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A New Contactless Bubble/Slug Velocity Measurement Method of Gas–Liquid Two-Phase Flow in Small Channels | IEEE Journals & Magazine | IEEE Xplore

A New Contactless Bubble/Slug Velocity Measurement Method of Gas–Liquid Two-Phase Flow in Small Channels


Abstract:

A new contactless bubble/slug velocity measurement method of the gas-liquid two-phase flow in small channels is proposed by extending the contactless conductivity detecti...Show More

Abstract:

A new contactless bubble/slug velocity measurement method of the gas-liquid two-phase flow in small channels is proposed by extending the contactless conductivity detection technique to the contactless impedance detection (CID) technique. Two kinds of CID sensors with different constructions (tubular construction and radial construction) are developed to obtain the total impedance information (the real part, the imaginary part, and the amplitude) of the gas-liquid two-phase flow. Two bubble/slug velocity measurement systems with different constructions, the tubular three-electrode velocity measurement system and the radial four-electrode velocity measurement system, are developed. With the obtained total impedance information, three initial estimation values of the bubble/slug velocity are determined by the principle of the cross correlation velocity measurement. Then, with the real-time flow pattern identification result implemented by the fuzzy C-means, a corresponding velocity measurement model [which is the linear combination of the three initial estimation values of the bubble/slug velocity and is developed by the penalty function method and the Davidon-Fletcher-Powell algorithm] is applied to obtain the final bubble/slug velocity. Two groups of the bubble/slug velocity measurement system prototypes with three different inner diameters are developed. The bubble/slug velocity measurement experiments are carried out. The experimental results show that the proposed method is effective. For the two bubble/slug velocity measurement systems with different constructions, the maximum relative errors of the bubble/slug velocity measurement are all less than 4.5%. The research results also indicate that making full use of the total impedance information is an effective approach to improve the accuracy of the velocity measurement.
Published in: IEEE Transactions on Instrumentation and Measurement ( Volume: 68, Issue: 9, September 2019)
Page(s): 3253 - 3267
Date of Publication: 13 November 2018

ISSN Information:

Funding Agency:

Author image of Junchao Huang
State Key Laboratory of Industrial Control Technology, College of Control Science and Engineering, Zhejiang University, Hangzhou, China
Junchao Huang was born in Hangzhou, China, in 1993. He received the B.Sc. degree from the China University of Petroleum, Qingdao, China, in 2015. He is currently pursuing the Ph.D. degree with the College of Control Science and Engineering, Zhejiang University, Hangzhou.
His current research interests include detection technology and automatic equipment.
Junchao Huang was born in Hangzhou, China, in 1993. He received the B.Sc. degree from the China University of Petroleum, Qingdao, China, in 2015. He is currently pursuing the Ph.D. degree with the College of Control Science and Engineering, Zhejiang University, Hangzhou.
His current research interests include detection technology and automatic equipment.View more
Author image of Bixia Sheng
State Key Laboratory of Industrial Control Technology, College of Control Science and Engineering, Zhejiang University, Hangzhou, China
Bixia Sheng was born in Hangzhou, China, in 1993. She received the B.Sc. degree from the Department of Automation, North China Electric Power University, Baoding, China, in 2015. She is currently pursuing the M.Sc. degree with the College of Control Science and Engineering, Zhejiang University, Hangzhou.
Her current research interests include automatic instrument and measurement technique.
Bixia Sheng was born in Hangzhou, China, in 1993. She received the B.Sc. degree from the Department of Automation, North China Electric Power University, Baoding, China, in 2015. She is currently pursuing the M.Sc. degree with the College of Control Science and Engineering, Zhejiang University, Hangzhou.
