doi: 10.47392/irjash.2020.33
• Salini Suresh; Suneetha V; Niharika Sinha; Sabyasachi Prusty. "Latent Approach in Entertainment Industry Using Machine Learning". International Research Journal on Advanced Science Hub, 2, Special Issue ICARD 2020, 2020, 304-307. doi: 10.47392/irjash.2020.106
• Gayathri N Shenoy; Chithu Rajan; Shibi Varghese; Vignesh M.V; ShanmugaPriya M; Priya S; Aparna George. "STERILOID: Room Sanitization Robot". International Research Journal on Advanced Science Hub, 2, 8, 2020, 100-104. doi: 10.47392/irjash.2020.101
• Mohan Kumar B.N; Rangaraju H.G. "Array Multiplier and CIA based FIR Filter for DSP applications". International Research Journal on Advanced Science Hub, 3, Special Issue ICEST 1S, 2021, 52-59. doi: 10.47392/irjash.2021.020


How to Cite This Article:
Bhoomika K.M., Bhuvan J., Hruday B.N., Mithun V.P., Dr. Pavithra G., Dr. Sindhu Shree M., Dr.T.C.Manjunath, Aditya T.G., Sandeep K.V., Rajashekar M. Koyyeda, Dr. Suhasini V.K., Dr.Vijayakumar K.N. . GoAgro: Design and development of a precision farming robot . ijetms;7(1):275-279. DOI: 10.46647/ijetms.2023.v07i01.040