摘要
智慧供热是基于区域供热系统的一种现代供热方式,是我国供热行业未来发展的重要方向。智能决策网作为智慧供热的核心系统,对实现智慧供热有着至关重要的作用。基于智能算法和动态仿真的有效融合,提出了构建供热系统智能引擎的技术路线。阐述了智能算法和动态仿真在智能决策网各核心功能模块(供热管网监测点优化布置、热负荷预测、水力仿真模型与模型参数校准、热动态模型、供热管网泄漏故障诊断)开发中的应用方法。该技术路线可以为智能决策网的研发提供理论指导。
Smart heating is a modern heating method based on district heating systems(DHSs)and an important direction for the future development of DHSs in China.As the cornerstone of smart heating,intelligent decision networks are crucial to achieve smart heating.Based on the effective integration of intelligent algorithms and dynamic simulation,a technical route to develop intelligence engines for DHSs is proposed.The application of intelligent algorithms and dynamic simulation in developing core modules of intelligent decision-making systems(optimization arrangement of monitoring points of heat-supply network,prediction of heat load,hydraulic simulation modeling and calibration of model parameters,thermal dynamic modeling and fault diagnosis of leakage of heat-supply network)is elaborated.This technical route can provide theoretical guidance for the development of intelligent decision networks.
作者
周志刚
薛普宁
刘京
方修睦
郑进福
ZHOU Zhigang;XUE Puning;LIU Jing;FANG Xiumu;ZHENG Jinfu
出处
《煤气与热力》
2019年第7期12-19,10042,共9页
Gas & Heat
基金
国家重点研发计划“村镇电热直接转换供暖及蓄热技术研究”(2018YFD1100703)
黑龙江省自然科学基金重点项目“严寒地区智能集中供热系统的理论与关键技术研究”(ZD2016010)
关键词
智慧供热
智能引擎
智能算法
机器学习
动态仿真
smart heating
intelligence engine
intelligent algorithm
machine learning
dynamic simulation