Her current research interests include automatic instrument and measurement technique.View more
Author image of Haifeng Ji
State Key Laboratory of Industrial Control Technology, College of Control Science and Engineering, Zhejiang University, Hangzhou, China
Haifeng Ji was born in Shijiazhuang, China in 1973. He received the master’s degree from the Shandong Polytechnic University, Jinan, China, in 1999, and the Ph.D. degree from the Department of Control Science and Engineering, Zhejiang University, Hangzhou, China, in 2002.
He is currently an Associate Professor with Zhejiang University. His current research interests include measurement techniques, automation equipment, inf...Show More
Haifeng Ji was born in Shijiazhuang, China in 1973. He received the master’s degree from the Shandong Polytechnic University, Jinan, China, in 1999, and the Ph.D. degree from the Department of Control Science and Engineering, Zhejiang University, Hangzhou, China, in 2002.
He is currently an Associate Professor with Zhejiang University. His current research interests include measurement techniques, automation equipment, inf...View more
Author image of Zhiyao Huang
State Key Laboratory of Industrial Control Technology, College of Control Science and Engineering, Zhejiang University, Hangzhou, China
Zhiyao Huang was born in Hangzhou, China, in 1968. He received the B.Sc., M.Sc., and Ph.D. degrees from Zhejiang University, Hangzhou, in 1990, 1993, and 1995, respectively.
From 1995 to 1997, he was a Lecturer with the Department of Chemical Engineering, Zhejiang University. In 1997, he joined the Department of Control Science and Engineering, Zhejiang University, as an Associate Professor, where he was appointed as a Pro...Show More
Zhiyao Huang was born in Hangzhou, China, in 1968. He received the B.Sc., M.Sc., and Ph.D. degrees from Zhejiang University, Hangzhou, in 1990, 1993, and 1995, respectively.
From 1995 to 1997, he was a Lecturer with the Department of Chemical Engineering, Zhejiang University. In 1997, he joined the Department of Control Science and Engineering, Zhejiang University, as an Associate Professor, where he was appointed as a Pro...View more
Author image of Baoliang Wang
State Key Laboratory of Industrial Control Technology, College of Control Science and Engineering, Zhejiang University, Hangzhou, China
Baoliang Wang was born in Zibo, China, in 1970. He received the B.Sc. and M.Sc. degrees from the Shandong University of Technology, Jinan, China, in 1992 and 1995, respectively, and the Ph.D. degree from Zhejiang University, Hangzhou, China, in 1998.
From 1998 to 2001, he was a Lecturer with the Department of Control Science and Engineering, Zhejiang University. From 2002 to 2003, he was a Research Associate with the City ...Show More
Baoliang Wang was born in Zibo, China, in 1970. He received the B.Sc. and M.Sc. degrees from the Shandong University of Technology, Jinan, China, in 1992 and 1995, respectively, and the Ph.D. degree from Zhejiang University, Hangzhou, China, in 1998.
From 1998 to 2001, he was a Lecturer with the Department of Control Science and Engineering, Zhejiang University. From 2002 to 2003, he was a Research Associate with the City ...View more
Author image of Haiqing Li
State Key Laboratory of Industrial Control Technology, College of Control Science and Engineering, Zhejiang University, Hangzhou, China
Haiqing Li was born in Qingdao, China, in 1934. She received the B.Sc. degree from Dalian Science and Engineering University, Dalian, China, in 1956.
In 1988, she joined the Department of Chemical Engineering, Zhejiang University, Hangzhou, China, as a Professor, where she has been a Professor with the Department of Control Science and Engineering since 1997. Her current research interests include automation instrumentatio...Show More
Haiqing Li was born in Qingdao, China, in 1934. She received the B.Sc. degree from Dalian Science and Engineering University, Dalian, China, in 1956.
In 1988, she joined the Department of Chemical Engineering, Zhejiang University, Hangzhou, China, as a Professor, where she has been a Professor with the Department of Control Science and Engineering since 1997. Her current research interests include automation instrumentatio...View more

