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1.
International Research Journal
of Engineering and Technology (IRJET) e-ISSN: 2395-0056 Volume: 06 Issue: 03 | Mar 2019 www.irjet.net p-ISSN: 2395-0072 © 2019, IRJET | Impact Factor value: 7.211 | ISO 9001:2008 Certified Journal | Page 2133 A LITERATURE STUDY ON FAULT RECOGNITION IN DIFFERENT SYSTEM BALAKUMARAN R M1, ANANDHI S2, DILIPKUMAR B3, D. SIVANANDAKUMAR4 1,2,3,4Department of Electronic and Instrumentation Engineering, Erode Sengunthar Engineering College, Erode, India. ---------------------------------------------------------------------***---------------------------------------------------------------------- Abstract - This paper presents an overview and an approach of Fault discovery assumes a vital job in staggering expense and wellbeing basic procedures. Early identification of procedure flaws can help keep away from anomalous occasion movement. Fault identification can be cultivated through different methods. This paper displays the writing review of real techniques and ebb and flow condition of research in the field with a determination of essential commonsense applications. Key Words: fault, staggering expense, different methods, ebb. 1. INTRODUCTION This paper speaks to the Line Protection on the utilizations of fault location innovation. This tends to the recognition of those irregular conditions where a conductor breaks and does not contact either another conductor or a grounded component. Recognition of fault on line is finished via mechanization. As fault examination wound up imperative prerequisites of the electric power framework to wind up progressively exact. There are mixes of an electrical switch and a transfer security framework in a run of the mill fault cleaning framework. The primary parts in security framework are wiring, transducers, assistant power supply, switches, circuit breakers, transfers and the working loop of the electrical switch. Prior fault is naturally cleared by electromagnetic transfers. The electrical amount, which is voltage or a flow, was changed to a mechanical power which worked the transfer when a preset edge was surpassed. However at this point a days the strong state transfers are grown with the goal that the activity can be performed effectively and precisely. 1.1 TYPES OF FAULTS There are mainly two types of faults in the electrical power system. Those are as following: 1. Symmetrical 2. Unsymmetrical faults. This technique is used to reach a strong conclusion of the power grid monitoring & controlling without manpower is SCADA. 1. Symmetrical faults: These are very severe faults and occur infrequently in the power systems. These are also called as balanced faults. There are mainly two types namely 1. Line to line to line to ground (L-L-L-G) and 2. Line to line to line (L-L-L) Three phase fault analysis or information is required for selecting set-phase relays, rupturing capacity of the circuit breakers and rating of the protective switchgear. 2. Unsymmetrical Faults: These are very common and less severe than symmetrical faults. There are mainly three types namely 1. Line to ground (L-G), 2. Line to line (L-L) and 3. double line to ground (LL-G) faults.
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International Research Journal
of Engineering and Technology (IRJET) e-ISSN: 2395-0056 Volume: 06 Issue: 03 | Mar 2019 www.irjet.net p-ISSN: 2395-0072 © 2019, IRJET | Impact Factor value: 7.211 | ISO 9001:2008 Certified Journal | Page 2134 2. LITERATURE SURVEY Sl no Authors, years. Abstract Technology used Conclusion of authors.. 1. Praveen Reddy , Samreen Kausar, Uppalpati Ramyashree Laxmi , Varadi Sahana May 2018 Ire Journals Volume 1 Issue 11 In power the board venture, the PC is utilized for appointing the need for different burdens. In the event that there any issue happens in plant, we can without much of a stretch distinguish which part is trip. After that we can investigate the issue through labor and screen the substation. PLC,SCADA With the assistance of Switchyard and transmission framework Automation we can improve dependability, Power Quality and power taking care of and conveyance limit/the executives. The usage of computerization is exorbitant and complex strategy with expanding utilization of intensity hardware and gadgets gear, for execution in handy existing field. 