Nanosensors in Agriculture field: A Study

Volume: 10 | Issue: 02 | Year 2024 | Subscription
International Journal of Applied Nanotechnology
Received Date: 10/08/2024
Acceptance Date: 10/17/2024
Published On: 2024-10-26
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By: Kazi Sultanabanu Sayyad Liyakat and Dr. Kazi Kutubuddin Sayyad Liyakat

1 Assitant Professor, General Science and Engineering, Brahmdevdada Mane Institute Of Technology, Solapur, Maharashtra, India

2Professor & Head, Department of E&TC Engineering, 2 Brahmdevdada Mane Institute Of Technology, Solapur, Maharashtra, India

Abstract

The agricultural sector faces numerous challenges, including the need for increased productivity, concentrated environmental influence, and improved food security due to a growing global population. Traditional agricultural practices frequently fall short in talking these issues, foremost to suboptimal crop yields and inefficient resource management. One of the pressing problems is the difficulty in real-time monitoring of soil health, plant growth, and pest infestations, which can impede timely decision-making and management strategies. Moreover, the use of conventional sensors may be limited by their size, sensitivity, and inability to provide granular data at a low cost, thus calling for innovative solutions that can overcome these limitations. This study delves into the burgeoning field of nanosensors and their transformative potential in agriculture. Nanosensors, defined as sensors with dimensions at the nanoscale, offer unparalleled sensitivity and specificity in detecting various environmental parameters such as soil moisture, nutrient concentrations, and the presence of pathogens. By integrating nanosensors into agricultural practices, farmers can achieve real-time monitoring of crop health and soil conditions, leading to informed decision-making and increased yield efficiency. This paper reviews recent advancements in nanosensor technology, explores its applications in precision agriculture, and discusses the potential challenges and future directions for implementing these technologies in agronomic settings.

Keywords: Nanotechnology, Agriculture, Nanosensors, Plant Infection, Soil

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How to cite this article: Kazi Sultanabanu Sayyad Liyakat and Dr. Kazi Kutubuddin Sayyad Liyakat, Nanosensors in Agriculture field: A Study. International Journal of Applied Nanotechnology. 2024; 10(02): -p.

How to cite this URL: Kazi Sultanabanu Sayyad Liyakat and Dr. Kazi Kutubuddin Sayyad Liyakat, Nanosensors in Agriculture field: A Study. International Journal of Applied Nanotechnology. 2024; 10(02): -p. Available from:https://journalspub.com/publication/nanosensors-in-agriculture-field-a-study/

Refrences:

1. S. B. Khadake And V. J. Patil, “Prototype Design & Development Of Solar Based Electric Vehicle,” 2023 3rd International Conference On Smart Generation Computing, Communication And Networking (Smart Gencon), Bangalore, India, 2023, Pp. 1-7, Doi: 10.1109/Smartgencon60755.2023.10442455.

2. J. Patil, S. B. Khadake, D. A. Tamboli, H. M. Mallad, S. M. Takpere And V. A. Sawant, “Review Of Ai In Power Electronics And Drive Systems,” 3rd International Conference On Power Electronics And Iot Applications In Renewable Energy And Its Control (Parc), Mathura, India, 2024, Pp. 94-99, Doi: 10.1109/Parc59193.2024.10486488.

3. Suhas B. Khadake. Detecting Salient Objects Of Natural Scene In A Video’s Using Spatio-Temporal Saliency &Amp; Colour Map. Journalnx – A Multidisciplinary Peer Reviewed Journal, (2021). 2(08), 30–35. Retrieved From Https://Repo.Journalnx.Com/Index.Php/Nx/Article/View/1070

4. Prof. Suhas B.Khadake, Prof. Sudarshan P.Dolli, Mr. K.S.Rathod, Mr. O.P.Waghmare, & Mr.A.V.Deshpande. (2021). An Overview Of Intelligent Traffic Control System Using Plc And Use Of Current Data Of Vehicle Travels. Journalnx – A Multidisciplinary Peer Reviewed Journal, 1–4. Retrieved From Https://Repo.Journalnx.Com/Index.Php/Nx/Article/View/739

5. V. J. Patil, S. B. Khadake, D. A. Tamboli, H. M. Mallad, S. M. Takpere And V. A. Sawant, “A Comprehensive Analysis Of Artificial Intelligence Integration In Electrical Engineering,” 2024 5th International Conference On Mobile Computing And Sustainable Informatics (Icmcsi), Lalitpur, Nepal, 2024, Pp. 484-491, Doi: 10.1109/Icmcsi61536.2024.00076.

