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Monitoring and analysis of reliaibility of electrical distribution system
1.
International Journal of
Electrical Engineering and Technology (IJEET), ISSN 0976 â 6545(Print), ISSN 0976 â 6553(Online) Volume 4, Issue 2, March â April (2013), © IAEME 330 MONITORING AND ANALYSIS OF RELIAIBILITY OF ELECTRICAL DISTRIBUTION SYSTEM USING MATLAB â A CASE STUDY Shubhangi Arbale* and Rajesh M Holmukhe** *Post graduate student (ME Electrical) **Associate Professor in Electrical Engineering Electrical Engineering Department, Bharati Vidyapeeth Deemed University College of Engineering Pune, India ABSTRACT Electrical Power distribution reliability and quality are the key challenges faced by the electrical utility industry in current scenario. Technology alone cannot provide a solution to power reliability and quality problems and there exists a variety of procedures and programs that can be put in place to ensure reliable, high quality electric supply. Due to its high impact on the cost of electricity and its direct correlation with consumer, distribution reliability continues to be one of the most important topic in the electric power industry. This study presents new method of assessing and improving reliability along with the factors that affect it. A reliability analysis program of a sample model using MATLAB software is developed. Also algorithm and flowcharts which generate reports and graphs are specified. Keywords- Power quality, Distribution reliability, MATLAB 1. INTRODUCTION The primary objective of any electric utility company in the new competitive environment would be to increase the market value of the services it provides with the right amount of reliability and at the same time lower its costs for operation, maintenance, and construction of new facilities in order to provide lower rates for consumers. At present, the electric power industry is undergoing considerable change with respect to structure, INTERNATIONAL JOURNAL OF ELECTRICAL ENGINEERING & TECHNOLOGY (IJEET) ISSN 0976 â 6545(Print) ISSN 0976 â 6553(Online) Volume 4, Issue 2, March â April (2013), pp. 330-337 © IAEME: www.iaeme.com/ijeet.asp Journal Impact Factor (2013): 5.5028 (Calculated by GISI) www.jifactor.com IJEET © I A E M E
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International Journal of
Electrical Engineering and Technology (IJEET), ISSN 0976 â 6545(Print), ISSN 0976 â 6553(Online) Volume 4, Issue 2, March â April (2013), © IAEME 331 operation, and regulation. The various electric utility acts introduced in India have initiated the restructuring process and the traditional vertically integrated utility structure consisting of generation, transmission and distribution functions has been dismantled. Instead, distinct generation, transmission, and distribution companies have been established in which each company performs a single function in the overall electricity supply task. As a result, the overall responsibility of serving the individual customer needs does no longer reside in a single electric utility, as was the case in the vertically integrated utility structure. In order to appreciate the reliability issues arising in the present electric power industry environment, it is necessary to recognize the many faces and actions that are shaping the environment. The deregulation legislations establish the many new entities to facilitate system operations and market functions independent of owners of facilities. As consumers will increasingly demand lower rates and higher reliability in the new competitive environment, the challenging task of an electric utility company will be to minimize the capital investments and operation and maintenance expenditures to hold down electricity rates. If, however, the cost is cut too far, it may endanger the systemâs ability to supply reliable power to its consumers. The movement toward deregulation will therefore introduce a wide range of reliability issues that will require system reliability criteria and tools that can incorporate the residual risks and uncertainties in system. 