2. Huizhong Song , Ming Dong , Rongjie Han, Fushuan Wen Md. Abdus Salam , Xiaogang Chen , Hua Fan and Jian Ye 20 July 2018 At the point when a fault happens in a segment or a part of a given power framework, the failing of defensive transfers (PRs) and circuit breakers (CBs), and the false and missing cautions, may obviously entangle the fault conclusion strategy. As a part of stochastic programming, the all around created possibility compelled programming approach gives a proficient method to take care of programming issues full of vulnerabilities. The hereditary calculation joined with Monte Carlo reenactments are then utilized to tackle the advancement demonstrate. Stochastic Programming So as to deal with dubious components, including breaking down and other ill-advised activities of PRs and CBs, notwithstanding false as well as missing cautions, a shot obliged programming model is brought into power framework fault determination. The Monte Carlo reproduction based hereditary calculation is utilized to comprehend the created enhancement show. Moreover, the calculation speed of the created strategy meets the necessities of on-line fault finding applications. 3. Divyapradeepa T Vol. 6, Issue 11, November 2017 In this paper we portray a procedure which is utilized to achieve a solid decision about the power lattice observing and controlling through SCADA. On the off chance that issue happens, the hand-off will trip so we can without much of a stretch distinguish the area and investigate the issue through labor and screen the substation. PLC & SCADA The utilization of PLCs (Programmable Logic Controllers) in substation and dispersion robotization application has developed as of late. The financial aspects of plc based arrangement imply that substation mechanization and SCADA arrangement can be connected considerably more broadly. 4. Ing. Komi Agbesi1, Felix Attuquaye Okai, January 2016 The framework naturally distinguishes faults, examinations and arranges these deficiencies and afterward, computes the fault separation from the control room utilizing an impedance-based calculation strategy. At long last the fault data is transmitted to the control room. Taking everything into account, the time required to find a fault is radically diminished, as the framework naturally and GSM modem, PIC 16F877 Microcontroller, RS-232 connector In end the proposed framework will give a decrease in the time required to find a fault via consequently giving exact fault area data. It will likewise permit administrators, for example, GRID to accurately identify and find faultd sections on their transmission lines and, accordingly, limit control desruptions to dissemination substations and help spare costly transformers.
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International Research Journal
of Engineering and Technology (IRJET) e-ISSN: 2395-0056 Volume: 06 Issue: 03 | Mar 2019 www.irjet.net p-ISSN: 2395-0072 © 2019, IRJET | Impact Factor value: 7.211 | ISO 9001:2008 Certified Journal | Page 2135 precisely gives exact fault area data. 5. Kunjin Chen, Caowei Huang, Jinliang He 10th February 2016 An extensive survey on the strategies utilized for fault identification, order and area in transmission lines and conveyance frameworks is introduced in this examination. Fault location procedures are talked about on the premise offeature extraction. Hybrid Transmission Lines, Wide-Area Fault Location, Series- Compensated Lines, Fuzzy Logic, Artificial Neural Network. An assortment of techniques are presented and agent works are introduced in detail. Notwithstanding the traditional models, for example, ANN and SVM, we likewise present some encouraging new models developed of late. we propose the conceivable pattern for future works, including the use of models, for example, RBM and CNN. We likewise advanced the likelihood of utilizing the most recent AI models to encourage the fault loclocation assignments. 6. Majid Jamil, Rajveer Singh∗, Sanjeev Kumar Sharma 1 March 2015 In this proposed work a fuzzy logic based calculation utilizing discrete wavelet change is produced for distinguishing the different faults in the electrical conveyance framework for an uneven appropriation electrical power framework. This method is fit to distinguish the ten distinct sorts of deficiencies with insignificant impact of variety in fault initiation point, stacking and different parameters of the power appropriation framework. Fuzzy Logic & Discrete Wavelet Transform The structure of any electrical power dispersion framework regularly changes in view of the changing of burden designs, exchanging of intensity framework supplies, sudden separate of producing units, and so on. The proposed strategy is completely compelling in arranging every one of the ten sorts of issues and for any conceivable blend of various power framework parameters. The testing of the proposed technique under different working conditions, diverse fault opposition and fault origin edges and correspondingly result got demonstrates that the outcomes are acceptable. 