I. Introduction

Gas–liquid two-phase flow is an important kind of multiphase flows [1]–[6]. In the past decades, due to the advantages of high mass and heat transfer performance of small channels, the studies and applications of the gas–liquid two-phase flow in small channels have received more and more attention in many industrial fields, such as chemical engineering, pharmacy engineering, energy engineering, and environment engineering [4]–[13].

Author image of Junchao Huang
State Key Laboratory of Industrial Control Technology, College of Control Science and Engineering, Zhejiang University, Hangzhou, China
Junchao Huang was born in Hangzhou, China, in 1993. He received the B.Sc. degree from the China University of Petroleum, Qingdao, China, in 2015. He is currently pursuing the Ph.D. degree with the College of Control Science and Engineering, Zhejiang University, Hangzhou.
His current research interests include detection technology and automatic equipment.
Junchao Huang was born in Hangzhou, China, in 1993. He received the B.Sc. degree from the China University of Petroleum, Qingdao, China, in 2015. He is currently pursuing the Ph.D. degree with the College of Control Science and Engineering, Zhejiang University, Hangzhou.
His current research interests include detection technology and automatic equipment.View more
Author image of Bixia Sheng
State Key Laboratory of Industrial Control Technology, College of Control Science and Engineering, Zhejiang University, Hangzhou, China
Bixia Sheng was born in Hangzhou, China, in 1993. She received the B.Sc. degree from the Department of Automation, North China Electric Power University, Baoding, China, in 2015. She is currently pursuing the M.Sc. degree with the College of Control Science and Engineering, Zhejiang University, Hangzhou.
Her current research interests include automatic instrument and measurement technique.
Bixia Sheng was born in Hangzhou, China, in 1993. She received the B.Sc. degree from the Department of Automation, North China Electric Power University, Baoding, China, in 2015. She is currently pursuing the M.Sc. degree with the College of Control Science and Engineering, Zhejiang University, Hangzhou.
Her current research interests include automatic instrument and measurement technique.View more
Author image of Haifeng Ji
State Key Laboratory of Industrial Control Technology, College of Control Science and Engineering, Zhejiang University, Hangzhou, China
Haifeng Ji was born in Shijiazhuang, China in 1973. He received the master’s degree from the Shandong Polytechnic University, Jinan, China, in 1999, and the Ph.D. degree from the Department of Control Science and Engineering, Zhejiang University, Hangzhou, China, in 2002.
He is currently an Associate Professor with Zhejiang University. His current research interests include measurement techniques, automation equipment, information processing of complex process system, and multiphase flow measurement in mini-/micro-channel.
Haifeng Ji was born in Shijiazhuang, China in 1973. He received the master’s degree from the Shandong Polytechnic University, Jinan, China, in 1999, and the Ph.D. degree from the Department of Control Science and Engineering, Zhejiang University, Hangzhou, China, in 2002.
He is currently an Associate Professor with Zhejiang University. His current research interests include measurement techniques, automation equipment, information processing of complex process system, and multiphase flow measurement in mini-/micro-channel.View more
Author image of Zhiyao Huang
State Key Laboratory of Industrial Control Technology, College of Control Science and Engineering, Zhejiang University, Hangzhou, China
Zhiyao Huang was born in Hangzhou, China, in 1968. He received the B.Sc., M.Sc., and Ph.D. degrees from Zhejiang University, Hangzhou, in 1990, 1993, and 1995, respectively.
From 1995 to 1997, he was a Lecturer with the Department of Chemical Engineering, Zhejiang University. In 1997, he joined the Department of Control Science and Engineering, Zhejiang University, as an Associate Professor, where he was appointed as a Professor in 2001. He is currently a Professor with the College of Control Science and Engineering, Zhejiang University, where he is also a permanent Staff with the State Key Laboratory of Industrial Control Techniques. His current research interests include automation instrumentation and multiphase flow measurement.
Zhiyao Huang was born in Hangzhou, China, in 1968. He received the B.Sc., M.Sc., and Ph.D. degrees from Zhejiang University, Hangzhou, in 1990, 1993, and 1995, respectively.
From 1995 to 1997, he was a Lecturer with the Department of Chemical Engineering, Zhejiang University. In 1997, he joined the Department of Control Science and Engineering, Zhejiang University, as an Associate Professor, where he was appointed as a Professor in 2001. He is currently a Professor with the College of Control Science and Engineering, Zhejiang University, where he is also a permanent Staff with the State Key Laboratory of Industrial Control Techniques. His current research interests include automation instrumentation and multiphase flow measurement.View more
Author image of Baoliang Wang
State Key Laboratory of Industrial Control Technology, College of Control Science and Engineering, Zhejiang University, Hangzhou, China
Baoliang Wang was born in Zibo, China, in 1970. He received the B.Sc. and M.Sc. degrees from the Shandong University of Technology, Jinan, China, in 1992 and 1995, respectively, and the Ph.D. degree from Zhejiang University, Hangzhou, China, in 1998.
From 1998 to 2001, he was a Lecturer with the Department of Control Science and Engineering, Zhejiang University. From 2002 to 2003, he was a Research Associate with the City University of Hong Kong, Hong Kong. From 2002 to 2013, he was an Associate Professor with the Department of Control Science and Engineering, Zhejiang University, where he is currently a Professor with the College of Control Science and Engineering. His current research interests include process tomography, motion control system, and microprocessor system.
Baoliang Wang was born in Zibo, China, in 1970. He received the B.Sc. and M.Sc. degrees from the Shandong University of Technology, Jinan, China, in 1992 and 1995, respectively, and the Ph.D. degree from Zhejiang University, Hangzhou, China, in 1998.
From 1998 to 2001, he was a Lecturer with the Department of Control Science and Engineering, Zhejiang University. From 2002 to 2003, he was a Research Associate with the City University of Hong Kong, Hong Kong. From 2002 to 2013, he was an Associate Professor with the Department of Control Science and Engineering, Zhejiang University, where he is currently a Professor with the College of Control Science and Engineering. His current research interests include process tomography, motion control system, and microprocessor system.View more
Author image of Haiqing Li
State Key Laboratory of Industrial Control Technology, College of Control Science and Engineering, Zhejiang University, Hangzhou, China
Haiqing Li was born in Qingdao, China, in 1934. She received the B.Sc. degree from Dalian Science and Engineering University, Dalian, China, in 1956.
In 1988, she joined the Department of Chemical Engineering, Zhejiang University, Hangzhou, China, as a Professor, where she has been a Professor with the Department of Control Science and Engineering since 1997. Her current research interests include automation instrumentation and multiphase flow measurement technology.
Haiqing Li was born in Qingdao, China, in 1934. She received the B.Sc. degree from Dalian Science and Engineering University, Dalian, China, in 1956.
In 1988, she joined the Department of Chemical Engineering, Zhejiang University, Hangzhou, China, as a Professor, where she has been a Professor with the Department of Control Science and Engineering since 1997. Her current research interests include automation instrumentation and multiphase flow measurement technology.View more
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