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                <journal-meta>
                                                                <journal-id>saujs</journal-id>
            <journal-title-group>
                                                                                    <journal-title>Sakarya University Journal of Science</journal-title>
            </journal-title-group>
                                        <issn pub-type="epub">2147-835X</issn>
                                                                                            <publisher>
                    <publisher-name>Sakarya University</publisher-name>
                </publisher>
                    </journal-meta>
                <article-meta>
                                        <article-id pub-id-type="doi">10.16984/saufenbilder.820735</article-id>
                                                                <article-categories>
                                            <subj-group  xml:lang="en">
                                                            <subject>Electrical Engineering</subject>
                                                    </subj-group>
                                            <subj-group  xml:lang="tr">
                                                            <subject>Elektrik Mühendisliği</subject>
                                                    </subj-group>
                                    </article-categories>
                                                                                                                                                        <title-group>
                                                                                                                                                            <article-title>Developing A Process Parameter Based Performance Monitoring and Evaluation System for Power Plant</article-title>
                                                                                                    </title-group>
            
                                                    <contrib-group content-type="authors">
                                                                        <contrib contrib-type="author">
                                                                    <contrib-id contrib-id-type="orcid">
                                        https://orcid.org/0000-0003-3998-1785</contrib-id>
                                                                <name>
                                    <surname>Bulut</surname>
                                    <given-names>Mehmet</given-names>
                                </name>
                                                                    <aff>Elektrik Üretim A.Ş, Atılım Üniversitesi</aff>
                                                            </contrib>
                                                                                </contrib-group>
                        
                                        <pub-date pub-type="pub" iso-8601-date="20210630">
                    <day>06</day>
                    <month>30</month>
                    <year>2021</year>
                </pub-date>
                                        <volume>25</volume>
                                        <issue>3</issue>
                                        <fpage>723</fpage>
                                        <lpage>734</lpage>
                        
                        <history>
                                    <date date-type="received" iso-8601-date="20201103">
                        <day>11</day>
                        <month>03</month>
                        <year>2020</year>
                    </date>
                                                    <date date-type="accepted" iso-8601-date="20210420">
                        <day>04</day>
                        <month>20</month>
                        <year>2021</year>
                    </date>
                            </history>
                                        <permissions>
                    <copyright-statement>Copyright © 1997, Sakarya University Journal of Science</copyright-statement>
                    <copyright-year>1997</copyright-year>
                    <copyright-holder>Sakarya University Journal of Science</copyright-holder>
                </permissions>
            