7. Daniel J Hansen P .E . , NRG Energy, Inc. 2014 IEEE As a lesson learned from a real- world incident, discovery of the vulnerability occurred during the investigation of a generating unit trip from a nearby switchyard fault immediately outside a generator step-up transformer (GSU) differential zone of protection. Problem resolution is correctable or minimized with the available features of microprocessor differential relays, with sufficient winding inputs, and the proper application of current transformer connections. Microprocessor Differential Relays, A noteworthy contributing component to the mis-task is the main fault: a line-to-ground fault on the C period of the 230kV East Bus, bringing about the clearing of the transport and opening the No. 3A breaker. With the second fault, all fault current commitments from the nearby switchyard go through the 3B and 3C breakers to the fault. Something else, the flows of the second fault could have part between parallel ways; the flows through the 3B and 3C breakers could have been considerably less. it is sensible to infer that little contrasts in the CT execution sufficiently made variety in the differential hand-off info, bringing about an activity. 8. M.M. Mansour a, Mohamed A.A. Wahab b, Wael M. Soliman c,* The Petri nets are utilized as a demonstrating apparatus to manufacture fault finding models of thing/section(s) of intensity Petri Nets The proposed strategy can be connected on expansive power age station through building Petri net model for each segment. In addition,
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International Research Journal
of Engineering and Technology (IRJET) e-ISSN: 2395-0056 Volume: 06 Issue: 03 | Mar 2019 www.irjet.net p-ISSN: 2395-0072 © 2019, IRJET | Impact Factor value: 7.211 | ISO 9001:2008 Certified Journal | Page 2136 21 May 2013 station which intend to analyze precisely the deficiencies when an extensive sum data of SCADA framework is recognized in the control room. It can analyze and appraise the defective thing/section(s) accurately for numerous shortcomings just as straightforward issues. it can manage mis-tasks of the circuit Breakers. 9. Ravi V. Ghodchar and Dr. R.G.Karandikar NOVEMBER 2013 Larger part of deficiencies happening in these power frameworks are because of flaws in the transmission lines. This paper introduces a thorough writing study for similar investigation of various strategies utilized for fault recognition and examination dependent on wavelet change. Different Methodologies Used wavelet based strategy is best for the investigation of L-L-L fault, DL-G fault can't be recognized by it. The technique including DWT alongside the SVM gives lesser productivity of L-L-L fault recognizable proof; still it gives high precision for different sorts of fault. Accordingly we infer that this strategy is most fitting one for transmission line fault discovery and grouping. 10. C. Fortunato*, A. Casaca**, A. Grilo** and M. Santos* FEB 2012 The hardware and software architectures of the envisaged sensor solution will also be described and finally, the integration of this system into Smart Grids will be discussed in terms of automatic fault analysis. The purpose is to obtain faster and more reliable information about the disruptions in the power distribution network and their location. Furthermore, the wireless sensors allow remote detection of medium and low voltage (MV/LV) power transformer hotspots in order to identify emerging malfunction as well as detection of intrusion in the MV/LV power transformers. Wireless Sensor Network In the proposed methodology, the obtained current signs, hotspots pictures signs and interruption recognition pictures are transmitted to the SCADA System. To recognize the flawed task it will be utilized the program to identify the towers in which the deficiencies exist. This Project can likewise be incorporated into the Distribution Automation (DA), which is a key part of the keen network. The sensors, then again, could transmit the signs of fault area so as to address it by means of the switch in MV blended systems.. 