6. Khadake S, Kawade S, Moholkar S, Pawar M. A Review of 6G Technologies and Its Advantages Over 5G Technology. InTechno-Societal 2016, International Conference on Advanced Technologies for Societal Applications 2022 Dec 9 (pp. 1043-1051). Cham: Springer International Publishing.

7. A Balkrishna Dudgikar, A Ahmad Akbar Ingalgi, A Gensidha Jamadar Et Al., “Intelligent Battery Swapping System For Electric Vehicles With Charging Stations Locator On Iot And Cloud Platform”, International Journal Of Advanced Research In Science Communication And Technology, Vol. 3, No. 1, Pp. 204-208, January 2023. Doi: 10.48175/Ijarsct-7867. Available At: Https://Ijarsct.Co.In/Paper7867.Pdf

8. Suhas. B. Khadake , Prajakta. V. Padavale , Priyanka. M. Dhere , Bharati. M. Lingade., “Automatic Hand Dispenser And Temperature Scanner For Covid-19 Prevention” , International Journal Of Advanced Research In Science Communication And Technology, Vol. 3, No. 2, Pp. 362-367, June 2023. Doi: 10.48175/Ijarsct-11364. Available At:Https://Ijarsct.Co.In/Paper11364.Pdf

9. Khadake Suhas .B. Detecting Salient Objects In A Video’s By Usingspatio-Temporal Saliency & Colour Map. International Journal Of Innovations In Engineering Research And Technology, (2021). ,3(8), 1-9. Https://Repo.Ijiert.Org/Index.Php/Ijiert/Article/View/910 .

10. Suhas B Khadake , Pranita J Kashid , Asmita M Kawade , Santoshi V Khedekar , H. M. Mallad., “Electric Vehicle Technology Battery Management – Review”, International Journal Of Advanced Research In Science Communication And Technology, Vol. 3, No. 2, Pp. 319-325, September 2023. Https://Doi.Org/10.48175/Ijarsct-13048.

11. Suhas B. Khadake, Amol Chounde, Buddhapriy B. Gopnarayan, Karan Babaso Patil, Shashikant S Kamble, (2024). Human Health Care System: A New Approach Towards Life, Grenze International Journal Of Engineering And Technology, Vol 10, Issue 2, Pp- 5487-5494. Available At: Https://Thegrenze.Com/Index.Php?Display=Page&View=Journalabstract&Absid=3389&Id=8

12. Suhas B. Khadake, Vijay J Patil, H. M. Mallad, Buddhapriy B. Gopnarayan, Karan Babaso Patil,(2024). Maximize Farming Productivity Through Agriculture 4.0 Based Intelligence, With Use Of Agri Tech Sense Advanced Crop Monitoring System, Grenze International Journal Of Engineering And Technology, Vol 10, Issue 2, Pp- 5127-5134. Available At: Https://Thegrenze.Com/Index.Php?Display=Page&View=Journalabstract&Absid=3336&Id=8

13. PK G, NK S, NK S, DK M. SOLAR OUTDOOR AIR PURIFIER WITH AIR QUALITY MONITOR. I-Manager’s Journal on Communication Engineering & Systems. 2022 Jan 1;11(1).

14. Kavithamani V, Pradeep G, Janani M, Balasamy K, Rithani B. Advanced Grape Leaf Disease Detection using Neural Network. In2023 Second International Conference on Electronics and Renewable Systems (ICEARS) 2023 Mar 2 (pp. 949-954). IEEE.

15. K. Kasat, N. Shaikh, V. K. Rayabharapu, M. Nayak. Implementation and Recognition of Waste Management System with Mobility Solution in Smart Cities using Internet of Things, 2023 Second International Conference on Augmented Intelligence and Sustainable Systems (ICAISS), Trichy, India, 2023, pp. 1661-1665, doi: 10.1109/ICAISS58487.2023.10250690

16. Prashant K Magadum Machine Learning for Predicting Wind Turbine Output Power in Wind Energy Conversion Systems, Grenze International Journal of Engineering and Technology, Jan Issue, (2024). Vol 10, Issue 1, pp. 2074-2080. Grenze ID: 01.GIJET.10.1.4_1 Available at: https://thegrenze.com/index.php?display=page&view=journalabstract&absid=2514&id=8
17. Neeraja P, Kumar RG, Kumar MS, Liyakat KK, Vani MS. DL-Based Somnolence Detection for Improved Driver Safety and Alertness Monitoring. In2024 IEEE International Conference on Computing, Power and Communication Technologies (IC2PCT) 2024 Feb 9 (Vol. 5, pp. 589-594). IEEE.

