Title :
Modeling the Integrated Natural Gas and Electricity Optimal Power Flow
Author :
Unsihuay, Clodomiro ; Lima, J. W Marangon ; De Souza, A. C Zambroni
Abstract :
This paper integrates the natural gas and electricity networks in terms of power and gas optimal dispatch. It shows the fundamentals of natural gas network modeling including pipelines and compression stations. It also describes the equality constraint that models the energy transformation between gas and electric networks. A mathematical model of this problem is formulated as an optimization problem where the objective function is to minimize the integrated gas-electricity system operation cost and the constraints are the power system and natural gas pipeline equations and capacities. Case studies are presented integrating the IEEE-14 test system and Belgian calorific gas network. The integrated electricity-gas optimal power flow problem is solved using an hybrid approach which combines evolutionary strategy algorithm with Newton´s and Interior point method. It hybrid approach fully takes the advantages of both evolutionary strategy optimization and classical methods (such as Newton´s and interior point method) which the former is able to jump out of the local optimal point and the latter boats the local exploration ability within the neighborhood of the optimal. It increases the precision and quickens the convergence. The proposed model shows the importance of the integration of the two systems in terms of operation, planning, security and reliability.
Keywords :
Newton method; evolutionary computation; load flow; natural gas technology; pipelines; power generation planning; power generation reliability; power system security; thermal power stations; Belgian calorific gas network; IEEE-14 test system; Newton method; compression stations; electricity optimal power flow modeling; energy transformation; evolutionary strategy algorithm; gas optimal dispatch; integrated gas-electricity system operation cost; interior point method; local optimal point; mathematical model; natural gas network modeling; natural gas pipeline equations; objective function; optimization problem; pipelines; power optimal dispatch; power system; Constraint optimization; Cost function; Equations; Hybrid power systems; Load flow; Mathematical model; Natural gas; Pipelines; Power system modeling; System testing; Natural gas; electric network; optimal power flow; optimization methods; pipelines network;
Conference_Titel :
Power Engineering Society General Meeting, 2007. IEEE
Conference_Location :
Tampa, FL
Print_ISBN :
1-4244-1296-X
Electronic_ISBN :
1932-5517
DOI :
10.1109/PES.2007.386124