11. Wenxin Guo, Fushuan Wen, Gerard Ledwich, Senior Member, IEEE, Zhiwei Liao, Xiangzhen He, and Junhui Liang VOL. 25, NO. 3, JULY 2010 Accordingly, the unpredictability of the fault determination could be enormously expanded. The current investigative models for power framework fault determination don't efficiently address the conceivable breakdowns of PRs and additionally CBs, and thus may prompt wrong conclusion results if such glitches do happen. Relays And Circuit Breakers In light of the current expository model-based strategies, a novel systematic model is displayed for power framework fault finding with breakdowns of PRs and CBs considered. The created model couldn't just gauge the fault areas, yet in addition recognize the broke down PRs and CBs, just as the erroneous and missing cautions. 12. Abolfazl Rahmani, Javad Haddadnia Omid seryasat 2010 IEEE In light of the current diagnostic model-based strategies, a novel logical model is exhibited for power framework fault analysis with breakdowns of PRs and CBs considered. The created model couldn't just gauge the fault Thermo Vision Technique In this paper a productive procedure for the insightful recognition of two sorts of the deficiencies happened in low presser boards of dissemination systems has been displayed by utilizing ZM and SVM. At last the kind of the issues in the link head and
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International Research Journal
of Engineering and Technology (IRJET) e-ISSN: 2395-0056 Volume: 06 Issue: 03 | Mar 2019 www.irjet.net p-ISSN: 2395-0072 © 2019, IRJET | Impact Factor value: 7.211 | ISO 9001:2008 Certified Journal | Page 2137 segments, yet in addition distinguish the failed PRs and CBs, just as the erroneous and missing cautions. circuit base, that were like one another and their separation was troublesome. By thoughtfulness regarding the decent variety and spread of the hardware of dissemination organizes, the value and adequacy of the introduced technique is increasingly self- evident. 13. M. M. Ahmed, Member, IEEE and W. L. Soo 2008 IEEE SCADA , RTUs and electrical cable correspondence (PLC) framework have been utilized and created for recognizing, fault finding, fault confining, fault isolating and power rebuilding as far as equipment and programming. fault administration investigate take a shot at client side substation for working and controlling between the purchaser side framework and the substation. SCADA, RTU This exploration advances staff productivity by conveying staff to on location area just when essential. The working framework depicted here can decrease the quantity of blackouts and isolate the clients influenced by the shortcomings from the individuals who are not influenced the fault blackouts. In any case, clients still experience a momentary blackout amid the low side and high side checking until the suitable exchanging capacities are enacted and the fault area is to be actually recognized. 14. Heung-Jae Lee, Member, IEEE, Bok-Shin Ahn, Member, IEEE, and Young-Moon Park, Fellow, IEEE JANUARY 2000 The regressive inaccurate thinking process is connected for the fault area estimation utilizing the learning of topology, the task principles of defensive gadgets, heuristic information of very much prepared administrators, and quick alerts. The proposed framework has been tried in a nearby control focus in Korea as a piece of a smart direction framework for the SCADA administrators. Distribution substations An on-line fault analysis master framework was created to help the SCADA administrators. The framework analyze different faults in numerous substations dependent on the estimated thinking process. 