                                                                                                                        <abstract><p>Today, there are many electricity production methods. Thermal power plants are still widely used for electricity production from hydrocarbon sources as one of the electricity generation options. Due to their complex structure, thermal power plants are composed of sections that interact with each other, and they are called units. A change in the performance of any unit or equipment affects the operation of the entire plant positively or negatively. Therefore, performance monitoring and evaluation systems are designed to support the measurement and monitoring of the performance of plant and equipment.  In order to increase the availability of the plant, equipment-based maintenance plans should be prepared according to the maintenance needs of the equipment. In this study, a power plant performance monitoring and evaluation system has been developed and designed using process parameters approach for the parameters affecting the performance of the plant. In order to monitor and evaluate the performance of thermal power plants, the requirements of the system were revealed and the efficiency and performance increases to be achieved by designing and using this system specific to a natural gas power plant were examined and results are given.</p></abstract>
                                                            
            
                                                                                        <kwd-group>
                                                    <kwd>Performance monitoring</kwd>
                                                    <kwd>  Electricity</kwd>
                                                    <kwd>  Power generation</kwd>
                                                    <kwd>  Evaluation</kwd>
                                                    <kwd>  Thermal power generation</kwd>
                                            </kwd-group>
                            
                                                                                                                                                <funding-group specific-use="FundRef">
                    <award-group>
                                                    <funding-source>
                                <named-content content-type="funder_name">TUBITAK</named-content>
                            </funding-source>
                                                                            <award-id>Project No. 110G092</award-id>
                                            </award-group>
                </funding-group>
                                </article-meta>
    </front>
    <back>
                            <ref-list>
                                    <ref id="ref1">
                        <label>1</label>
                        <mixed-citation publication-type="journal">[1] World Bank Group, “Electricity production from oil, gas and coal sources”, 2020. https://data.worldbank.org/indicator/ Accesed 25 Sep 2020.</mixed-citation>
                    </ref>
                                    <ref id="ref2">
                        <label>2</label>
                        <mixed-citation publication-type="journal">[2] K. Kawai, Y. Takizawa, S. Watanabe, “Advanced automation for powergeneration plants - past, present and future,” Control Engineering Practice 7, 1405-1411, 1999.</mixed-citation>
                    </ref>
                                    <ref id="ref3">
                        <label>3</label>
                        <mixed-citation publication-type="journal">[3] S. Cafaro, L. Napoli, A. Traverso, A.F. Massardo, “Monitoring of the thermoeconomic performance in an actual combined cycle power plant bottoming cycle,” Energy, 35, 902–910, 2010.</mixed-citation>
                    </ref>
                                    <ref id="ref4">
                        <label>4</label>
                        <mixed-citation publication-type="journal">[4] J. Cai, X. Ma, Q. Li, “On-line monitoring the performance of coal-fired power unit: A method based on support vector machine,” Applied Thermal Engineering, 29, 2308– 2319, 2009.</mixed-citation>
                    </ref>
                                    <ref id="ref5">
                        <label>5</label>
                        <mixed-citation publication-type="journal">[5] A. Valero, MA Lozano,JL Bartolome, “Online monitoring of power-plant performance, using exergetic cost techniques,” Appl Therm Eng, 16:933–48, 1996.</mixed-citation>
                    </ref>
                                    <ref id="ref6">
                        <label>6</label>
                        <mixed-citation publication-type="journal">[6] K. Swirski_, Power Plant Performance Monitoring Using Statistical Methodology Approach, Journal of Power Technologies, 91(2) pp. 63–76, 2011.</mixed-citation>
                    </ref>
                                    <ref id="ref7">
                        <label>7</label>
                        <mixed-citation publication-type="journal">[7] L. Li, “Process Performance Monitoring and Degradation Analysis, In Thermal Power Plants,” Ed. Mohammad Rasul, IntechOpen, 2012. Doi: 10.5772/27335.</mixed-citation>
                    </ref>
                                    <ref id="ref8">
                        <label>8</label>
                        <mixed-citation publication-type="journal">[8] M.B. Özdemir, T. Menlik, H.İ Variyenli, and L. Sevi, “Performance analysis and rehabilitation methods of a thermal power plant”, J. of Polytechnic, 20 (4): 971-978, 2017.</mixed-citation>
