Development and validation of a twin shaft industrial gas turbine performance model
Gas turbine performance is very responsive to ambient and operational conditions. If the engine is not operating at its optimum conditions, there will be high energy consumption and environmental pollution. Hence, a precise simulation model of a gas turbine is needed for performance evaluation and f...
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Asian Research Publishing Network
2016
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my.utp.eprints.253682021-08-27T12:59:10Z Development and validation of a twin shaft industrial gas turbine performance model Baheta, A.T. Sidahmed, M. Suleiman, S.A. Fentaye, A.D. Ghazali, S.A.S. Gas turbine performance is very responsive to ambient and operational conditions. If the engine is not operating at its optimum conditions, there will be high energy consumption and environmental pollution. Hence, a precise simulation model of a gas turbine is needed for performance evaluation and fault detection and diagnostics. This paper presents a twin shaft industrial gas turbine modeling and validation. To develop the simulation model component maps are important, however they are property of the manufacturers and classified documents. In this case, known the compressor pressure ratio, speed, and flow rate, the missing design parameters, namely turbines inlet temperatures and pressure ratios were predicted using GasTurb simulation software. Once the design parameters are developed, the nearest compressor and turbine maps were selected from GasTurb map collection. Beta lines were introduced on each map so that the exact corresponding value can be picked for a given two parameters of a given map. After the completion of components model, a simulation model was developed in Matlab environment. The equations governing the operation of individual component were solved using iteration method. The simulation model has modular nature; it can be modified easily when a change is required. The parameters that the model can predict include terminal temperature and pressure, flow rate, specific fuel consumption, thermal efficiency and heat ratio. To demonstrate the validity of the developed model, the performance of GE LM2500 twin shaft gas turbine operating in a gas oil industry at Resak PETRONAS platform in Malaysia was predicted and compared with operational data. The results showed that an average of 5, 3.8 and 3.7 discrepancies for compressor discharge temperature and pressure, and fuel flow rate, respectively. This comparison of results showed good agreement between the measured and predicted parameters. Thus, the developed model can be helpful in performance evaluation of twin shaft gas turbines and generation of data for training and validation of a fault detection and diagnostic model. © 2006-2016 Asian Research Publishing Network (ARPN). Asian Research Publishing Network 2016 Article NonPeerReviewed https://www.scopus.com/inward/record.uri?eid=2-s2.0-85007238842&partnerID=40&md5=58de3934985d75132799c052cc28f828 Baheta, A.T. and Sidahmed, M. and Suleiman, S.A. and Fentaye, A.D. and Ghazali, S.A.S. (2016) Development and validation of a twin shaft industrial gas turbine performance model. ARPN Journal of Engineering and Applied Sciences, 11 (22). pp. 13365-13371. http://eprints.utp.edu.my/25368/ |
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Gas turbine performance is very responsive to ambient and operational conditions. If the engine is not operating at its optimum conditions, there will be high energy consumption and environmental pollution. Hence, a precise simulation model of a gas turbine is needed for performance evaluation and fault detection and diagnostics. This paper presents a twin shaft industrial gas turbine modeling and validation. To develop the simulation model component maps are important, however they are property of the manufacturers and classified documents. In this case, known the compressor pressure ratio, speed, and flow rate, the missing design parameters, namely turbines inlet temperatures and pressure ratios were predicted using GasTurb simulation software. Once the design parameters are developed, the nearest compressor and turbine maps were selected from GasTurb map collection. Beta lines were introduced on each map so that the exact corresponding value can be picked for a given two parameters of a given map. After the completion of components model, a simulation model was developed in Matlab environment. The equations governing the operation of individual component were solved using iteration method. The simulation model has modular nature; it can be modified easily when a change is required. The parameters that the model can predict include terminal temperature and pressure, flow rate, specific fuel consumption, thermal efficiency and heat ratio. To demonstrate the validity of the developed model, the performance of GE LM2500 twin shaft gas turbine operating in a gas oil industry at Resak PETRONAS platform in Malaysia was predicted and compared with operational data. The results showed that an average of 5, 3.8 and 3.7 discrepancies for compressor discharge temperature and pressure, and fuel flow rate, respectively. This comparison of results showed good agreement between the measured and predicted parameters. Thus, the developed model can be helpful in performance evaluation of twin shaft gas turbines and generation of data for training and validation of a fault detection and diagnostic model. © 2006-2016 Asian Research Publishing Network (ARPN). |
| format |
Article |
| author |
Baheta, A.T. Sidahmed, M. Suleiman, S.A. Fentaye, A.D. Ghazali, S.A.S. |
| spellingShingle |
Baheta, A.T. Sidahmed, M. Suleiman, S.A. Fentaye, A.D. Ghazali, S.A.S. Development and validation of a twin shaft industrial gas turbine performance model |
| author_facet |
Baheta, A.T. Sidahmed, M. Suleiman, S.A. Fentaye, A.D. Ghazali, S.A.S. |
| author_sort |
Baheta, A.T. |
| title |
Development and validation of a twin shaft industrial gas turbine performance model |
| title_short |
Development and validation of a twin shaft industrial gas turbine performance model |
| title_full |
Development and validation of a twin shaft industrial gas turbine performance model |
| title_fullStr |
Development and validation of a twin shaft industrial gas turbine performance model |
| title_full_unstemmed |
Development and validation of a twin shaft industrial gas turbine performance model |
| title_sort |
development and validation of a twin shaft industrial gas turbine performance model |
| publisher |
Asian Research Publishing Network |
| publishDate |
2016 |
| url |
https://www.scopus.com/inward/record.uri?eid=2-s2.0-85007238842&partnerID=40&md5=58de3934985d75132799c052cc28f828 http://eprints.utp.edu.my/25368/ |
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1738656720313384960 |
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13.211869 |