Using interpretable machine learning to predict the electrical energy consumption of an electric arc furnace

被引：0
|
作者：
Carlsson, Leo S. [1 ]
Samuelsson, Peter B. [1 ]
Jönsson, Pär G. [1 ]
机构：
[1] Royal Institute of Technology, Stockholm, Sweden
来源：
Stahl und Eisen | 2019年 / 139卷 / 09期
关键词：
9;
D O I：
暂无
中图分类号：
学科分类号：
摘要：
引用
收藏
页码：24 / 29
相关论文
共 50 条
  • [21] Energy optimization of the electric arc furnace for operations at a fixed electrical power level
    Hernandez, Jesus D.
    Onofri, Luca
    Engell, Sebastian
    IFAC PAPERSONLINE, 2022, 55 (21): : 144 - 149
  • [22] Parametric analysis and prediction of energy consumption of electric vehicles using machine learning
    Nabi, Md. Nurun
    Ray, Biplob
    Rashid, Fazlur
    Al Hussam, Wisam
    Muyeen, S. M.
    JOURNAL OF ENERGY STORAGE, 2023, 72
  • [23] FORECASTING OF ELECTRIC ENERGY CONSUMPTION BY AN INDUSTRIAL ENTERPRISE USING MACHINE LEARNING METHODS
    Morgoeva, Anzhelika D.
    Morgoev, Irbek D.
    Klyuev, Roman, V
    Gavrina, Oksana A.
    BULLETIN OF THE TOMSK POLYTECHNIC UNIVERSITY-GEO ASSETS ENGINEERING, 2022, 333 (07): : 115 - 125
  • [24] Influence of electric arc furnace pressure on power consumption
    Bender Corp, Beverly Hills, United States
    Iron Steel Eng, 4 (73-77):
  • [25] A comparative performance of machine learning algorithm to predict electric vehicles energy consumption: A path towards sustainability
    Ullah, Irfan
    Liu, Kai
    Yamamoto, Toshiyuki
    Al Mamlook, Rabia Emhamed
    Jamal, Arshad
    ENERGY & ENVIRONMENT, 2022, 33 (08) : 1583 - 1612
  • [26] Bead geometry prediction for gas metal arc directed energy deposited layer using interpretable machine learning
    An, Zhe
    Sun, Hao
    Zhang, Xiaowei
    MATERIALS TODAY COMMUNICATIONS, 2025, 42
  • [27] Improving electrical efficiency in electric arc furnace steelmaking
    McKellar, RD
    ORourke, B
    Reesor, RA
    PROCEEDINGS OF THE XIII INTERNATIONAL CONGRESS ON ELECTRICITY APPLICATIONS, VOLS 1 AND 2, 1996, : EE109 - EE116
  • [28] Predicting Electric Vehicle Energy Consumption From Field Data Using Machine Learning
    Zhu, Qingbo
    Huang, Yicun
    Feng Lee, Chih
    Liu, Peng
    Zhang, Jin
    Wik, Torsten
    IEEE TRANSACTIONS ON TRANSPORTATION ELECTRIFICATION, 2025, 11 (01): : 2120 - 2132
  • [29] Digital Transformation Using Artificial Intelligence and Machine Learning: An Electrical Energy Consumption Case
    Podgorelec, Vili
    Karakatic, Saso
    Fister, Iztok, Jr.
    Brezocnik, Lucija
    Pecnik, Spela
    Vrbancic, Grega
    NEW TECHNOLOGIES, DEVELOPMENT AND APPLICATION V, 2022, 472 : 498 - 504
  • [30] Prediction of electrical energy consumption based on machine learning technique
    Banik, Rita
    Das, Priyanath
    Ray, Srimanta
    Biswas, Ankur
    ELECTRICAL ENGINEERING, 2021, 103 (02) : 909 - 920
12345