Title :
Transmission network expansion planning considering renewable energy target
Author :
Chatthaworn, Rongrit ; Chaitusaney, Surachai
Author_Institution :
Dept. of Electr. Eng., Chulalongkorn Univ., Bangkok, Thailand
Abstract :
Nowadays, renewable energy resources (RERs) are greatly increasing. The intermittent characteristics of the RERs will affect the transmission network expansion planning (TNEP). Consequently, this paper presents a new problem formulation and solution procedure for the TNEP which can cope with the intermittent characteristics. Taguchi´s Orthogonal Array Testing (TOAT) is used to select the scenarios which represent the loads and RERs uncertainties. In this paper, a new index “Renewable Energy Leak (REL)” is proposed to evaluate the “unutilized or leaked” renewable energy in the TNEP. For minimizing the investment cost of transmission network expansion, annual generator operation cost, and annual transmission line loss cost, the meta-heuristic Adaptive Tabu Search (ATS) algorithm is used while the system operating limits including REL index are taken into account as the optimization constraints. The proposed procedure is tested in a modified IEEE Reliability Test System 79. The results show that the proposed method is efficient and promising.
Keywords :
Taguchi methods; costing; power transmission faults; power transmission planning; renewable energy sources; search problems; ATS algorithm; IEEE reliability test system; REL index; RER; TNEP; TOAT; Taguchi orthogonal array testing; annual generator operation cost; annual transmission line loss cost; intermittent characteristics; investment cost minimization; leaked renewable energy evaluation; metaheuristic adaptive tabu search algorithm; optimization constraints; renewable energy leak; renewable energy resources; renewable energy target; transmission network expansion planning; unutilized renewable energy evaluation; Generators; Optimization; Planning; Renewable energy sources; Testing; Wind; Wind power generation; adaptive tabu search; renewable energy leak; renewable energy resources; taguchi´s orthogonal array testing; transmission network expansion planning;
Conference_Titel :
Electrical Engineering/Electronics, Computer, Telecommunications and Information Technology (ECTI-CON), 2014 11th International Conference on
Conference_Location :
Nakhon Ratchasima
DOI :
10.1109/ECTICon.2014.6839797