18. Kangra K, Singh J. Explainable Artificial Intelligence: Concepts and Current Progression. InExplainable Edge AI: A Futuristic Computing Perspective 2022 Nov 11 (pp. 1-17). Cham: Springer International Publishing.

19. Will M. With ChatGPT, Teachers Can Plan Lessons, Write Emails, and More. What’s the Catch. Education Week. 2023 Jan 10;42(20):7.

20. C. Veena, M. Sridevi, K. K. S. Liyakat, B. Saha, S. R. Reddy and N. Shirisha,HEECCNB: An Efficient IoT-Cloud Architecture for Secure Patient Data Transmission and Accurate Disease Prediction in Healthcare Systems, 2023 Seventh International Conference on Image Information Processing (ICIIP), Solan, India, 2023, pp. 407-410,

21. K. Rajendra Prasad, Santoshachandra Rao Karanam AI in public-private partnership for IT infrastructure development, Journal of High Technology Management Research, Volume 35, Issue 1, May 2024, 100496. https://doi.org/10.1016/j.hitech.2024.100496

22. Megha Nagrale, Rahul S. Pol, Ganesh B. Birajadar, Altaf O. Mulani, Internet of Robotic Things in Cardiac Surgery: An Innovative Approach, African Journal of Biological Sciences, (2024). Vol 6, Issue 6, pp. 709-725 doi: 10.33472/AFJBS.6.6.2024.709-725

23. Aldao E, Ríos-Otero E, Veiga-López F, González-Jorge H, Balvís E. Railway Inspection and Information Model (RIIM): An Intelligent Decision-Making Tool for Enhanced Infrastructure Management. InInternational Probabilistic Workshop 2024 May 8 (pp. 287-295). Cham: Springer Nature Switzerland.

24. Altaf Osman Mulani, Rajesh Maharudra Patil “Discriminative Appearance Model For Robust Online Multiple Target Tracking”, Telematique, 2023, Vol 22, Issue 1, pp. 24- 43

25. M Sunil Kumar, D Ganesh, Anil V Turukmane, Umamaheswararao Batta, ,”Deep Convolution Neural Network based solution for detecting plant Diseases”, Journal of Pharmaceutical Negative Results, 2022, Vol 13, Special Issue- I, pp. 464-471,

26. Halli U M, “Nanotechnology in IoT Security”, Journal of Nanoscience, Nanoengineering & Applications, 2022, Vol 12, issue 3, pp. 11 – 16

27. Bhatt H, Bhushan B, Kumar N. IOT: The current scenario and role of sensors involved in smart agriculture. Int. J. Recent Technol. Eng.. 2019;8(4):12011-23.

28. Kazi K. S., “Significance And Usage Of Face Recognition System”, Scholarly Journal For Humanity Science and English Language, 2017, Vol 4, Issue 20, pp. 4764 – 4772.

29. Dixit AJ, Kazi MK. Iris recognition by daugman’s method. International Journal of Latest Technology in Engineering, Management & Applied Science. 2015 Jul;4(6):90-3.

30. Halli U.M., “Nanotechnology in E-Vehicle Batteries”, International Journal of Nanomaterials and Nanostructures. 2022; Vol 8, Issue 2, pp. 22–27

31. Hotkar PR, Kulkarni V, Kamble P, Kazi KS. Implementation of Low Power and area efficient carry select Adder. International Journal of Research in Engineering, Science and Management. 2019;2(4):183-4.
32. Kazi K S, “Detection of Malicious Nodes in IoT Networks based on Throughput and ML”, Journal of Electrical and Power System Engineering, 2023, Volume-9, Issue 1, pp. 22- 29.

33. Digambar KN, Subhash JS, Ganpati PC, Heena MS, Rafiq DK. Design of vehicle system using CAN protocol. International Journal for Research in Applied Science & Engineering Technology. 2020;8:1979-84.

34. Miss Argonda UA. Review paper for design and simulation of a Patch antenna by using HFSS. International Journal of Trends in Scientific Research and Development. 2018;2:158-60.

35. Rao NS. A broadband microstrip antenna with capacitive coupling for C-band applications. Int J Creative Res Thoughts (IJCRT). 2018;6(1):1-3.

36. Nagare MS, KS MK. Different Segmentation Techniques for brain tumor detection: A Survey. MM-International society for green, Sustainable Engineering and Management. 2014 Nov;1(14):29-35.

