共 24 条
Multi-Scenario Based Bi-Level Coordinated Planning of Active Distribution System Under Uncertain Environment
被引:53
作者:
Sannigrahi, Surajit
[1
]
Ghatak, Sriparna Roy
[2
]
Acharjee, Parimal
[1
]
机构:
[1] Natl Inst Technol, Durgapur 713209, India
[2] KIIT Univ, Sch Elect Engn, Bhubaneswar 751204, India
关键词:
Planning;
Load modeling;
Uncertainty;
Wind speed;
Reactive power;
Stochastic processes;
Load flow;
Active distribution system;
bi-level planning model;
discrete rooted tree optimization;
distribution static compensator (DSTATCOM);
reconfiguration;
renewable energy sources;
uncertainty;
ENERGY-STORAGE SYSTEMS;
DISTRIBUTION NETWORKS;
OPTIMIZATION ALGORITHM;
RECONFIGURATION;
GENERATION;
PLACEMENT;
DSTATCOM;
SOLAR;
UNITS;
D O I:
10.1109/TIA.2019.2951118
中图分类号:
T [工业技术];
学科分类号:
08 ;
摘要:
The recent large-scale integration of renewable energy sources (RESs) has caused numerous operational issues, thereby leading to the transfers of the power distribution system from passive to active ones. Therefore, a comprehensive planning of active distribution system (ADS) is required to address these challenges and ensure a reliable power supply. This study presents a stochastic framework for ADS planning using system framework design, RESs, and distribution-static compensator (DSTATCOM). Unlike the traditional single-level planning, a bi-level planning model is proposed, in which the integrated optimal decision is aimed at upper-level planning, whereas RESs and DSTATCOM are incorporated in lower-level planning. Moreover, new and logical indexes are developed to address techno-economic and environmental aspects. To effectively consider the intermittency of load and RESs, a novel approach is developed considering probabilistic models and K-means algorithm. Finally, to solve the planning model, discrete rooted tree optimization technique is proposed and its superiority is established.
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页码:850 / 863
页数:14
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