Optimal design of solar-assisted industrial processes considering heat pumping: Case study of a dairy

被引:32
作者
Wallerand, Anna S. [1 ]
Kermani, Maziar [1 ]
Voillat, Regis [1 ]
Kantor, Ivan [1 ]
Marechal, Francois [1 ]
机构
[1] EPFL, Valais Wallis, Switzerland
关键词
multi-period MILP; epsilon-constraint optimization; heat pump superstructure; flat plate thermal collectors; photovoltaics; thermal storage; STRUCTURAL OPTIMIZATION APPROACH; INTEGRATED REFRIGERATION SYSTEMS; EXCHANGER NETWORKS; ENERGY; COST; MODEL; RADIATION; SELECTION; SURFACES;
D O I
10.1016/j.renene.2017.07.027
中图分类号
X [环境科学、安全科学];
学科分类号
08 ; 0830 ;
摘要
Pinch analysis and Mixed Integer Linear Programming (MILP) have been extensively studied for optimization of industrial processes addressing heat recovery, utility selection and sizing. Analysis of renewable utility integration, such as solar thermal or photovoltaics, introduces several obstacles for established methods: the time-dependency of resources, storage inertia and losses, and intrinsic nonlinearities of the system performance are difficult to represent by linearized, time-invariant MILP equations. Moreover, waste heat recovery options such as heat pumping cannot be neglected as a potential competitor to solar heat. This work presents a set of multi-period MILP equations for solar technologies as well as a superstructure for optimization of heat pump cycles. Additionally, a methodology is proposed and applied to simultaneously optimize the process' refrigeration and renewable utility system using c-constrained parametric optimization. The proposed methodology is illustrated on the basis of a dairy plant for which the different utility technologies are compared and evaluated based on economic and environmental criteria. It is illustrated that integration of solar energy can contribute to strongly reduce the environmental impact of the process (65-75% reduction in CO2 equivalent emissions), but only in combination with heat recovery (27%) and an improved heat pump system (33%). Heat recovery and heat pump placement for industrial processes are hereby shown to reduce exergy destruction and total cost while improving system energy efficiency by means of thermo-economic optimization. The solutions show that investment in solar energy can be economically and environmentally attractive for industrial processes by considering the whole system and ensuring that solar energy is optimally integrated and utilized. (C) 2017 Elsevier Ltd. All rights reserved.
引用
收藏
页码:565 / 585
页数:21
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