A Low-Data-Dependence Assessment Method of Industrial Process Interruption Probability Due to Voltage Sag

被引:6
作者
Wang, Ying [1 ]
Yang, Hang [1 ]
Xiao, Xianyong [1 ]
Yang, Yixuan [1 ]
机构
[1] Sichuan Univ, Coll Elect Engn, Chengdu 610065, Peoples R China
基金
中国国家自然科学基金;
关键词
Voltage sags; interruptions; voltage tolerance curves; parameter estimation; logic function; ADJUSTABLE-SPEED DRIVES; FINANCIAL LOSSES; SENSITIVITY; CONTACTORS; EQUIPMENT; DEVICES;
D O I
10.1109/TPWRD.2022.3175162
中图分类号
TM [电工技术]; TN [电子技术、通信技术];
学科分类号
0808 ; 0809 ;
摘要
Information about the interruption probability of sensitive industrial processes is important for devising mitigation strategies against voltage sags. However, the existing method for assessing interruption probability is less practical, owing to the difficulty in collecting technical information and data from industrial users. This study proposes a low-data-dependence assessment method for the interruption probability of an industrial process. First, it establishes a general assessment model for the tripping probability of sensitive equipment. Second, it proposes a parameter estimation method to determine the probability density function of the voltage tolerance curve of sensitive equipment in the uncertainty region, according to the equipment trip information recorded by the user. This improves the accuracy of the assessment. Third, this study establishes the logic function expression form of the industrial process structure to describe the relationship between the process interruption probability and the equipment tripping probability. Finally, it proposes a solution method for the process interruption probability based on a heuristic search algorithm, which overcomes the problem of technological process information acquisition, such as the logical relationship among various equipment in the industrial process. The rationality and applicability of the proposed method are verified through a case study.
引用
收藏
页码:5267 / 5277
页数:11
相关论文
共 30 条
[1]   Mitigating voltage-sag and voltage-deviation problems in distribution networks using battery energy storage systems [J].
Ahmed, Haytham M. A. ;
Awad, Ahmed S. A. ;
Ahmed, Mohamed Hassan ;
Salama, M. M. A. .
ELECTRIC POWER SYSTEMS RESEARCH, 2020, 184
[2]  
[Anonymous], 2017, 1668 IEEE
[3]   Analysis of Voltage Sag Severity Case Study in an Industrial Circuit [J].
Arias-Guzman, Santiago ;
Andres Ruiz-Guzman, Oscar ;
Felipe Garcia-Arias, Luis ;
Jaramillo-Gonzales, Maria ;
Daniel Cardona-Orozco, Pablo ;
Ustariz-Farfan, Armando J. ;
Cano-Plata, Eduardo A. ;
Felipe Salazar-Jimenez, Andres .
IEEE TRANSACTIONS ON INDUSTRY APPLICATIONS, 2017, 53 (01) :15-21
[4]   Assessment of Equipment Trip Probability Due to Voltage Sags Based on Fuzzy Possibility Distribution Function [J].
Behera, Chinmaya ;
Reddy, Galiveeti Hemakumar ;
Chakrapani, Pranju ;
Goswami, Arup Kumar ;
Gupta, Chandra Prakash ;
Singh, Girish Kumar .
IEEE ACCESS, 2018, 6 :76889-76899
[5]   Analysis of voltage tolerance of AC adjustable-speed drives for three-phase balanced and unbalanced sags [J].
Bollen, MHJ ;
Zhang, LDD .
IEEE TRANSACTIONS ON INDUSTRY APPLICATIONS, 2000, 36 (03) :904-910
[6]   Probabilistic Estimation of Distribution Network Performance With Respect to Voltage Sags and Interruptions Considering Network Protection Setting-Part I: The Methodology [J].
Cebrian, Juan Carlos ;
Kagan, Nelson ;
Milanovic, Jovica V. .
IEEE TRANSACTIONS ON POWER DELIVERY, 2018, 33 (01) :42-51
[7]   Restoration in Distribution Systems to Reduce Financial Losses Related to Process Trips [J].
Cebrian, Juan Carlos ;
Rahman, Saifur ;
Kagan, Nelson .
IEEE TRANSACTIONS ON SMART GRID, 2017, 8 (01) :219-227
[8]   Probabilistic Assessment of Financial Losses in Distribution Network Due to Fault-Induced Process Interruptions Considering Process Immunity Time [J].
Cebrian, Juan Carlos ;
Milanovic, Jovica V. ;
Kagan, Nelson .
IEEE TRANSACTIONS ON POWER DELIVERY, 2015, 30 (03) :1478-1486
[9]   Assessment of the Economic Value of Voltage Sag Mitigation Devices to Sensitive Industrial Plants [J].
Chan, Jhan Yhee ;
Milanovic, Jovica V. .
IEEE TRANSACTIONS ON POWER DELIVERY, 2015, 30 (06) :2374-2382
[10]   Generic Failure-Risk Assessment of Industrial Processes due to Voltage Sags [J].
Chan, Jhan Yhee ;
Milanovic, Jovica V. ;
Delahunty, Alice .
IEEE TRANSACTIONS ON POWER DELIVERY, 2009, 24 (04) :2405-2414