3. CONCLUSION Early fault recognition can limit plat downtime, broadened gear life, increment the wellbeing and decrease fabricating costs. Number of issues must be viewed as while picking specific fault recognition technique. Most critical are: sort of disappointments, depiction of procedure structure, process elements, accessible procedure signals, process unpredictability, accessible measure of procedure input-yield information and procedure reasonableness for portrayal regarding rules. Easiest methodology is immediate farthest point checking of quantifiable variable. A few procedures produce intermittent or stochastic signs that can be utilized for fault discovery if changes in flag models are brought about by procedure shortcomings. At the point when extensive measure of procedure input-yield information can be acquired, yet process structure is obscure or too complex to possibly be displayed, design acknowledgment techniques can be utilized. Procedure display based fault discovery incorporates process elements and non-quantifiable state factors, yet requires exact models and is less demanding to apply for all around characterized procedures, for example, electrical and mechanical then for warm and concoction forms. On the off chance that fundamental connection among shortcomings and manifestations is known in type of principles information based strategies are the decision. REFERENCE 1) R. Isermann, Fault-Diagnosis Systems, Springer, Berlin, 2006
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International Research Journal
of Engineering and Technology (IRJET) e-ISSN: 2395-0056 Volume: 06 Issue: 03 | Mar 2019 www.irjet.net p-ISSN: 2395-0072 © 2019, IRJET | Impact Factor value: 7.211 | ISO 9001:2008 Certified Journal | Page 2138 2) R. Isermann,“Model-Based Fault Detection And Diagnosis-Status And Applications”, Annual Reviews in Control, Vol. 29, Is. 1, 2005 3) R. Isermann, "Process Fault Detection Based on Modeling and Estimation Methods–A Survey”, Automatica, Vol. 20, No. 4, 1984 4) I. Castillo and T. Edgar, “Model Based Fault Detection and Diagnosis”, TWCCC Conference, Spring 2008, Austin, Texas 5) V. Venkatasubramanian, R. Rengaswamy, S. N. Kavuri and K. Yin, “A review of process fault detection and diagnosis Part I: Quantiative model-based methods”, Computers and Chemical Engineering, No. 27, 2003,pp. 293-311 6) V. Venkatasubramanian, R. Rengaswamy and S. N. Kavuri, “A review of process fault detection and diagnosis Part II: Qualitative models and search strategies”, Computers and Chemical Engineering, No. 27, 2003, pp. 313-326 7) V. Venkatasubramanian, R. Rengaswamy, S. N. Kavuri and K. Yin, “A review of process fault detection and diagnosis Part III, Process history based methods”, Computers and Chemical Engineering, No. 27, 2003, pp. 327-346 8) S. Katipamula and M. R. Brambley, “Methods for Fault Detection, Diagnostics, and Prognostics for Building Systems – A Review, Part I”, HVAC&R Research, Vol. 11, No. 1, January 2005 9) S. Katipamula and M. R. Brambley, “Methods for Fault Detection, Diagnostics, and Prognostics for Building Systems – A Review, Part II”, HVAC&R Research, Vol. 11, No. 2, April 2005 10) A. S. Willsky, “A Survey of Design Methods for Failure Detection in Dynamic Systems”, Automatica, Vol. 12, pp. 601- 611,1976 11) L. H. Chiang, E. L. Russel and R. D. Braatz, Fault Detection and Diagnosisin Industrial Systems,Springer- Verlag,London,UK,2001 12) P. M. Frank, “Fault Diagnosis in Dynamic Systems Using Analytical and Knowledge-based Redundancy, A Survey and Some New Results”, Automatica, Vol. 26, No. 3, pp. 459-474, 1990,UK 13) S. Verron, T. Tiplica and A. Kobi, Fault detection of univariate non-Gaussian data with Bayesian network, IEEE International Conference on Industrial Technology (ICIT'10), 2010 14) Y. Tharrault, G. Mourot, J. Ragot and D. Maquin, “Fault Detection And Isolationwith Robust Principal Component Analysis”, Int. J. Appl. Math. Comput. Sci., 2008, Vol. 18, No. 4, 429–442 15) D. Garcıa-Alvarez, “Fault detection using Principal Component Analysis (PCA) in a Wastewater Treatment Plant (WWTP)”, 62-th Int. Student's Scientific Conf, Saint-Petersburg, 13-17 April,2009 16) G. Verdier and Ariane Ferreira, “Adaptive Mahalanobis Distance and k-Nearest Neighbor Rule for Fault Detection in Semiconductor Manufacturing”, EMSE-CMP WP 2009/14 17) A. N. Vishwanath Rao, “Application of Auto Associative Neural Network for Aero Engine Control System Sensor Fault Detection, Isolation and Accomodation”,DRDO Sci.Spec.,March2009,pp.12-15 18) J. L. Aravena and F. N. Chowdhury, “Fault Detection Of Flight Critical Systems”, DASC. The 20th Conf., Oct. 2001, Daytona, Fla. 19) H. Long and X. M. Wang, “Aircraft Fuel System Diagnostic Fault Detection Through Expert System”, 25th International Congress of the Aeronautical Sciences, September 2006, Hamburg, Germany 20) F. Kimmich and R. Isermann, “Model Based Fault Detection For The Injection, Combustion And Engine-Transmission”, 15th IFAC, 21–26 July 2002
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