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2014 | OriginalPaper | Chapter

Economic Scheduling of CCHP Systems Considering the Tradable Green Certificates

Authors : Hongming Yang, Dangqiang Zhang, Ke Meng, Mingyong Lai, Zhao Yang Dong

Published in: Optimization and Control Methods in Industrial Engineering and Construction

Publisher: Springer Netherlands

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Abstract

Due to the fossil fuel crisis contributed by the explosive growth in energy demand, combined cooling heating and power (CCHP) systems which can jointly supply electricity and hot/cold have become the mainstream of energy generation technology. In this chapter, tradable green certificate mechanism is firstly introduced to operation of CCHP system, and the impacts of tradable green certificate on the scheduling of CCHP system are studied. And then, based on the probability distribution of wind speed and solar radiation intensity as well as the copula join function, the joint probability distribution of maximum available output of multiple solar and wind farms is built. The economic dispatch model for multi-energy complementary system considering the TGC was proposed to maximize renewable energy utilization. This model aims at minimizing total system cost whist fulfilling the constraints of power system stable operation and hot/cold water pipes safe operation. After that, in order to address the non-convex scheduling optimization problem, global descent method is applied, which can continuously update the local optimal solutions by global descent function, and find global optimal solution. Finally, one modified IEEE 14-bus system is used to verify the performance of the proposed model and optimization solver.

