Prediction of Plant Growth Through Nutrient Uptake in the Hydroponics System Using Machine Learning Approach

MD Tambakhe, VS Gulhane - Proceedings of International Conference on …, 2022 - Springer
Agriculture has a significant impact on the nation's economy. Hydroponic gardening is
getting more popular as modern agriculture, which allows plants to be grown without ground …

[HTML][HTML] Machine learning based crop growth management in greenhouse environment using hydroponics farming techniques

V Mamatha, JC Kavitha - Measurement: Sensors, 2023 - Elsevier
Today more than one billion out of 6.5 billion people in the world are affected by hunger. The
significant growth in human population inevitably places considerable pressure on food …

[PDF][PDF] A survey on techniques and technology used in hydroponics system

MD Tambakhe, VS Gulhane - EasyChair Preprint, 2020 - academia.edu
Agriculture is the most vital part of any country because growth of the country is depends on
it. Due to fast increase in population, industry and also the decrement of the farmland will …

A machine learning approach for prediction system and analysis of nutrients uptake for better crop growth in the Hydroponics system

MS Verma, SD Gawade - 2021 international conference on …, 2021 - ieeexplore.ieee.org
With the ascent of new techniques in farming, Hydroponics, an efficient and smart method of
cultivating crops in water is becoming an increasingly popular choice for growing crops. It is …

A Systematic Literature Review of Computational Studies in Aquaponic System

K Taji, S Ali, YT Ahmad, I Ghanimi… - … Journal of Advanced …, 2023 - search.proquest.com
The word aquaponics means the growth of aquatic organisms as well as plants in the
controlled environment. As the nutrients used for sustainable plant growth is obtained from …

Design and Development of Reliable and Automated Hydroponics System

S Shajan, P Suriya - 2022 6th International Conference on …, 2022 - ieeexplore.ieee.org
Internet of Things has made possible the arising of new technologies, and one such
technology is the advanced hydroponics system, which is studied in this project. Before the …

An intelligent applied Fuzzy Logic to prediction the Parts per Million (PPM) as hydroponic nutrition on the based Internet of Things (IoT)

P Musa, H Sugeru, HF Mufza - 2019 Fourth International …, 2019 - ieeexplore.ieee.org
Hydroponic plants require regular monitoring of plants that grow well and can even cause
plants to die. Because too late in providing nutrition or getting too little or too little food or …

Smart Artificial Intelligent-Based Controller for Hydroponic: New Technique for Soilless Plantation

ASD Rai, R Pawar, A Pandey, CS Rajeshwari… - Machine Learning for …, 2021 - Springer
Abstract This paper contains Smart Hydroponic Control Scheme (HCS), which is used to
monitor, control, and analyze the fault in hydroponics culture. The first part of the paper …

[PDF][PDF] Hydroponics using IOT and Machine Learning

A Phukan - International Research Journal of Engineering and …, 2022 - academia.edu
AIM Agriculture affects a nation's economy substantially. Hydroponics is on an increase
because of current agricultural strategies that allow plants to be developed without soil by …

Growth Pattern Prediction Using Machine Learning in Hydroponics Nft Systems

L Rahmadi, H Hadiyanto, R Sanjaya - Available at SSRN 4823837 - papers.ssrn.com
The aim of this study was to develop a machine learning model that can predict the growth
patterns of lettuce crops using hydroponics in the NFT system. To determine the most …