Tantárgy adatlapja
Tárgy neve: Algorithms for demand-side management
Tárgy kódja: P_DO_0305
Óraszám: N: 2/2/2, L: 0/0/0
Kreditérték: 6
Az oktatás nyelve: angol
Követelmény típus: Kollokvium
Felelős kar: ITK
Felelős szervezeti egység: ITK Doktori és Habilitációs Iroda
Tárgyfelelős oktató:
Dr. Tornai Kálmán
Tárgyleírás:
Description:
The objective of the course is to review the different approaches to and requirements of demand-side management presented in the literature:
- Requirements of demand-side management
- Demand-side management techniques
- Load shifting
- Peak clipping
- Conservation
- Load building
- Valley filling
- Flexible load
- Intrusive and non-intrusive load monitoring
- Direct Load Control
- Optimization algorithms for load shifting
- Challenges of existing solutions
List of selected literature:
- Linas Gelazanskas, Kelum A.A. Gamage, Demand side management in smart grid: A review and proposals for future direction, Sustainable Cities and Society, Volume 11, 2014, Pages 22-30, ISSN 2210-6707, https://doi.org/10.1016/j.scs.2013.11.001.
- Dharmaraj Kanakadhurga, Natarajan Prabaharan, Demand side management in microgrid: A critical review of key issues and recent trends, Renewable and Sustainable Energy Reviews, Volume 156, 2022, 111915, ISSN 1364-0321, https://doi.org/10.1016/j.rser.2021.111915.
- T. Logenthiran, D. Srinivasan and T. Z. Shun, "Demand Side Management in Smart Grid Using Heuristic Optimization," in IEEE Transactions on Smart Grid, vol. 3, no. 3, pp. 1244-1252, Sept. 2012, doi: 10.1109/TSG.2012.2195686.
- José Adrián Rama Curiel, Jagruti Thakur, A novel approach for Direct Load Control of residential air conditioners for Demand Side Management in developing regions, Energy, Volume 258, 2022, 124763, ISSN 0360-5442, https://doi.org/10.1016/j.energy.2022.124763.
- Rahman Heidarykiany, Cristinel Ababei, HVAC energy cost minimization in smart grids: A cloud-based demand side management approach with game theory optimization and deep learning, Energy and AI, Volume 16, 2024, 100362, ISSN 2666-5468, https://doi.org/10.1016/j.egyai.2024.100362.
- Stephy Akkara, Immanuel Selvakumar, Review on optimization techniques used for smart grid, Measurement: Sensors, Volume 30, 2023, 100918, ISSN 2665-9174, https://doi.org/10.1016/j.measen.2023.100918.
List of required skills:--