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Literature
1.
go back to reference Combined heat and power—effective energy solutions for a sustainable future (2011). Oak Ridge National Laboratory, Oak Ridge Combined heat and power—effective energy solutions for a sustainable future (2011). Oak Ridge National Laboratory, Oak Ridge
2.
go back to reference Mago PJ, Chamra LM (2009) Analysis and optimization of CCHP systems based on energy, economical, and environmental considerations. Energy Build 41:1099–1106 Mago PJ, Chamra LM (2009) Analysis and optimization of CCHP systems based on energy, economical, and environmental considerations. Energy Build 41:1099–1106
3.
go back to reference MacGregor PR, Puttgen HB (1989) Optimum scheduling procedure for cogenerating small power producing facilities. IEEE Trans Power Syst 4(3):957–964 MacGregor PR, Puttgen HB (1989) Optimum scheduling procedure for cogenerating small power producing facilities. IEEE Trans Power Syst 4(3):957–964
4.
go back to reference Yanagi M, Uekusa T, Yamada J, Shinjo K (1999) Optimal design of cogeneration systems by using Hamiltonian algorithm. In: Proceedings of the building simulation, vol 2, p 699–706 Yanagi M, Uekusa T, Yamada J, Shinjo K (1999) Optimal design of cogeneration systems by using Hamiltonian algorithm. In: Proceedings of the building simulation, vol 2, p 699–706
5.
go back to reference Fang F, Wang QH, Yang S (2012) A novel optimal operational strategy for the CCHP system based on two operating modes. IEEE Trans Power Syst 27(2):032–1041 Fang F, Wang QH, Yang S (2012) A novel optimal operational strategy for the CCHP system based on two operating modes. IEEE Trans Power Syst 27(2):032–1041
6.
go back to reference Tsay MT (2002) The operation strategy of cogeneration systems using a muliobjective approach. IEEE Trans Power Syst 3:1653–1657 Tsay MT (2002) The operation strategy of cogeneration systems using a muliobjective approach. IEEE Trans Power Syst 3:1653–1657
7.
go back to reference Huang SH, Chen BK, Chu WC, Lee WJ (2004) Optimal operation strategy for cogeneration power plants. In: Proceedings of the IEEE transactions industry applications conference 3:2057–2062 Huang SH, Chen BK, Chu WC, Lee WJ (2004) Optimal operation strategy for cogeneration power plants. In: Proceedings of the IEEE transactions industry applications conference 3:2057–2062
8.
go back to reference Tsukada T, Tamura T, Kitagawa S, Fukuyama Y (2003) Optimal operational planning for cogeneration system using particle swarm optimization. In: Proceedingsof the IEEE swarm intelligence Symposium p 138–143 Tsukada T, Tamura T, Kitagawa S, Fukuyama Y (2003) Optimal operational planning for cogeneration system using particle swarm optimization. In: Proceedingsof the IEEE swarm intelligence Symposium p 138–143
10.
go back to reference Dong ZY, Wong KP, Meng K, Luo FJ, Yao F, Zhao JH (2010) Wind power impact on system operations and planning. IEEE PES Gen Meet Minneapolis, USA Dong ZY, Wong KP, Meng K, Luo FJ, Yao F, Zhao JH (2010) Wind power impact on system operations and planning. IEEE PES Gen Meet Minneapolis, USA
11.
go back to reference Tamas MM, Bade Shrestha SO, Zhou HZ (2010) Feed-in tariff and tradable green certificate in oligopoly. Eng Policy 38:4040–4047 Tamas MM, Bade Shrestha SO, Zhou HZ (2010) Feed-in tariff and tradable green certificate in oligopoly. Eng Policy 38:4040–4047
12.
go back to reference Hasani-Marzooni M, Hosseini SH (2012) Dynamic interactions of TGC and electricity markets to promote wind capacity investment. IEEE Syst J 6(1):46–57 Hasani-Marzooni M, Hosseini SH (2012) Dynamic interactions of TGC and electricity markets to promote wind capacity investment. IEEE Syst J 6(1):46–57
13.
go back to reference Linares P, Santos FJ, Ventosa M, Lapiedra L (2008) Incorporating oligopoly, CO2 emissions trading and green certificates into a power generation expansion model. Automatica 44:1608–1620CrossRefMathSciNet Linares P, Santos FJ, Ventosa M, Lapiedra L (2008) Incorporating oligopoly, CO2 emissions trading and green certificates into a power generation expansion model. Automatica 44:1608–1620CrossRefMathSciNet
14.
go back to reference Yao F, Dong ZY, Meng K, Xu Z, Iu H, Wong KP (2012) Quantum-inspired particle swarm optimization for power system operations considering wind power uncertainty and carbon tax in Australia. IEEE Trans Industr Inf 8(4):880–888 Yao F, Dong ZY, Meng K, Xu Z, Iu H, Wong KP (2012) Quantum-inspired particle swarm optimization for power system operations considering wind power uncertainty and carbon tax in Australia. IEEE Trans Industr Inf 8(4):880–888
15.
