Application and Research on Measurement and Control Technology and Intelligentization of Agricultural Machinery in the Information Age-Reference-Cited by-同舟云学术

Application and Research on Measurement and Control Technology and Intelligentization of Agricultural Machinery in the Information Age

Published:2024-01-01 Issue:1 Volume:9 Page:
ISSN:2444-8656
Container-title:Applied Mathematics and Nonlinear Sciences
language:en
Short-container-title:

Author:

Zhao Yaping¹,Li Wenfei²

Affiliation:

1. Suzhou Polytechnic Institute of Agriculture , Suzhou , Jiangsu , , China .

2. Suzhou Kingclean precision Machinery Co., Ltd ., Suzhou , Jiangsu , , China .

Abstract

Abstract The shift from traditional agricultural mechanization to intelligent systems represents a cornerstone of modern agriculture, spurred by the IT revolution. This study investigates how cutting-edge measurement and control technologies can elevate the efficiency and intelligence of agricultural machinery. By employing advanced algorithms like particle filtering and SO-CDKF, alongside multi-feature fusion technology, we significantly enhance the precision and responsiveness of these systems. Our findings show a 15% improvement in measurement accuracy and a 20% reduction in response times for intelligent applications, with further efficiency gains from optimizing the fusion process. This research underscores the potential of intelligent technologies to transform agriculture, offering vital insights for its future development.

Publisher

Walter de Gruyter GmbH

Link

https://www.sciendo.com/pdf/10.2478/amns-2024-0824

Reference15 articles.

1. Tang, Y., Wang, M., Zhao, X., & Hao, F. (2017). Research and application of intelligent control of agricultural machinery based on hardware and software collaborative design. IEEE Information Technology & Mechatronics Engineering Conference. IEEE.

2. A, A. S., B, S. J., A, R. M., & A, V. R. D. (2022). Demystifying artificial intelligence amidst sustainable agricultural water management. Current Directions in Water Scarcity Research, 7, 17-35.

3. Kaletnik, G. M., & Lutkovska, S. M. (2023). Organic agricultural production in the system of modernization of environmental safety. Pollution Research.

4. Sakai, J. (2013). National modernization cannot be realized without the development and diffusion of agricultural mechanization. Agricultural Mechanization in Asia, Africa and Latin America: AMA(44-4).

5. Stelmashchuk, A. (2019). Modernization of agricultural enterprises is a necessary condition for the transition to organic food production. INNOVATIVE ECONOMY(7-8), 45-51.