Paper Type |
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Research Paper |
Title |
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Optimization Model using WASP-IV for Pakistan's Power Plants Generation Expansion Plan |
Country |
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Pakistan |
Authors |
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Engr. Muhammad Fahad Shinwari , Engr. Muhammad Latif , Naveed Ahmed , Hassan Humayun , Dr. I.M Qureshi, Dr. Ihsan ul Haq and Dr. Yasin Chohan |
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10.9790/1676-0323949 |
Abstract:This paper introduces novel framework for the modeling of hydro and thermal power plants generation system expansion plan for Pakistan. The modeling is achieved by using WASP-IV (Wien Automatic System Planning) model. It consists of seven modules. Each module determines different outputs with their respective inputs. Electricity demand is rapidly increasing as the population rises. The Electricity demand increased with devastating rate of 7.8% per year from 2003 to 2011. The installed capacity is not fulfilling the electricity demand. An mandatory generation mix supply is required for the time period 2011-2030. The Power Expansion Planning is done on generation level. In 2011, electricity demand raised to 25,400 MW. . In this paper load is forecasted with standard regression method. It helps in prediction of different types of loads. Then the Load Duration Curves generated are normalized against capacity factor at which power plant is operated. Further several necessary parameters are evaluated which are involved in generation expansion plan. Moreover, the selection of plants is achieved through screening curves. It allow us to know the most economical plants for base load, base load and peak load at different capacity factors. Screening curve is created by finding annualized cost, capital cost, heat rate, fuel rate and fixed costs for each plant. Thus by comparison, it helps us in a more convenient way to select the most feasible plant in correspondence of economical and fuel constraints. The result illustrates the Optimized Cost of Generation Plan, Generation Mix Supply for Pakistan (year 2030). It emphasizes on Investment and Production Costs ($ US Million), Fuel requirement and their costs, Operation and Maintenance Costs, and Loss of Load Probability. In the end, least cost financial plan for the whole time period is determined.
Keywords :Screening Curves, Capacity Factors, Heat Rate, Generation Mix Supply, Load Duration Curves, Loss of Load Probabilility.
[1] Ishan Sharan and R. Balasubramanian, "Integrated generation and transmission expansion planning including power and fuel transportation constraints", ELSEVIER, Energy Policy, Vol. 43, Issue 1, PP. 275–284, April 2012.
[2] A. G. Kagiannas, D. T. Askounis, and J. Psarras, "Power generation planning:A survey from monopoly to competition",‖ Int. J. Elect. Power Energy Syst. vol. 26, no. 6, pp. 413–421, 2004.
[3] ESB National Grid, All-Island Market modeling programme, all island modeling assumptions, model version 0.1, November 2005.
[4] Department of Communications, Marine and Natural Resources and the Department of Enterprise, Trade and Investment, All Island Grid Study, 2008.
[5] H. Daly and B. P. Ó Gallachóir, Modelling private car energy demand using a technological car stock model, Transportation Research Part D Transport and Environment (In Review), 2010.
[6] Internatinal Atomic Energy Agency, ―Wien Automatic System Planning (WASP) package - A computer code for power generating system expansion planning, version WASP-IV user's manual,‖ IAEA, Vienna, 2006.
[7] R. Bellman, Dynamic Programming. Princeton, 1957.
[8] S.M. Moghaddas Tafreshi, A. Saliminia Lahiji and J. Aghae,Al rabiee , "Reliable generation expansion planning in pool market considering power system security", ELSEVIER, Energy Conversion and Management, Vol. 54, Issue 1, PP. 162–168 February 2012.
[9] Morgan Bazilian, Patrick Nussbaumer, Hans-Holger Rogner, Abeeku Brew-Hammond, Vivien Foster, Shonali Pachauri, Eric Williams, Mark Howells, Philippe Niyongabo, Lawrence Musaba, Brian Ó Gallachóir,Mark Radkaj and Daniel M. Kammen, "Energy access scenarios to 2030 for the power sector in sub-Saharan Africa", ELSEVIER, Utilities Policy, Vol. 20, Issue 1, PP. 1–16, March 2012.
[10] L.A.F. Manso and A.M. Leite da Silva, "Probabilistic criteria for power system expansion planning", ELSEVIER, Electric Power Systems Research, Vol. 69, Issue 1, PP. 51–58, April 2004.