2. NEED, RESEARCH PROBLEM, STUDY AREA AND OBJECTIVES OF THE STUDY The distribution reforms have been identified as the key area for putting the power sector on the right track. The strategies identified are aimed at improving financial viability, reduction of T&D losses, improving customer satisfaction, increasing reliability and quality of power supply. The power system is vulnerable to system abnormalities such as control failures, protection or communication system failures, and disturbances, such as lightning, and human operational errors. Therefore, maintaining a reliable power supply is a very important issue for power systems design and operation. The economic and social effects of loss of electric service have significant impacts on both the utility supplying electric energy and the end users of electric service. The cost of a major power outage confined to one state can be on the order of tens of millions of rupees. If a major power outage affects multiple states, then the cost could exceed @Rs 100 million. Reliability overall can be improved by lowering either the frequency or the duration of interruptions. Preventive Maintenance activities could impact on the frequency by preventing the actual cause of the failure. Consequently, preventive measures are cost-effective when the reliability beneïŹt outweighs the cost of implementing the preventive measures. There is, therefore, a need for utilities to incorporate systematic methods which relate maintenance of system assets to the improvement in system reliability. This is part of the wider concept of asset management. Asset management involves making decisions to allow the network business to maximize long term proïŹts. While delivering high service, maintenance planning techniques have separately been well developed, with reliability assessment starting in the 1930s .However; few techniques relate system reliability to component maintenance. Furthermore, the available techniques are not generally put into practice. The reason for this is the lack of suitable input data and a reluctance to use theoretical tools to address the practical problem of maintenance planning
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International Journal of
Electrical Engineering and Technology (IJEET), ISSN 0976 â 6545(Print), ISSN 0976 â 6553(Online) Volume 4, Issue 2, March â April (2013), © IAEME 332 STATEMENT OF RESEARCH PROBLEM Reliable electric power supply is essential for modern society. The extensive use of electricity has led to a high susceptibility to power failures. In this way, reliability of supply has gained focus and it is considered increasingly important for electric power system planning and operation. In this paper, an overview of the state of the art of power system reliability analysis using MATLAB is studied. The paper is addressed to readers with interest in using different software for reliability analysis methods. The motivation behind this paper is to establish a comprehensive overview of the field of power system reliability assessment techniques and to serve as input for further research and development in the area of applicability. STUDY AREA The area of study for this analysis is a small distribution substation region where numbers of consumers are within one lakh and type of consumers are is either residential, commercial or Industrial (i.e. LT and HT consumers both ).This system can be used for any type of distribution system with certain modifications. OBJECTIVES The objective of reliability monitoring is manifold and is as follows: 1. Furnish management with performance data regarding the reliability and quality of electrical system as a whole and for each voltage level and operating area. 2. Provide data for comparison of electrical system performance among consenting companies. 3. Provide data for analysis of reliability of service in a given area (geographical, political, operating, etc) to determine how factors such as design differences, environment or maintenance methods, and operating practices affect performance. 4. Maintenance scheduling and Resource allocation 3. SIGNIFICANCE OF THE STUDY Electric power distribution systems constitute the greatest risk to the interruption of power supply. Earlier distribution systems have received less attention than generation and transmission systems .Presently, focus is moving toward distribution as the electrical distribution companies business focus changes from consumers to customers. Deregulation of the power system market has led to a shift from technical to economic driving factors. The utilities that own and operate the power distribution systems now face various market requirements. On the one hand, customers are paying for a service (delivered energy) and the authorities are imposing regulation, supervision, and compensation depending on the degree to which contractual and other obligations are fulïŹlled. On the other hand, utilities must ensure that their expenditure is cost-effective. This means that electricity utilities must satisfy quantitative reliability requirements while at the same time minimizing their costs. One predominant expense for a utility is the cost of maintaining system assets, for example through adopting preventive measures, collectively called preventive maintenance (PM).PM measures can impact on reliability by either improving the condition, or prolonging the lifetime of an asset.
