Mixed-Integer Linear Programming (MILP) Approach for the Synthesis of Efficient Power-to-Syngas Processes

Within the context of energy transition scenarios toward renewable resources, superstructure optimization is implemented for the synthesis of sustainable and efficient Power-to-Syngas processes. A large number of reactors (reverse water-gas-shift, steam reforming, dry reforming, tri-reforming, metha...

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Main Authors: Andrea Maggi, Marcus Wenzel, Kai Sundmacher
Format: Article
Language:English
Published: Frontiers Media S.A. 2020-09-01
Series:Frontiers in Energy Research
Subjects:
Online Access:https://www.frontiersin.org/article/10.3389/fenrg.2020.00161/full
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spelling doaj-0dbfd5a061d449d2842137a63ef15c252020-11-25T01:23:06ZengFrontiers Media S.A.Frontiers in Energy Research2296-598X2020-09-01810.3389/fenrg.2020.00161549457Mixed-Integer Linear Programming (MILP) Approach for the Synthesis of Efficient Power-to-Syngas ProcessesAndrea Maggi0Marcus Wenzel1Kai Sundmacher2Kai Sundmacher3Department for Process Systems Engineering, Max-Planck-Institute for Dynamics of Complex Technical Systems, Magdeburg, GermanyDepartment for Process Systems Engineering, Max-Planck-Institute for Dynamics of Complex Technical Systems, Magdeburg, GermanyDepartment for Process Systems Engineering, Max-Planck-Institute for Dynamics of Complex Technical Systems, Magdeburg, GermanyDepartment for Process Systems Engineering, Otto-von-Guericke University, Magdeburg, GermanyWithin the context of energy transition scenarios toward renewable resources, superstructure optimization is implemented for the synthesis of sustainable and efficient Power-to-Syngas processes. A large number of reactors (reverse water-gas-shift, steam reforming, dry reforming, tri-reforming, methane partial oxidation reactor, and water electrolyzer) and separators (PSA, TSA, cryogenics, membranes, and gas-liquid scrubbing) are included within a single MILP framework, accounting for typical operating conditions of each process-unit, under the specified simplifying assumptions. Power is minimized in the context of sustainable feedstocks: water and biogas or carbon dioxide from direct air-capture. The objective function adds the thermal to the electrical contribution to the total power, the latter being weighted by a pseudo-price of null (i.e., sustainable, in-house electricity production), or unitary value (i.e., electricity purchased, possibly generated from non-sustainable sources). Simultaneous operations of multiple reactor technologies are allowed to identify possible synergies. With biogas and null value of the pseudo-price, the results identify plant configurations mainly run via electricity, which constitutes up to 97% of the total power for co-operating partial oxidation of methane and water electrolysis. Alternatively, lower total demands are attained at the expenses of thermal duty when electricity is penalized: the endothermic reactors are operated. With carbon dioxide, the total power demand dramatically increases due to the large consumptions of direct-air capture and water electrolysis. The resulting topologies always favor membrane separation, adsorption, and cryogenics over absorption technologies.https://www.frontiersin.org/article/10.3389/fenrg.2020.00161/fullsustainabilitysyngassuperstructurebiogasCO2 utilizationPower-to-X
collection DOAJ
language English
format Article
sources DOAJ
author Andrea Maggi
Marcus Wenzel
Kai Sundmacher
Kai Sundmacher
spellingShingle Andrea Maggi
Marcus Wenzel
Kai Sundmacher
Kai Sundmacher
Mixed-Integer Linear Programming (MILP) Approach for the Synthesis of Efficient Power-to-Syngas Processes
Frontiers in Energy Research
sustainability
syngas
superstructure
biogas
CO2 utilization
Power-to-X
author_facet Andrea Maggi
Marcus Wenzel
Kai Sundmacher
Kai Sundmacher
author_sort Andrea Maggi
title Mixed-Integer Linear Programming (MILP) Approach for the Synthesis of Efficient Power-to-Syngas Processes
title_short Mixed-Integer Linear Programming (MILP) Approach for the Synthesis of Efficient Power-to-Syngas Processes
title_full Mixed-Integer Linear Programming (MILP) Approach for the Synthesis of Efficient Power-to-Syngas Processes
title_fullStr Mixed-Integer Linear Programming (MILP) Approach for the Synthesis of Efficient Power-to-Syngas Processes
title_full_unstemmed Mixed-Integer Linear Programming (MILP) Approach for the Synthesis of Efficient Power-to-Syngas Processes
title_sort mixed-integer linear programming (milp) approach for the synthesis of efficient power-to-syngas processes
publisher Frontiers Media S.A.
series Frontiers in Energy Research
issn 2296-598X
publishDate 2020-09-01
description Within the context of energy transition scenarios toward renewable resources, superstructure optimization is implemented for the synthesis of sustainable and efficient Power-to-Syngas processes. A large number of reactors (reverse water-gas-shift, steam reforming, dry reforming, tri-reforming, methane partial oxidation reactor, and water electrolyzer) and separators (PSA, TSA, cryogenics, membranes, and gas-liquid scrubbing) are included within a single MILP framework, accounting for typical operating conditions of each process-unit, under the specified simplifying assumptions. Power is minimized in the context of sustainable feedstocks: water and biogas or carbon dioxide from direct air-capture. The objective function adds the thermal to the electrical contribution to the total power, the latter being weighted by a pseudo-price of null (i.e., sustainable, in-house electricity production), or unitary value (i.e., electricity purchased, possibly generated from non-sustainable sources). Simultaneous operations of multiple reactor technologies are allowed to identify possible synergies. With biogas and null value of the pseudo-price, the results identify plant configurations mainly run via electricity, which constitutes up to 97% of the total power for co-operating partial oxidation of methane and water electrolysis. Alternatively, lower total demands are attained at the expenses of thermal duty when electricity is penalized: the endothermic reactors are operated. With carbon dioxide, the total power demand dramatically increases due to the large consumptions of direct-air capture and water electrolysis. The resulting topologies always favor membrane separation, adsorption, and cryogenics over absorption technologies.
topic sustainability
syngas
superstructure
biogas
CO2 utilization
Power-to-X
url https://www.frontiersin.org/article/10.3389/fenrg.2020.00161/full
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