Economic efficiency and carbon emissions in multi-energy systems with flexible buildings

被引:22
作者
Hurwitz, Zachary L. [1 ,2 ]
Dubief, Yves [1 ,2 ]
Almassalkhi, Mads [1 ,3 ]
机构
[1] Univ Vermont, Coll Engn & Math Sci, Burlington, VT 05405 USA
[2] Univ Vermont, Dept Mech Engn, Burlington, VT USA
[3] Univ Vermont, Dept Elect & Biomed Engn, Burlington, VT 05405 USA
关键词
Multi-energy systems; buildings; flexibility; Economic dispatch; Carbon; Optimization; MODEL-PREDICTIVE CONTROL; SMART BUILDINGS; STORAGE; DISPATCH;
D O I
10.1016/j.ijepes.2020.106114
中图分类号
TM [电工技术]; TN [电子技术、通信技术];
学科分类号
0808 ; 0809 ;
摘要
Multi-energy systems (MES) offer an opportunity to leverage energy conversion processes and temporary energy storage mechanisms to reduce costs and emissions during operation of buildings, campuses, and cities. With increasing options for flexibility in demand-side resources, it is possible to temporarily defer thermal and electrical demand of (flexible) buildings without sacrificing comfort and convenience of its occupants, which can improve overall MES economic efficiency and reduce emissions. To that effect, this paper develops a linear optimization formulation of a MES with flexible (thermal and electric) building demands that capture nonlinearities in the efficiencies of energy conversion processes. The optimization formulation accounts for multiple time-steps to capture the (first-order) dynamics of large thermal building loads. The flexible buildings are parameterized, in part, based on historical data from a college campus in Vermont, USA. The idea of the MES model is to investigate the role that flexible building loads play in reducing costs and emissions for a small campus relative to that of a possible carbon tax. The operation of the MES is optimized to reduce costs based on representative seasons and carbon tax scenarios. Interestingly, it is found that when utilized optimally, flexible buildings can offer an effective method to improve economic efficiency while also reducing carbon emissions close to the levels that a carbon tax would realize, though without carbon price's large cost increases. That is, we present evidence that flexible buildings in Vermont may offer another route to achieve the emission goals close to that of a carbon tax policy.
引用
收藏
页数:16
相关论文
共 35 条
[1]  
Achin Jain, 2018, 2018 BUILD PERF AN C
[2]  
Almassalkhi Mads R., 2016, 2016 Power Systems Computation Conference (PSCC), P1, DOI 10.1109/PSCC.2016.7540981
[3]   Model-Predictive Cascade Mitigation in Electric Power Systems With Storage and Renewables-Part I: Theory and Implementation [J].
Almassalkhi, Mads R. ;
Hiskens, Ian A. .
IEEE TRANSACTIONS ON POWER SYSTEMS, 2015, 30 (01) :67-77
[4]  
American Society of Heating, 2005, ASHRAE HDB FUND I P, VI-P
[5]  
Amini M., 2018, P IISE ANN C EXPO, P390
[6]   Optimal Corrective Dispatch of Uncertain Virtual Energy Storage Systems [J].
Amini, Mahraz ;
Almassalkhi, Mads .
IEEE TRANSACTIONS ON SMART GRID, 2020, 11 (05) :4155-4166
[7]   Natural gas and electricity optimal power flow [J].
An, S ;
Li, Q ;
Gedra, TW .
2003 IEEE PES TRANSMISSION AND DISTRIBUTION CONFERENCE & EXPOSITION, VOLS 1-3, CONFERENCE PROCEEDINGS: BLAZING TRAILS IN ENERGY DELIVERY AND SERVICES, 2003, :138-143
[8]  
[Anonymous], 2018, EPAS TREATM BIOG CAR
[9]  
[Anonymous], 2018, LEED v4 for Building Operations and Maintenance
[10]  
Antonczak L., 2019, IEEE INT SYM MED MEA, P1, DOI DOI 10.1109/memea.2019.8802147