中国防汛抗旱2026，Vol.36Issue(9)：22-30,9.DOI:10.16867/j.issn.1673-9264.2026387
基于任务编排和引擎装配的水利业务智能体研发思路探讨
Discussion on the research and development ideas of water conservancy business intelligent agents based on task orchestration and engine assembly
摘要
Abstract
With the continuous deepening of digital transformation in water conservancy,traditional water conservancy business systems are facing problems such as process solidification,difficulty in coordinating model resources,and insufficient integration of domain knowledge,which are difficult to meet the intelligent analysis and decision-making needs in complex business scenarios.To address the above issues,a research and development approach for water conservancy business intelligent agents(Agents)based on task orchestration and engine assembly is proposed.With business tasks as the core,complex business processes are structured and organized through task modeling and orchestration.The engine assembly mechanism is used to dynamically combine large language models,domain knowledge,water conservancy professional models,business tools,and existing intelligent service capabilities.Combined with dynamic scheduling and multi-agent collaboration mechanisms,different intelligent service capabilities are collaboratively executed around business goals.This method improves the organizational efficiency and reusability of models,knowledge,and tool resources in intelligent applications of water conservancy business,providing a technical path for the rapid construction and application of intelligent agents in complex water conservancy scenarios.关键词
水利业务智能体/任务编排/引擎装配/智能体协同/动态调度/领域知识Key words
water conservancy business intelligent agent/task arrangement/engine assembly/intelligent agent collaboration/dynamic scheduling/domain knowledge分类
信息技术与安全科学引用本文复制引用
刘杰,于慈冲,常思源,陈胜,徐卫红..基于任务编排和引擎装配的水利业务智能体研发思路探讨[J].中国防汛抗旱,2026,36(9):22-30,9.基金项目
国家自然科学基金重大项目(52394235). （52394235）