37. Dixit AJ. A review paper on iris recognition. Journal GSD International society for green, Sustainable Engineering and Management. 2014 Nov;1(14):71-81.

38. Nagare MS, KS MK. An Efficient Algorithm brain tumor detection based on Segmentation and Thresholding. Journal of Management in Manufacturing and services. 2015 Sep;2(17):19-27.

39. Kazi KS, Shirgan SS. Face recognition based on principal component analysis and feed forward neural network. InNational conference on emerging trends in engineering, technology, architecture 2010 Dec (pp. 250-253).

40. Shirdale MY, Kazi KS. Coplanar capacitive coupled probe fed micro strip antenna for C and X band. International Journal of Advanced Research in Computer and Communication Engineering. 2016;5(4):661-3.

41. Aavula R, Deshmukh AB, Mane VA, Chavhan GH, Liyakat KK. Design and Implementation of sensor and IoT based Remembrance system for closed one. Telematique. 2022 Aug 15:2769-78.

42. Nikita S, Sanika C, Nagveni K, Sakshi K, KS DK. Announcement system in Bus. Journal of Image Processing and Intelligent remote sensing. 2022 Oct;2(6).

43. Kamuni MS, Devasani TP, Nalla LR, Liyakat KK. Fruit quality detection using thermometer. Journal of Image Processing and Intelligent remote sensing. 2022 Sep;2(5).

44. Sorour MT, Abdellatif MA, Ramadan AA, Abo-Ismail AA. Development of roller-based interior wall painting robot. World Academy of Science, Engineering and Technology. 2011 Nov 27;59:1785-92.

45. Altulaihan E, Alismail A, Hafizur Rahman MM, Ibrahim AA. Email Security Issues, Tools, and Techniques Used in Investigation. Sustainability. 2023 Jul 5;15(13):10612.

46. Kapse MM, Patel NR, Narayankar SK, Malvekar SA, Liyakat KK. Smart grid technology. International Journal of Information Technology and Computer Engineering. 2022 Oct;2(6):10-7.

47. Vaijnath SP, Siddheshwar MP, Pradip MS, Liayakat DK. Smart safty device for women. Int. J. of Aquatic Science. 2022 Jan 1;13(1):556-60.

48. Nerkar PM, Liyakat KK, Dhaware BU, Liyakat KS. Predictive Data Analytics Framework Based on Heart Healthcare System (HHS) Using Machine Learning. Journal of Advanced Zoology. 2023;44:3673-86.

49. Maithili W. Smart watch system. International journal of information Technology and computer engineering (IJITC). 2022;2(6):1-9.

50. Kakarwal SN, Deshmukh DR. Performance Analysis of Face Recognition by Principal Component Analysis and Feed Forward Neural Network. International Journal of Engineering Innovations and Research. 2012;1(1):40-5.

51. Prof. Kazi Kutubuddin S. L., “An Approach on Yarn Quality Detection for Textile Industries using Image Processing”, Proceeding of International Conference on Advances in Engineering, Science and Technology, 2016, pp. 325-330.

52. Swami D, Thamake SS, Ubale NS, Lokhande PV, Liyakat DK. Sending notification to someone missing you through smart watch. International journal of information Technology and computer engineering (IJITC). 2022 Sep;2(8):19-24.

53. Kalmkar S, Mujawar A, Liyakat DK. 3D E-Commers using AR. International journal of information Technology and computer engineering (IJITC). 2022;2(6):18-27.

54. K. K. Sayyad Liyakat, “Nanotechnology Application in Neural Growth Support System”, Nano Trends: A Journal of Nanotechnology and Its Applications, 2022, Vol 24, issue 2, pp. 47 – 55

55. Zaki M, Shaheen S, El-Marakeby H. Multiple object detection and localisation system using automatic feature selection. International Journal of Signal and Imaging Systems Engineering. 2015;8(3):146-65.

56. Soomro DM, Keat YW, Baloch MH, Abdullah MN, Radzi NH, Memon ZA. Mitigation of Voltage Sag Caused by Unbalanced Load by Using DFT Controlled DVR. In2019 IEEE International Conference on Innovative Research and Development (ICIRD) 2019 Jun 28 (pp. 1-6). IEEE.

57. Mittal N, Vaidya A, Kapoor S. Object detection and classification using Yolo. Int. J. Sci. Res. Eng. Trends. 2019 Mar;5:562-5.

