DReAM: Demand Response Architecture for Multi-level District Heating and Cooling Networks

被引:1
|
作者
Bhattacharya, Saptarshi [1 ]
Chandan, Vikas [2 ]
Arya, Vijay [3 ]
Kar, Koushik [1 ]
机构
[1] Rensselaer Polytech Inst, Troy, NY 12180 USA
[2] Pacific Northwest Natl Lab, Richland, WA 99352 USA
[3] IBM Res, New Delhi, India
关键词
District Heating and Cooling Networks; Demand Response; Energy cost optimization; TECHNOLOGY; OPERATION;
D O I
10.1145/3077839.3084079
中图分类号
TP39 [计算机的应用];
学科分类号
081203 ; 0835 ;
摘要
In this paper, we exploit the inherent hierarchy of heat exchangers in District Heating and Cooling (DHC) networks and propose DReAM, a novel Demand Response (DR) architecture for Multi-level DHC networks. DReAM serves to economize system operation while still respecting comfort requirements of individual consumers. Contrary to many present day DR schemes that work on a consumer level granularity, DReAM works at a level of hierarchy above buildings, i.e. substations that supply heat to a group of buildings. This improves the overall DR scalability and reduce the computational complexity. In the first step of the proposed approach, mathematical models of individual substations and their downstream networks are abstracted into appropriately constructed low-complexity structural forms. In the second step, this abstracted information is employed by the utility to perform DR optimization that determines the optimal heat inflow to individual substations rather than buildings, in order to achieve the targeted objectives across the network. We validate the proposed DReAM framework through experimental results under different scenarios on a test network.
引用
收藏
页码:353 / 359
页数:7
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