                    </ref>
                                    <ref id="ref9">
                        <label>9</label>
                        <mixed-citation publication-type="journal">[9] B. Saha, V. Patel and K. Chaterjee, &quot;Assessment of process parameter to improving power plant performance,&quot; 2014 Innovative Applications of Computational Intelligence on Power, Energy and Controls with their impact on Humanity (CIPECH), Ghaziabad, pp. 441-446, 2014. doi: 10.1109/CIPECH.2014.7019125.</mixed-citation>
                    </ref>
                                    <ref id="ref10">
                        <label>10</label>
                        <mixed-citation publication-type="journal">[10] T. Sudhakar, B. Anjaneya Prasad, K. Prahlada Rao, “Analysis of Process Parameters to Improve Power Plant Efficiency,” Journal of Mechanical and Civil Engineering (IOSR-JMCE), Volume 14, Issue 1 Ver. II, pp. 57-64, 2017.</mixed-citation>
                    </ref>
                                    <ref id="ref11">
                        <label>11</label>
                        <mixed-citation publication-type="journal">[11] S. Vasilica Oprea and A. Bâra, “Key Technical Performance Indicators for Power Plants,” In Recent Improvements of Power Plants Management and Technology, Ed. Aleksandar B. Nikolic and Zarko S. Janda, IntechOpen, 2017. DOI: 10.5772/67858.</mixed-citation>
                    </ref>
                                    <ref id="ref12">
                        <label>12</label>
                        <mixed-citation publication-type="journal">[12] J. M. Blanco, L. Vazquez, F. Peña, &quot;Investigation on a new methodology for thermal power plant assessment through live diagnosis monitoring of selected process parameters; application to a case study,&quot; Energy, Elsevier, vol. 42(1), pp. 170-180, 2012.</mixed-citation>
                    </ref>
                                    <ref id="ref13">
                        <label>13</label>
                        <mixed-citation publication-type="journal">[13] Z. Guo, S. Gu, P. Liu, Z. Li, “Operation dota based modelling and performance monitoring of steam turbine regenerative system under full working conditions,” Chemical Engineering Transactions, 61, 127-132, 2017. DOI:10.3303/CET1761019.</mixed-citation>
                    </ref>
                                    <ref id="ref14">
                        <label>14</label>
                        <mixed-citation publication-type="journal">[14] S. Malik, P.C. Tewari, “Performance modeling and maintenance priorities decision for the water flow system of a coalbased thermal power plant”, Int. J. Quality Reliab. Management, 35(4), pp. 996- 1010, 2018.</mixed-citation>
                    </ref>
                                    <ref id="ref15">
                        <label>15</label>
                        <mixed-citation publication-type="journal">[15] R. Kumar, A.K. Sharma , P.C. Tewari, “Performance modeling of furnace draft air cycle in a thermal power plant”, Int. J. Eng. Sci. Technol., 3 (8), pp. 6792-6798, 2011.</mixed-citation>
                    </ref>
                                    <ref id="ref16">
                        <label>16</label>
                        <mixed-citation publication-type="journal">[16] P.R. Kumar, V.R. Raju, N.R. Kumar, “Simulation and parametric optimization of thermal power plant cycles”, Perspect. Sci., 8, pp. 304-306, 2016.</mixed-citation>
                    </ref>
                                    <ref id="ref17">
                        <label>17</label>
                        <mixed-citation publication-type="journal">[17] R. Kumar, “Performance evaluation and decision support system of the water circulation system of a steam thermal power plant”, Elixir Mech. Eng., 44, pp. 7551- 7557, 2012.</mixed-citation>
                    </ref>
                                    <ref id="ref18">
                        <label>18</label>
                        <mixed-citation publication-type="journal">[18] A. Marjanović, Sanja Vujnović, Željko Ðurović, “One approach to temperature distribution control in thermal power plant boilers,” Automatika, 61:2, 273-283, 2020.</mixed-citation>
                    </ref>
                                    <ref id="ref19">
                        <label>19</label>
                        <mixed-citation publication-type="journal">[19] E.K. Arakelyan, A.V. Andryushin, V.R. Sabanin, S.V. Mezin, F.F.Pashchenko “Use of Modern Information Technologies to Improve Energy Efficiency of Thermal Power Plant Operation”, 2017 J. Phys.: Conf. Ser. 891-012286, 2017.</mixed-citation>
                    </ref>
                                    <ref id="ref20">
                        <label>20</label>