58. Kazi Kutubuddin S. L., “Business Mode and Product Life Cycle to Improve Marketing in Healthcare Units”, E-Commerce for future & Trends, 2022, vol 9, issue 3, pp. 1-9.

59. Dr. A. O. Mulani, “Effect of Rotation and Projection on Real time Hand Gesture Recognition system for Human Computer Interaction”, Journal of The Gujrat Research Society, 2019, Vol 21, issue 16, pp. 3710 – 3718

60. Babitha MM, Sushma C, Gudivada VK. Trends of Artificial Intelligence for online exams in education. International journal of Early Childhood special Education. 2022;14(01):2457-63.

61. Devi JS, Sreedhar MB, Arulprakash P, Kazi K, Radhakrishnan R. A path towards child-centric Artificial Intelligence based Education. International Journal of Early Childhood. 2022;14(3):9915-22.

62. Sreenivasulu MD, Devi JS, Arulprakash P, Venkataramana S, Kazi KS. Implementation of latest machine learning approaches for students grade prediction. Int. J. Early Child. 2022;14(3).

63. Nilima S. Warhade, Rahul S. Pol, Hemlata M. Jadhav, Altaf O. Mulani, “ Yarn Quality detection for Textile Industries using Image Processing”, Journal Of Algebraic Statistics, 2022, Vol 13, Issue 3, pp. 3465-3472.

64. Pol RS, Deshmukh AB, Jadhav MM, Liyakat KK, Mulani AO. iButton Based Physical access Authorization and security system. Journal of Algebraic Statistics. 2022 Aug 3;13(3):3822-9.

65. V A Mane, Dr K P Pardeshi, Dr. D.B Kadam, Dr. Pandyaji K K, “Development of Pose invariant Face Recognition method based on PCA and Artificial Neural Network”, Journal of Algebraic Statistics, 2022, Vol 13, issue 3, pp. 3676-3684.

66. Liyakat KK, Paradeshi KP, Shaikh JA, Pandyaji KK, Kadam DB. Development of Machine Learning based Epileptic Seizureprediction using Web of Things (WoT). NeuroQuantology. 2022;20(8):9394.

67. Pardeshi DK. Implementation of fault detection framework for healthcare monitoring system using IoT, sensors in wireless environment. Telematique. 2022 Sep 24;21(1):5451-60.

68. Kadam DB, Pandyaji KK, Liyakat KK. Implementation of carry select adder (CSLA) for area, delay and power minimization. Telematique. 2022 Sep 24;21(1):5461-74.

69. Nivrutti KS, Gund VD, Kazi KS. Multimodal Biometrics Authentication System using Fusion of Fingerprint and Iris. International Journal of Trend in Scientific Research and Development. 2018;2(6):1282-6.

70. Kazi K S L, “IoT-based weather Prototype using WeMos”, Journal of Control and Instrumentation Engineering, 2023, Vol 9, Issue 1, pp. 10 – 22

71. Patrick EA, Swartzlander EE. Fundamentals of pattern recognition. IEEE Transactions on Systems, Man, and Cybernetics. 1973 Sep(5):528

72. Gouse Mohiuddin Kosgiker, “Machine Learning- Based System, Food Quality Inspection and Grading in Food industry”, International Journal of Food and Nutritional Sciences, 2018, Vol 11, Issue 10, pp. 723- 730

73. U M Halli, Voltage Sag Mitigation Using DVR and Ultra Capacitor. Journal of Semiconductor Devices and Circuits. 2022; 9(3): 21–31p.

74. Narender Chinthamu, M. Prasad, “Self-Secure firmware model for Blockchain-Enabled IOT environment to Embedded system”, Eur. Chem. Bull., 2023, 12(S3), pp. 653 – 660. DOI:10.31838/ecb/2023.12.s3.075

75. Kazi V. Deep Learning, YOLO and RFID based smart Billing Handcart. Journal of Communication Engineering & Systems. 2023;13(1):1-8.

76. Kazi Kutubuddin Sayyad Liyakat, “Analysis for Field distribution in Optical Waveguide using Linear Fem method”, Journal of Optical communication Electronics, 2023, Vol 9, Issue 1, pp. 23- 28

77. Wu Y, Jin J, Xing X. Multi-target tracking method with flexibility of illumination change. In2016 IEEE International Conference on Consumer Electronics-China (ICCE-China) 2016 Dec 19 (pp. 1-6). IEEE.

