REVIEW ON THE IMPLEMENTATION OF PARTICLE SWARM OPTIMIZATION TECHNIQUE IN SOLVING THE HYDROTHERMAL SCHEDULING
Abstract
Short term hydrothermal scheduling (STHTS) is a very complex, dynamic large-scale non-linear optimization problem. There are many algorithms and powerful optimization methods used to address this issue. Evolutionary algorithms have been effectively employed to obtain a global optimized solution of non linear problems like STHTS. Particle Swarm Optimization (PSO) is an evolutionary method. It can be successfully employed to get a best possible solution of STHTS problem due to its features of robustness, easy implementation and computational efficiency. Here the literature on the Particle Swarm Optimization method is collected and reviewed to sort out the STHTS problem. A review of most of the publications upto 2012 on this topic is given.References
A.J. Wood and B.F. Wollenberg, Power
Generation Operation and Control, John
Wiley & Sons. New York (1996).
M. El-Hawary and G. Christensen,
International Journal of Control 16, (1972)
I. Farhat and M. El-Hawary, Electric Power
Systems Research 79 (2009) 1308.
Y.H. Song, Kluwer Academic Pub. 20 (1999).
J.A. Momoh, R. Adapa and M. El-Hawary,
IEEE Transactions on Power Systems 14
(1999) 96.
J. Momoh, Electric Power System
Applications of Optimization Marcel Dekker,
Inc. New York (2001).
S.S. Rao and S. Rao, Engineering
optimization: theory and practice, Wiley
(2009).
D.B. Fogel, IEEE Spectrum 37 (2000) 28.
V. Miranda, D. Srinivasan and L.M. Proenca,
International Journal of Electrical Power &
Energy Systems 20 (1998) 89.
R. Bansal, International Journal of Emerging
Electric Power Systems 2 (2011) 1.
R. Eberhart and J. Kennedy, A New
Optimizer Using Particle Swarm Theory,
IEEE Proceedings of the Sixth International
Symposium on Micro Machine and Human
Science 4 (1995) p.1942.
J. Kennedy and R. Eberhart, Particle Swarm
Optimization, IEEE International Conference
on Neural Networks (1995).
M. AlRashidi and M. El-Hawary, IEEE
Transactions on Evolutionary Computation
(2009) 913.
X. Wang and M. Zhang, Power System
Technology 12 (2004).
J. Chuanwen and E. Bompard, Energy
Conversion and Management 46 (2005)
S.P. Umayal and N. Kamaraj. Annual IEEE
(INDICON) (2005).
N. Sinha and L.L. Lai, Meta Heuristic Search
Algorithms for Short-Term Hydrothermal
Scheduling, IEEE International Conference
on Machine Learning and Cybernetics (2006)
S. Titus and A.E. Jeyakumar, International
Journal of Soft Computing 2 (2007) 313.
B. Yu, X. Yuan and J. Wang, Energy
Conversion and Management 48 (2007)
T.-Y. Lee, Energy Conversion and
Management 49 (2008) 751.
K.K. Mandal, M. Basu and N. Chakraborty,
Applied Soft Computing 8 (2008) 1392.
C. Samudi, IEEE Conference and Exposition
on Transmission and Distribution (2008).
J. Wu, J. Zhu, G. Chen and H. Zhang, IEEE
Transactions on Power Systems 23 (2008)
X. Yuan, L. Wang and Y. Yuan, Energy
Conversion and Management 49 (2008)
P.K. Hota, A.K. Barisal and R. Chakrabarti,
Electric Power Systems Research 79 (2009)
S. Liu and J. Wang, An Improved Self
Adaptive Particle Swarm Optimization
Approach for Short-Term Scheduling of
Hydro System, IEEE International Asia
Conference on Informatics in Control,
Automation and Robotics, CAR'09 (2009)
C. Po-Hung, Li-Ming, An Liu and C. Hung
Cheng, International Conference on Energy
and Environment Technology (2009).
A. Akbari Foroud and H.R. Soleymanpour.
th Iranian Conference on Electrical
Engineering (2010).
N. Amjady and H.R. Soleymanpour, Electric
Power Systems Research 80 (2010) 723.
S. Lu, C. Sun and Z. Lu, Energy Conversion
and Management 51 (2010) 561.
S. Singh, and N. Narang,
http://dspace.thapar.edu:8080/dspace/handle
/10266/1234 (2010).
C. Sun and S. Lu, Expert Systems with
Applications 37 (2010) 4232.
S. Thakur, C. Boonchay and W. Ongsakul.
IEEE Power and Energy Society General
Meeting (2010).
C. Wenping, Asia-Pacific Conference Power
and Energy Engineering (2010).
W. Chang, Energy and Power Engineering 2
(2010) 223.
K. Mandal and N. Chakraborty, Expert
Systems with Applications (2011).
K.K. Mandal and N. Chakraborty, Applied
Soft Computing 11 (2011) 1295.
K.K. Mandal and N. Chakraborty, Smart Grid
and Renewable Energy 2 (2011) 282.
S. Padmini and C.C.A. Rajan. International
Conference on Sustainable Energy and
Intelligent Systems (2011).
S. Padmini, C. Rajan and P. Murthy, Swarm,
Evolutionary and Memetic Computing (2011)
G. Sreenivasan, C. Saibabu and S.
Sivanagaraju, International Journal of
Advanced Computer Science and
Applications 2 (2011) 97.
Z. Jingrui, W. Jian and Y. Chaoyuan, IEEE
Transactions on Power Systems 27 (2012)
J. Sasikala and M. Ramaswamy, Electrical
Engineering (Archiv fur Elektrotechnik)
(2012) 1.
W. Ying et al., Expert Systems with
Applications 39 (2012) 2288.