                        <mixed-citation publication-type="journal">[20] R. Patel Himanshukumar, Vipul A. Shah, “Fault Detection And Diagnosis Methods In Power Generation Plants - The Indian Power Generation Sector Perspective: An Introductory Review,” PDPU Journal of Energy &amp; Management, pp. 31-49, 2018.</mixed-citation>
                    </ref>
                                    <ref id="ref21">
                        <label>21</label>
                        <mixed-citation publication-type="journal">[21] Ya A Tynchenko and I V Kovalev, “Quality assessment of the fuel preparation production process at thermal power plants”, J. Phys.: Conf. Ser. 1515-052067, 2020.</mixed-citation>
                    </ref>
                                    <ref id="ref22">
                        <label>22</label>
                        <mixed-citation publication-type="journal">[22] S. M. Kim, Y. Jin Joo, Implementation of on-line performance monitoring system at Seoincheon and Sinincheon combined cycle power plant, Energy, 30, 2383–2401, 2005.</mixed-citation>
                    </ref>
                                    <ref id="ref23">
                        <label>23</label>
                        <mixed-citation publication-type="journal">[23] V. Verda, R. Borchiellini, “Exergy method for the diagnosis of energy systems using measured data”, Energy, Vol.32, pp.490- 498, 2007.</mixed-citation>
                    </ref>
                                    <ref id="ref24">
                        <label>24</label>
                        <mixed-citation publication-type="journal">[24] A. S. Karakurt, Ü. Güneş, Performance Analysis Of A Steam Turbine Power Plant At Part Load Conditions , Journal of Thermal Engineering, Vol. 3, No. 2, pp. 1121-1128, 2017.</mixed-citation>
                    </ref>
                                    <ref id="ref25">
                        <label>25</label>
                        <mixed-citation publication-type="journal">[25] H. Kim, M. Gyun Na, G. Heo, “Application Of Monitoring, Diagnosis, And Prognosis”, In Thermal Performance Analysis For Nuclear Power Plants, Nuclear Engineering And Technology, Vol. 46, Issue 6, pp. 737- 752, 2014.</mixed-citation>
                    </ref>
                                    <ref id="ref26">
                        <label>26</label>
                        <mixed-citation publication-type="journal">[26] M. Bulut, “Designing Performance Monitoring And Evaluation System Of A Thermal Power Plant Using Process Parameters”, In Engineering And Architecture Sciences Theory, Current Researches And New Trends, Cetinje, Montenegro: Ivpe Int. Publishing, pp. 160- 185, 2020. Doi.10.5281/Zenodo.4101427.</mixed-citation>
                    </ref>
                                    <ref id="ref27">
                        <label>27</label>
                        <mixed-citation publication-type="journal">[27] H. Hong, W.G. Yang, L. Zhong-Da, “PI database system and its application in power plant SIS”, Electric Power Automation Equipment, 11, 2004.</mixed-citation>
                    </ref>
                                    <ref id="ref28">
                        <label>28</label>
                        <mixed-citation publication-type="journal">[28] J. Cai, X. Ma, Q. Li, “Online monitoring the performance of coal-fired power unit: A method based on support vector machine”, Applied Thermal Engineering, Vol.29, pp.2308-2319, 2009.</mixed-citation>
                    </ref>
                                    <ref id="ref29">
                        <label>29</label>
                        <mixed-citation publication-type="journal">[29] L. Pan, D. Flynn, M. Cregan, “Statistical model for power plant performance monitoring and analysis”, Universities Power Engineering Conference, UPEC 2007. Vol.4, Issue 6, pp.121-126, 2007.</mixed-citation>
                    </ref>
                                    <ref id="ref30">
                        <label>30</label>
                        <mixed-citation publication-type="journal">[30] H.A. Silva Mattos, C. Bringhent, D. F. Cavalca, O.F. Reis Silva, G.B. Campos, J. T. Tomita, “Combined Cycle Performance Evaluation and Dynamic Response Simulation”, Journal of Aerospace Techn. and Management. vol.8 no.4, 2016.</mixed-citation>
                    </ref>
                                    <ref id="ref31">
                        <label>31</label>
                        <mixed-citation publication-type="journal">[31] Project Report, “Thermal power plant performance monitoring and evaluation system design and implementation”, TUBITAK Project No. 110G092, 2013.</mixed-citation>
                    </ref>
                                    <ref id="ref32">
                        <label>32</label>
                        <mixed-citation publication-type="journal">[32] F. Vidian, Tomi, “Simulation of 25 MWe Steam Power Plants Using Gate Cycle, Int. Journal of Engineering and Advanced Technology (IJEAT), Vol. 8 Issue 6, 2019.</mixed-citation>
                    </ref>
                            </ref-list>
                    </back>
    </article>