78. Rajesh Maharudra Patil “ Modelo De Apariencia Discriminatorio Para Un Sólido Seguimiento En Línea De Múltiples Objetivos”, Telematique, 2023, Vol 22, Issue 1, pp. 24- 43

79. Karale Aishwarya A. Smart Billing Cart Using RFID, YOLO and Deep Learning for Mall Administration. International Journal of Instrumentation and Innovation Sciences. 2023;8(2).

80. Kazi S. Fruit grading, disease detection, and an image processing strategy. Journal of Image Processing and Artificial Intelligence. 2023;9(2):17-34.Sultanabanu Kazi, Mardanali Shaikh, “Machine Learning in the Production Process Control of Metal Melting” Journal of Advancement in Machines, Volume 8 Issue 2 (2023)

81. Kazi Kutubuddin Sayyad Liyakat, “IoT based Smart HealthCare Monitoring”, In: Rhituraj Saikia (eds), Liberation of Creativity: Navigating New Frontiers in Multidisciplinary Research, Vol. 2, July 2023, pp. 456- 477, ISBN: 979-8852143600

82. Kazi Kutubuddin Sayyad Liyakat, “IoT based Substation Health Monitoring”, In: Rhituraj Saikia (eds), Magnification of Research: Advanced Research in Social Sciences and Humanities, Volume 2, October 2023, pp. 160 – 171, ISBN: 979-8864297803

83. Nerkar PM, Shinde SS, Liyakat KK, Desai S, Kazi SS. Monitoring fresh fruit and food using Iot and machine learning to improve food safety and quality. Tuijin Jishu/Journal of Propulsion Technology. 2023;44(3):2927-31.

84. Kazi Sultanabanu Sayyad Liyakat . Arduino Based Weather Monitoring System, Journal of Switching Hub, 2023 8(3), 24-29.

85. Gund VD. PIR Sensor-Based Arduino Home Security System. Journal of Instrumentation and Innovation Sciences. 2023;8(3):33-7.

86. K K S Liyakat . Implementation of e-mail security with three layers of authentication, Journal of Operating Systems Development and Trends, 2022, 9(2), 29-35

87. Mishra Sunil B, Liyakat KS, Liyakat KK. AI-Driven IoT (AI IoT) in Thermodynamic Engineering. Journal of Modern Thermodynamics in Mechanical System. 2024;6(1):1-8.Liyakat KS, Liyakat KK. IoT-based Alcohol Detector using Blynk. Journal of Electronics Design and Technology. 2024;1(1):10-5.

88. Mishra Sunil B, Liyakat KS, Liyakat KK. Review of the Literature and Methodological Structure for IoT and PLM Integration in the Manufacturing Sector. Journal of Advancement in Machines. 2024;9(1):1-5.

89. Mishra Sunil B, Liyakat KS, Liyakat KK. AI-Driven IoT (AI IoT) in Thermodynamic Engineering. Journal of Modern Thermodynamics in Mechanical System. 2024;6(1):1-8..

90. Kazi Kutubuddin Sayyad Liyakat Impact of Solar Penetrations in Conventional Power Systems and Generation of Harmonic and Power Quality Issues, Advance Research in Power Electronics and Devices, (2024), 1(1), 10-16.

91. Sayyad Liyakat. Intelligent Watering System (IWS) for Agricultural Land Utilising Raspberry Pi. Recent Trends in Fluid Mechanics. 2023; 10(2): 26–31p.

92. Dhanwe SS, Abhangrao CM, Liyakat KK. AI-driven IoT in Robotics: A Review. Journal of Mechanical Robotics. 2024 Apr 8;9(1):41-8..

93. Kazi Sultanabanu Sayyad Liyakat, Kazi Kutubuddin Sayyad Liyakat. Nanomedicine as a Potential Therapeutic Approach to COVID-19. International Journal of Applied Nanotechnology. 2023; 9(2): 27–35p. Available at: https://materials.journalspub.info/index.php?journal=IJAN&page=article&op=view&path%5B%5D=1038

94. Megha Nagrale, Rahul S. Pol, Ganesh B. Birajadar, Altaf O. Mulani,). Internet of Robotic Things in Cardiac Surgery: An Innovative Approach, African Journal of Biological Sciences, 2024, Vol 6, Issue 6, pp. 709-725 doi: 10.33472/AFJBS.6.6.2024.709-725

95. Tasnim R, Hussein MR, Hasan MK, Islam S, Akhter F, Farhan A. IOT Architecture and its Integration with Mechatronics. InMechatronics: Fundamentals and Applications 2024 Oct 4 (pp. 101-124). Singapore: Springer Nature Singapore.