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International Journal of
Electrical Engineering and Technology (IJEET), ISSN 0976 â 6545(Print), ISSN 0976 â 6553(Online) Volume 4, Issue 2, March â April (2013), © IAEME 333 METHODOLOGY ADOPTED FOR THE STUDY The researchers have done field visits to distribution substation in Solapur and Pune cities located in state of Maharashtra (India).Informal discussions were conducted with engineers and officers from these distribution companies/Utilities. DIFFERENCE BETWEEN CMS (Consumer monitoring System i.e. presently used in electrical distribution companies/ utilities e.g. MAHADISCOM / MSEB) AND RELIABILITY ANALYSIS system USING MATLAB(studied and developed by researchers) Table 1 Sr. No. CMS MATLAB 1 Problem of consumer mapping. As this system is operated online, therefore no consumer mapping problem 2 Possibilities of human error are more. No possibility of human error, as all the data is fed automatically to the system. 3 Cannot be interfaced with SCADA and/or SAMRTGRID Easily interfaced with SCADA and SAMRTGRID by using processors 4 Input data is fed to the system manually. Input data is fed to the system automatically 4. SAMPLE MODEL FOR ANALYSIS Fig. 1 Sample Model for Analysis This circuit diagram is for distribution system which distributes power to Industrial area and residential area 1 and 2.It consists of three phase voltage source in series with RL branch. This source is connected to two winding transformer through three phase VI measurement link. Then the connection is given to different consumers (i.e. residential,
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International Journal of
Electrical Engineering and Technology (IJEET), ISSN 0976 â 6545(Print), ISSN 0976 â 6553(Online) Volume 4, Issue 2, March â April (2013), © IAEME 334 industrial etc ) through 25KV feeder which is a transmission line with a single PI section. The model consists of one set of RL series elements connected between input and output terminals and two sets of shunt capacitance lumped at both ends of the line. The scope is used to check the output. 5. POWER GENERATION UNIT- SUBSYSTEM: This is a subsystem of generating unit It consists of three phase synchronous machine with three phase parallel RLC load. Further through the step down transformer (13.8KV/120 KV), the supply is given to lines via connection 1, 2, 3.as shown in the following block. Fig.2 Power Generation Unit: Subsystem Fig.3 Flow chart for analysis of Reliability Indices Start Prepare sample model in Simulink Insert Fault Add interruption time Run Model for 8.64 sec. Analyze the model which calculate SAIFI, SAIDI,CAIDI values Generate report in table format and in the form of graph. Running directly power distribution GUI End End
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International Journal of
Electrical Engineering and Technology (IJEET), ISSN 0976 â 6545(Print), ISSN 0976 â 6553(Online) Volume 4, Issue 2, March â April (2013), © IAEME 335 FAULT PATTERN FOR INDUSTRIAL AREA AND RESIDENTIAL AREA Fig.4 Simulation Result: Output for Fig 5. Simulation Result: Output for Industrial Area Residential Area This graph gives fault current with respect to time(i.e. fault pattern) for industrial area (fig 4)and residential area(fig 5) .During fault when current drops below 100A, then the magnitude of current in all three phases for each interruption is seen. OUTPUT Table 2. Annual Overall Performance Indices
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International Journal of
Electrical Engineering and Technology (IJEET), ISSN 0976 â 6545(Print), ISSN 0976 â 6553(Online) Volume 4, Issue 2, March â April (2013), © IAEME 336 Fig.6 Overall Performance Indices Fig.7 Overall Performance Indices The overall performance indices (Fig 6 and 7)gives pictorial presentation of magnitude of SAIFI, SAIDI, CAIFI which helps to find out the area with poor reliability and determine the places where modification, maintenance and renovation is required in power distribution system. In month of May SAIDI is 241.022 minutes, it means that the average customer was out for 241.022 minutes on month of May. CAIDI is 12463.5 minutes, it means, on average, any customer who experienced an outage in May was out of service for 12463.5 minutes. SAIFI is 10, this means that in month of May , the customers at this utility had 10 probability of experiencing a power outage. SAIFI can also be found by dividing the SAIDI value by the CAIDI value, 6. CONCLUSION In this study, a