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As a coastal nation, Tamil Nadu is going through agricultural uncertainty, that's lowering its manufacturing. With greaterhumans and area, greater merchandisemight be produced, howeverit cannot be. Inpast a long time, farmers had phrase of mouth, but now they can't be used due to climatic elements. Agricultural statistics and parameters provide insight into agricultural records. The growth of statistics technology brings a few crucial trends in agricultural sciences to help farmers with precise agricultural information. In this strolling state of affairs, information approximately the utility of present day technological strategies inside the subject of agriculture is suited. Machine gaining knowledge of strategies really provide an explanation for the sample with the information and assist us make predictions. Agricultural problems consisting of crop availability, croprotation, water requirements, fertilizer requirements and protection can be addressed. Due to the variousreasons of theclimatic surroundings, it is essential to havean efficient system to facilitate the cultivation of plants and to assist farmers in production and control. This will help future farmers to enhance agriculture. Aadvice device may be furnished to the farmer to assist him get his plants via the mines. To enforce this approach, vegetationare advocated in phrases in their climatic elements and amount. Data analytics pavesthe manner for growing beneficial extracts from agricultural databases. The crop dataset become analyzed and crop pointershave been made based on yield and season

In a WECS, it is significant to understand its characteristics and then find an optimal solution to produce electricity with greatest efficiency. The major issues in the wind energy conversion system (WECS) required to be improved with advantageous controller parameters of a DFIG to enhance efficiency factor and varying response of the system needs to be modified. A study on the FACTS device, namely SVC, is in the WECS and then to compute the output signal waves of the system with various trade-off between voltage (V), current (C), power (P), rotor speed (Rs) and pitch angle (ϕp). The work was experimented using MATLAB 7.5, and the results are compared conventional technique with the proposed approach for authenticating the robustness of the methods.

In this study, superabsorbent nanocomposites of guar gum grafted sodium acrylate have been synthesized via both microwave and conventional techniques. The reaction parameters of both techniques were optimized and the microwave assisted method was proved to have higher grafting yield with lesser time of reaction as compared to the conventional method. X-ray diffraction and scanning electron microscopy analyses revealed that cloisite was exfoliated and uniformly dispersed in guar gum grafted sodium acrylate matrix. The results show that introducing cloisite into the guar gum grafted sodium acrylate network improved the swelling capability and the swelling rate of the superabsorbent nanocomposite was found to be enhanced at an optimal loading of 10% cloisite. The nanocomposites showed high water absorbency within a wide pH range. Preliminary studies on crystal violet dye removal showed promising results.