摘 要
农业机械智能化是提升农业生产效率、优化资源配置的关键，对农业转型升级至关重要。智能化决策支持系统，作为现代农业信息技术的核心，能实现农业生产全过程的智能监控和科学决策。传统系统在数据处理和决策分析方面有缺陷。新一代信息技术如物联网、大数据、人工智能的发展，为智能化决策支持系统的研究提供了强大支持。通过集成传感器、智能算法和决策模型，系统能实时监测农业生产环境，快速处理数据，智能生成决策，提高智能化水平。关键技术包括传感器技术、数据采集与处理技术、智能决策算法和系统集成技术。该系统在精准农业、智能农机装备、农业生产管理等领域有广泛应用前景，帮助农民精准施肥、灌溉和防治病虫害，提高农机作业效率。随着技术进步，它将在推动农业现代化和可持续发展中发挥更大作用。
关键词：农业机械；智能化决策支持系统；关键技术
RESEARCH ON INTELLIGENT DECISION SUPPORT SYSTEM FOR AGRICULTURAL MACHINERY
ABSTRACT
Intelligent agricultural machinery is the key to improve agricultural production efficiency and optimize the allocation of resources, which is crucial to agricultural transformation and upgrading. Intelligent decision support system, as the core of modern agricultural information technology, can realize the intelligent monitoring and scientific decision-making of the whole process of agricultural production. Traditional systems have drawbacks in data processing and decision analysis. The development of the new generation of information technology, such as the Internet of Things, big data and artificial intelligence, has provided strong support for the research of intelligent decision support system. By integrating sensors, intelligent algorithms and decision model, the system can monitor the agricultural production environment in real time, process data quickly, generate decisions intelligently, and improve the level of intelligence. Key technologies include sensor technology, data acquisition and processing technology, intelligent decision algorithm, and system integration technology. The system has wide application prospects in precision agriculture, intelligent agricultural machinery equipment, agricultural production management and other fields, helping farmers to accurately fertilize, irrigate and control pests and diseases, and improve the efficiency of agricultural machinery operation. As technology advances, it will play a greater role in promoting agricultural modernization and sustainable development.
KEY WORDS：Agricultural machinery; Intelligent decision support system; Key technology
目 录
摘 要 I
ABSTRACT II
第1章 绪论 1
1.1 研究背景 1
1.2 国内外研究现状 1
第2章 相关理论概述 2
2.1 农业机械的发展历程 2
2.2 智能化控制系统的发展 2
第3章 智能化决策支持系统的架构处理 3
3.1 系统总体设计 3
3.2 数据采集与管理 3
3.3 智能决策算法 4
3.4 用户界面与交互 4
第4章 智能化决策支持系统的应用实例与评价 6
4.1 应用实例分析 6
4.2 性能评价指标 6
4.3 用户反馈与市场响应 7
第5章 结论 8
参考文献 9
致 谢 10
