An Enhanced Light Gradient Boosting Regressor for Virtual Sensing of CO, HC and NOx
Author:
Affiliation:
1. University of Bologna,Industrial Engineering Department,Bologna,Italy
2. Head of Powertrain Development Testing,Ferrari S.p.A,Maranello,Modena,Italy
Publisher
IEEE
Link
http://xplorestaging.ieee.org/ielx7/10219091/10219092/10219122.pdf?arnumber=10219122
Reference16 articles.
1. Lightgbm: A highly efficient gradient boosting decision tree;ke,2017
2. Predictive modeling of engine emissions using machine learning: A review;khurana,2020
3. Permutation importance: a corrected feature importance measure
4. Comparative Evaluation of Data-Driven Approaches to Develop an Engine Surrogate Model for NOx Engine-Out Emissions under Steady-State and Transient Conditions
5. A Random Forest Algorithmic Approach to Predicting Particulate Emissions from a Highly Boosted GDI Engine
Cited by 2 articles. 订阅此论文施引文献 订阅此论文施引文献，注册后可以免费订阅5篇论文的施引文献，订阅后可以查看论文全部施引文献
1. Development of an Automatic Pipeline for Data Analysis and Pre-Processing for Data Driven-Based Engine Emission Modeling in a Real Industrial Application;SAE Technical Paper Series;2024-04-09
2. AI-Based Virtual Sensing of Gaseous Pollutant Emissions at the Tailpipe of a High-Performance Vehicle;SAE International Journal of Engines;2024-01-09
1.学者识别学者识别
2.学术分析学术分析
3.人才评估人才评估
"同舟云学术"是以全球学者为主线，采集、加工和组织学术论文而形成的新型学术文献查询和分析系统，可以对全球学者进行文献检索和人才价值评估。用户可以通过关注某些学科领域的顶尖人物而持续追踪该领域的学科进展和研究前沿。经过近期的数据扩容，当前同舟云学术共收录了国内外主流学术期刊6万余种，收集的期刊论文及会议论文总量共计约1.5亿篇，并以每天添加12000余篇中外论文的速度递增。我们也可以为用户提供个性化、定制化的学者数据。欢迎来电咨询！咨询电话：010-8811{复制后删除}0370
www.globalauthorid.com
TOP
Copyright © 2019-2024 北京同舟云网络信息技术有限公司 京公网安备11010802033243号 京ICP备18003416号-3