simple and efficient reliability monitoring and analysis method has been proposed for determining reliability Indices. This MATLAB Software oriented analysis can be applied for any type of configuration of the distribution system and on line assessment is also possible with certain modifications and additional processors. Reliability monitoring provides data for analysis to determine reliability of service in a given area (geographical, political, operating, etc) to determine how factors such as design differences, environment or maintenance methods, and operating practices affect performance. This will help to obtain the optimum improvement in reliability per rupee spent for design, maintenance and operating programs and in addition, use this information to predict the performance of future transmission and distribution system arrangements. The system studied and developed here can be integrated with SCADA and /or Smart Grid. In present system used by distribution utilities in Maharashtra (India), the main difficulty is consumer mapping of large number of consumers. Presently there are different steps used by distribution utilities e.g. fixing source of supply to consumer from distribution transformer centre, carrying out pole to pole survey, thus determining the consumer location with pole number to feed input from DTC (distribution transformer) , billing ,tally of billed consumption for energy audit etc .The MATLAB system studied and developed by researchers will provides solution to consumer mapping problem as this system automatically operates such that correct Indices are calculated with proper consumer mapping. 0 5000 10000 15000 20000 25000 30000 January February March April May June July August Septem⊠Octomber November December SAIDI(Min) SAIFI(No) CAIDI(Min) 0 5000 10000 15000 20000 25000 30000 January February March April May June July August September Octomber November December SAIDI(Min) SAIFI(No) CAIDI(Min)
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International Journal of
Electrical Engineering and Technology (IJEET), ISSN 0976 â 6545(Print), ISSN 0976 â 6553(Online) Volume 4, Issue 2, March â April (2013), © IAEME 337 ACKNOWLEDEMENT Bharati Vidyapeeth Deemed University College of Engineering, Pune, Maharashtra state (India) for providing lab for experimentation, library for journals/books and MATLAB software facilities. Maharashtra State Electricity Distribution Co. Ltd, Pune and solapur, Maharashtra state (India) for necessary information. REFERENCES [1] Reliability of Electric Utility Distribution Systems: EPRI White Paper, EPRI, Palo Alto, CA. [2] Brown R. E., Electric Distribution System Reliability, Marcel Dekker, New York, 2002. [3] Gaver D.P., Montmeat F.E,. Patton A.D, Power system reliability: IâMeasures of reliability and methods of calculation. IEEE Trans. Power Apparatus Syst., Vol. 83, pp. 727-737, July, 1964. [4] Patton D., "Determination and Analysis of Data for Reliability Studies," IEEE Transactions on Power Apparatus and Systems, PAS-87, January 1968. [5] Broadwater R P., Shaalan H E., Distribution system reliability and restoration analysis, Electric Power System Research, 29 (1994) pp. 203-211 [6] Montmeat C. E, Patton A.D., Zemkowski J., Cumming D. J., Power system reliability IIâApplications and a computer program, IEEE Trans. Power Apparatus Syst., Vol. PAS-87, pp. 636-643, July, 1965. [7] Dr C.K.Panigrahi, P.K.Mohanty, A.Nimje, N.Soren, A.Sahu and R.K.Pati, âEnhancing Power Quality and Reliability in Deregulated Environmentâ, International Journal of Electrical Engineering & Technology (IJEET), Volume 2, Issue 2, 2011, pp. 1 - 11, ISSN Print : 0976-6545, ISSN Online: 0976-6553. [8] Dr. V.Balaji and E.Maheswari, âModel Predictive Control Techniques for CSTR using MATLABâ, International Journal of Electrical Engineering & Technology (IJEET), Volume 3, Issue 3, 2012, pp. 121 - 129, ISSN Print : 0976-6545, ISSN Online: 0976-6553. [9] Flt Lt Dinesh Kumar Gupta, âLinear Programming in MATLABâ International Journal of Industrial Engineering Research and Development (IJIERD), Volume 4, Issue 1, 2013, pp. 19 - 24, ISSN Online: 0976 - 6979, ISSN Print: 0976 - 6987. FIELD VISITS Various electricity distribution substations in Pune and solapur city in state of Maharashtra (India). WEBSITES 1) www.cumminspower.com/ Accessed in year 2012 2) www.mahdiscom.com/ Accessed in year 2012 3) www.matlab.com/ Accessed in year 2010 4) www.merc.com/ Accessed in year 2013
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