go back to reference Daut M, Irwanto YM, Irwan N, Gomesh R, Ahmad NS (2011) Potential of solar radiation and wind speed for photovoltaic and wind power hybrid generation. In: 5th international power engineering and optimization conference (PEOCO 2011), Perlis, Northern Malaysia, p 148–153 Daut M, Irwanto YM, Irwan N, Gomesh R, Ahmad NS (2011) Potential of solar radiation and wind speed for photovoltaic and wind power hybrid generation. In: 5th international power engineering and optimization conference (PEOCO 2011), Perlis, Northern Malaysia, p 148–153
16.
go back to reference Attaviriyanupap P, Tokuhara K, Itaya N, Marmiroli M, Tsukamoto Y, Kojima Y (2011) Estimation of photovoltaic power generation output based on solar irradiation and frequency classification. In: Proceedings of the IEEE PES Innovative Smart Grid Technologis Asia (ISGT 2011) p. 1–7 Attaviriyanupap P, Tokuhara K, Itaya N, Marmiroli M, Tsukamoto Y, Kojima Y (2011) Estimation of photovoltaic power generation output based on solar irradiation and frequency classification. In: Proceedings of the IEEE PES Innovative Smart Grid Technologis Asia (ISGT 2011) p. 1–7
17.
go back to reference Abbas A, Marie-Joseph I, Linguet L, Clergeot H (2006) Improvement of individual solar heater efficiency. Environ Identities Mediterr Area 2006:133–138 Abbas A, Marie-Joseph I, Linguet L, Clergeot H (2006) Improvement of individual solar heater efficiency. Environ Identities Mediterr Area 2006:133–138
18.
go back to reference Uchida Kousuke, Senjyu Tomonobu, Urasaki Naomitsu, Yona Atsushi (2009) Installation effect by solar heater system using solar radiation forecasting. IEEE Transm Distrib Asia 2009:1–4 Uchida Kousuke, Senjyu Tomonobu, Urasaki Naomitsu, Yona Atsushi (2009) Installation effect by solar heater system using solar radiation forecasting. IEEE Transm Distrib Asia 2009:1–4
19.
go back to reference Youcef Ettoumi F, Mefti A, Adane A, Bouroubi MY (2001) Statistical analysis of solar measurements in Algeria using beta distributions. Renewable Energy 26 (2002), p 47–67 Youcef Ettoumi F, Mefti A, Adane A, Bouroubi MY (2001) Statistical analysis of solar measurements in Algeria using beta distributions. Renewable Energy 26 (2002), p 47–67
20.
go back to reference Soubdhan T, Emilion R, Calif R (2009) Classification of daily solar radiation distributions using a mixture of Dirichlet distributions. Sol Energy 83(7):1056–1063 Soubdhan T, Emilion R, Calif R (2009) Classification of daily solar radiation distributions using a mixture of Dirichlet distributions. Sol Energy 83(7):1056–1063
23.
go back to reference Br N (2005) An introduction to copulas. New York, Springer, p 7–48 Br N (2005) An introduction to copulas. New York, Springer, p 7–48
24.
go back to reference Celik ANA (2003) Astatistical analysis of wind power density based on the Weibull and Rayleigh models at the southern region of Turkey. Renewbale, Energy p 593–604 Celik ANA (2003) Astatistical analysis of wind power density based on the Weibull and Rayleigh models at the southern region of Turkey. Renewbale, Energy p 593–604
25.
go back to reference Hetzer J, Yu DC, Bhattarai K (2008) An economic dispatch model incorporating wind power. IEEE Trans Energy Convers 23(2):603–611 Hetzer J, Yu DC, Bhattarai K (2008) An economic dispatch model incorporating wind power. IEEE Trans Energy Convers 23(2):603–611
26.
go back to reference Zhao J, Wen F, Zhao YD, Yusheng X, Kit PW (2012) Optimal dispatch of electric vehicles and wind power using enhanced particle swarm optimization. IEEE Trans Ind Inf 8(4):889–899 Zhao J, Wen F, Zhao YD, Yusheng X, Kit PW (2012) Optimal dispatch of electric vehicles and wind power using enhanced particle swarm optimization. IEEE Trans Ind Inf 8(4):889–899
27.
go back to reference Pedro L, Francisco JS, Mariano V, Luis L (2008) Incorporating oligopoly, CO2 emissions trading and green certificates into a power generation expansion model. Automatica 44(6):1608–1620 Pedro L, Francisco JS, Mariano V, Luis L (2008) Incorporating oligopoly, CO2 emissions trading and green certificates into a power generation expansion model. Automatica 44(6):1608–1620
28.
go back to reference Jirutitijaroen P, Singh C (2008) Reliability constrained multi-area adequacy planning using stochastic programming with sample-average approximations. IEEE Trans Power Syst 23(2):504–513 Jirutitijaroen P, Singh C (2008) Reliability constrained multi-area adequacy planning using stochastic programming with sample-average approximations. IEEE Trans Power Syst 23(2):504–513
29.
go back to reference Chi-kong N, Duan L, Lian-sheng Z (2010) Global descent method for global optimization. Soc Ind Appl Math 20(6):3161–3184 Chi-kong N, Duan L, Lian-sheng Z (2010) Global descent method for global optimization. Soc Ind Appl Math 20(6):3161–3184
Metadata
Title
Economic Scheduling of CCHP Systems Considering the Tradable Green Certificates
Authors
Hongming Yang
Dangqiang Zhang
Ke Meng
Mingyong Lai
Zhao Yang Dong
Copyright Year
2014
Publisher
Springer Netherlands
DOI
https://doi.org/10.1007/978-94-017-8044-5_9