Operating conditions monitoring of vehicle internal combustion engine waste heat utilization systems based on support vector machines

被引：0

作者：

Zhang, Jianhua ^{[1
]}

Song, Shuanglu ^{[2
]}

Wang, Pansheng ^{[2
]}

Ning, Mingyue ^{[2
]}

Yin, Xuan ^{[2
]}

机构：

[1] North China Elect Power Univ, State Key Lab Alternate Elect Power Renewable Ene, Beijing, Peoples R China

[2] North China Elect Power Univ, Sch Control & Comp Engn, Beijing, Peoples R China

来源：

2017 CHINESE AUTOMATION CONGRESS (CAC) | 2017年

基金：

美国国家科学基金会;

关键词：

ICE; Support vector machine; Operating condition monitor; Waste heat utilization;

D O I：

暂无

中图分类号：

TP [自动化技术、计算机技术];

学科分类号：

0812 ;

摘要：

In this paper, the operating conditions of vehicle internal combustion engine (ICE) waste heat utilization system are monitored by improved support vector machines (SVMs). Organic Rankine Cycle (ORC) is used to recover the ICE waste heat. Several optimal approaches are employed when training SVMs. The improved SVMs arc then employed to monitor the operating conditions of the ICE waste heat recovery system. Finally, simulation results demonstrate that the proposed is feasible.

引用

页码：6124 / 6128

页数：5

共 32 条

[31] Towards working fluid properties and selection of Rankine cycle based waste heat recovery (WHR) systems for internal combustion engines - A fundamental analysis
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APPLIED THERMAL ENGINEERING, 2018, 142 : 502 - 510
[32] Design and thermodynamic analysis of solid oxide fuel cells-internal combustion engine combined cycle system based on Two-Stage waste heat preheating and EGR
Wu, Binyang
Luo, Yinmi
Feng, Yongming
Zhu, Chaoyi
Yang, Puze
FUEL, 2023, 342

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