Deterministic Optimal Power Flow for Smart Grid short-term predictive energy management

被引：0

作者：

Benoit, Clementine ^{[1
]}

Mercier, Aurelien ^{[1
]}

Besanger, Yvon ^{[1
]}

Wurtz, Frederic ^{[1
]}

机构：

[1] Grenoble Inst Technol, G2Elab, Grenoble, France

来源：

2013 IEEE GRENOBLE POWERTECH (POWERTECH) | 2013年

关键词：

Low Voltage Smart grid; Distribution Management System; Demand-side energy management; Predictive energy management; Optimal Power Flow; deterministic optimization;

D O I：

暂无

中图分类号：

TE [石油、天然气工业]; TK [能源与动力工程];

学科分类号：

0807 ; 0820 ;

摘要：

This paper investigates a formulation of the Optimal Power Flow (OPF) problem, which aims to find the predictive optimal operational state of a low voltage smart grid. The optimization problem includes distributed generations (DG), distributed storage (DS), and smart buildings. Active and reactive power management is done through DG and DS control, and soft load shedding. It takes into account networks constraints, through a full AC power flow calculation. The low-voltage distribution network is modeled as a three-phased four-wire system. Several objective functions are described. Finally, a case study is solved using KNITRO [1], a robust and efficient solver for large, nonlinear and constrained problems, after being modeled in GAMS [2].

引用

页数：7

共 50 条

[21] Probabilistic short-term wind power forecasting for the optimal management of wind generation
Juban, Jeremie
Siebert, Nils
Kariniotakis, George N.
2007 IEEE LAUSANNE POWERTECH, VOLS 1-5, 2007, : 683 - 688
[22] Short-term electric load forecasting using an EMD-BI-LSTM approach for smart grid energy management system
Mounir, Nada
Ouadi, Hamid
Jrhilifa, Ismael
ENERGY AND BUILDINGS, 2023, 288
[23] An Efficient Hybrid Technique for Power Flow Management in Smart Grid with Renewable Energy Resources
Kumaravel, Sureshkumar
Ponnusamy, Vijayakumar
ENERGY SOURCES PART A-RECOVERY UTILIZATION AND ENVIRONMENTAL EFFECTS, 2020,
[24] Short-term multi-objective optimal scheduling of the integrated power grid-abandoned coal mine energy system
Liu, Jing
Li, Rui
Wu, Tao
RESULTS IN ENGINEERING, 2024, 22
[25] Information Flow Analysis of Energy Management in a Smart Grid
Akella, Ravi
McMillin, Bruce M.
COMPUTER SAFETY, RELIABILITY, AND SECURITY, 2010, 6351 : 263 - 276
[26] Cascaded Ensemble-based Short-term Load Forecasting for Smart Energy Management
Ottens, Joshua
Akilan, Thangarajah
Ameli, Amir
Uddin, Mohammad N.
2024 IEEE TEXAS POWER AND ENERGY CONFERENCE, TPEC, 2024, : 443 - 448
[27] Short-term optimal energy management in stand-alone microgrid with battery energy storage
Paliwal, Navin Kumar
Singh, Asheesh Kumar
Singh, Navneet Kumar
ARCHIVES OF ELECTRICAL ENGINEERING, 2018, 67 (03) : 499 - 513
[28] Optimal Energy Storage Control Policies for the Smart Power Grid
Koutsopoulos, Iordanis
Hatzi, Vassiliki
Tassiulas, Leandros
2011 IEEE INTERNATIONAL CONFERENCE ON SMART GRID COMMUNICATIONS (SMARTGRIDCOMM), 2011,
[29] Fair Reliability Management: Comparing Deterministic and Probabilistic Short-Term Reliability Management
Heylen, Evelyn
Ovaere, Marten
Deconinck, Geert
Van Hertem, Dirk
2018 IEEE POWER & ENERGY SOCIETY GENERAL MEETING (PESGM), 2018,
[30] Short-term Power Forecasting Model Based on Dimensionality Reduction and Deep Learning Techniques for Smart Grid
Syed, Dabeeruddin
Refaat, Shady S.
Abu-Rub, Haitham
Bouhali, Othmane
2020 IEEE KANSAS POWER AND ENERGY CONFERENCE (KPEC), 2020,

← 1 2 3 4 5 →