Incorporating price-responsive customers in day-ahead scheduling of smart distribution networks

被引:39
|
作者
Mazidi, Mohammadreza [1 ]
Monsef, Hassan [1 ]
Siano, Pierluigi [2 ]
机构
[1] Univ Tehran, Sch Elect & Comp Engn, Tehran 14174, Iran
[2] Univ Salerno, Dept Ind Engn, Fisciano, Iran
关键词
Demand response; Real-time pricing; Information-gap decision theory; Smart distribution network; Risk management; Uncertainty; DISTRIBUTION-SYSTEMS; DEMAND RESPONSE; PROGRAMMING APPROACH; PENETRATION; ENVIRONMENT; GENERATION; MANAGEMENT; ENERGY;
D O I
10.1016/j.enconman.2016.02.030
中图分类号
O414.1 [热力学];
学科分类号
摘要
Demand response and real-time pricing of electricity are key factors in a smart grid as they can increase economic efficiency and technical performances of power grids. This paper focuses on incorporating price-responsive customers in day-ahead scheduling of smart distribution networks under a dynamic pricing environment. A novel method is proposed and formulated as a tractable mixed integer linear programming optimization problem whose objective is to find hourly sale prices offered to customers, transactions (purchase/sale) with the wholesale market, commitment of distribution generation units, dispatch of battery energy storage systems and planning of interruptible loads in a way that the profit of the distribution network operator is maximized while customers' benefit is guaranteed. To hedge distribution network operator against financial risk arising from uncertainty of wholesale market prices, a risk management model based on a bi-level information-gap decision theory is proposed. The proposed bi-level problem is solved by recasting it into its equivalent single-level robust optimization problem using Karush-Kuhn-Tucker optimality conditions. Performance of the proposed model is verified by applying it to a modified version of the IEEE 33-bus distribution test network. Numerical results demonstrate the effectiveness and efficiency of the proposed method. (C) 2016 Elsevier Ltd. All rights reserved.
引用
收藏
页码:103 / 116
页数:14
相关论文
共 50 条
  • [1] Robust day-ahead scheduling of smart distribution networks considering demand response programs
    Mazidi, Mohammadreza
    Monsef, Hassan
    Siano, Pierluigi
    APPLIED ENERGY, 2016, 178 : 929 - 942
  • [2] Synergistic Day-Ahead Scheduling Framework for Smart Distribution Grid Under Uncertainty
    Vemalaiah, Kasi
    Khatod, Dheeraj Kumar
    Padhy, Narayana Prasad
    IEEE TRANSACTIONS ON INDUSTRIAL INFORMATICS, 2024, 20 (07) : 9681 - 9691
  • [3] Optimal reconfiguration and scheduling of a smart distribution network with uncertain renewables and price-responsive demand
    Ghasemi, Ahmad
    JOURNAL OF POWER TECHNOLOGIES, 2016, 96 (03): : 183 - 193
  • [4] Day-ahead stochastic scheduling model considering market transactions in smart grids
    Soares, Joao
    Lezama, Fernando
    Canizes, Bruno
    Ghazvini, M. Ali Fotouhi
    Vale, Zita
    Pinto, Tiago
    2018 POWER SYSTEMS COMPUTATION CONFERENCE (PSCC), 2018,
  • [5] Linearized Price-Responsive HVAC Controller for Optimal Scheduling of Smart Building Loads
    Ostadijafari, Mohammad
    Dubey, Anamika
    Yu, Nanpeng
    IEEE TRANSACTIONS ON SMART GRID, 2020, 11 (04) : 3131 - 3145
  • [6] Day-ahead optimal bidding and scheduling strategies for DER aggregator considering responsive uncertainty under real-time pricing
    Wang, Fei
    Ge, Xinxin
    Yang, Peng
    Li, Kangping
    Mi, Zengqiang
    Siano, Pierluigi
    Duic, Neven
    ENERGY, 2020, 213
  • [7] Smart Distribution System Operations With Price-Responsive and Controllable Loads
    Sharma, Isha
    Bhattacharya, Kankar
    Canizares, Claudio
    IEEE TRANSACTIONS ON SMART GRID, 2015, 6 (02) : 795 - 807
  • [8] Incorporating Price-Responsive Demand in Energy Scheduling Based on Consumer Payment Minimization
    Fernandez-Blanco, Ricardo
    Arroyo, Jose M.
    Alguacil, Natalia
    Guan, Xiaohong
    IEEE TRANSACTIONS ON SMART GRID, 2016, 7 (02) : 817 - 826
  • [9] Day-Ahead Electricity Price Forecasting and Scheduling of Energy Storage in LMP Market
    Alam, Musharraf
    IEEE ACCESS, 2019, 7 : 165627 - 165634
  • [10] Optimal simultaneous day-ahead scheduling and hourly reconfiguration of distribution systems considering responsive loads
    Esmaeili, Saeid
    Anvari-Moghaddam, Amjad
    Jadid, Shahram
    Guerrero, Josep M.
    INTERNATIONAL JOURNAL OF ELECTRICAL POWER & ENERGY SYSTEMS, 2019, 104 : 537 - 548