کنفرانس مهندسی برق ایران

صفحه اصلی / سی و یکمین کنفرانس بین المللی مهندسی برق

Flexible Generation Expansion Planning Considering Representative Days of Load and Renewable Variations

نویسندگان :

Peyman Amirian¹ Zeinab Maleki² Mohammad-Amin Pourmoosavi³ Turaj Amraee⁴

1- دانشگاه صنعتی خواجه نصیرالدین طوسی 2- دانشگاه صنعتی خواجه نصیرالدین طوسی 3- دانشگاه صنعتی خواجه نصیرالدین طوسی 4- دانشگاه صنعتی خواجه نصیرالدین طوسی

کلمات کلیدی :

Generation expansion planning،Operational constraints،Renewable resources،Uncertainty،Representative days

چکیده :

In this paper, a long-term generation expansion planning (GEP) model considering short-term constraints is presented. We propose a single-stage (Static) GEP model that will determine the capacity mix for a target year in the future under different constraints, including techno-economic constraints of thermal and renewable technologies. In order to reduce the computational burden of the proposed model, some representative days for load demand and renewables are extracted based on annual historical data of demand and renewable resources. In this regard, to capture the uncertainty and variability of load demand and renewable resources, a clustering method is utilized. Using the selected representative days, the proposed model is able to give the optimal generation expansion plans in the presence of flexibility requirements. The proposed model is formulated as a Mixed Integer Linear Programming (MILP) model. The proposed MILP model is implemented in GAMS and solved using the CPLEX algorithm.

لیست مقالات

لیست مقالات بایگانی شده

انتخاب آنتن در رادارهای چندورودی-چندخروجی با رویکرد یادگیری بانظارت در شبکه‌های عصبی کانولوشنی عمیق

مرضیه سادات میررفیع - ندا فرجی - ایاز قربانی

A Hybrid Computer-aided Diagnosis System For Central Obesity Screening In A Large Sample Of Iranian Children and Adolescents

Amirhossein Koochekian - Morteza Farahi - Hamid Reza Sadr manouchehri Naeini - Mohammad Reza Mohebian - Hamid Reza Marateb - Marjan Mansourian - Roya Kelishadi