TY - GEN
T1 - PSO Price Penalty Factor Choices for Solving Dynamic Economic Emission Dispatch Problem
AU - Dzobo, Oliver
N1 - Publisher Copyright:
© 2023 IEEE.
PY - 2023
Y1 - 2023
N2 - Particle swarm optimization (PSO) is the most common technique used to solve the dynamic economic emission dispatch (DEED) problem in power systems. The main objective of solving the DEED problem is to ensure that every power generating unit connected in the power system can produce electricity at the lowest possible fuel consumption and emission rates. In addition, the solution must be achieved while maintaining the load and system constraints. When solving the DEED problem, different PSO price penalty factors are used to combine the economic dispatch problem and the emission problem into a single multi-objective function. In this paper, an investigation of the effect of different PSO price penalty factors on solving DEED problem is examined and tested on a case study. Simulation results show the effectiveness of the PSO price penalty factors for solving the DEED problem. It also shows that Min-Max price penalty factor provides the minimum DEED problem overall cost.
AB - Particle swarm optimization (PSO) is the most common technique used to solve the dynamic economic emission dispatch (DEED) problem in power systems. The main objective of solving the DEED problem is to ensure that every power generating unit connected in the power system can produce electricity at the lowest possible fuel consumption and emission rates. In addition, the solution must be achieved while maintaining the load and system constraints. When solving the DEED problem, different PSO price penalty factors are used to combine the economic dispatch problem and the emission problem into a single multi-objective function. In this paper, an investigation of the effect of different PSO price penalty factors on solving DEED problem is examined and tested on a case study. Simulation results show the effectiveness of the PSO price penalty factors for solving the DEED problem. It also shows that Min-Max price penalty factor provides the minimum DEED problem overall cost.
KW - dynamic economic emission dispatch
KW - particle swarm optimization
KW - price penalty factor
KW - ramp rate
KW - time varying load
UR - http://www.scopus.com/inward/record.url?scp=85177702357&partnerID=8YFLogxK
U2 - 10.1109/AFRICON55910.2023.10293593
DO - 10.1109/AFRICON55910.2023.10293593
M3 - Conference contribution
AN - SCOPUS:85177702357
T3 - IEEE AFRICON Conference
BT - Proceedings of the 16th IEEE AFRICON, AFRICON 2023
PB - Institute of Electrical and Electronics Engineers Inc.
T2 - 16th IEEE AFRICON, AFRICON 2023
Y2 - 20 September 2023 through 22 September 2023
ER -