金属加工（热加工）Issue(4)：1-10,19,11.
金属材料锻造和热处理行业的节能研究进展
Research progress on energy-saving in metal material forging and heat treatment industry
摘要
Abstract
The forging and heat treatment processes of metallic materials are characterized by high levels of pollution and energy consumption.Optimizing these processes for energy efficiency is of great importance for promoting green industrial upgrading.Numerous scholars have proposed optimization strategies from various perspectives,including experimental methods,numerical simulations,and artificial intelligence.These advancements have not only enhanced production efficiency for enterprises but also improved energy utilization,contributing to low-carbon development.This paper provides a systematic overview of the forging and heat treatment processes for metallic materials,categorizing energy-saving optimization strategies into three main approaches:experimental methods,numerical simulations,and artificial intelligence.The advantages and limitations of each approach are analyzed and discussed.Among them,numerical simulations enable comprehensive analysis to optimize production processes but are limited by the long computation time.In recent years,numerical simulation techniques have increasingly evolved toward digital twin applications,allowing real-time interaction between predictive results and actual production processes,thereby achieving dynamic optimization.关键词
节能/金属锻造/热处理/优化算法Key words
energy-saving/metal forging/heat treatment/optimization algorithm引用本文复制引用
温保鹏,陈民涛,豆瑞锋,高超平,张四宗,刘训良,温治..金属材料锻造和热处理行业的节能研究进展[J].金属加工（热加工）,2025,(4):1-10,19,11.基金项目
国家自然科学基金资助项目(No.52306066) （No.52306066）
中央高校基本科研业务费专项资金资助项目(FRF-TP-22-077A1). （FRF-TP-22-077A1）
