Optimizing design and dispatch of a renewable energy system with combined heat and power

Hirwa, Jusse; Ogunmodede, Oluwaseun; Zolan, Alexander; Newman, Alexandra M.

doi:10.1007/s11081-021-09674-4

Title: Optimizing design and dispatch of a renewable energy system with combined heat and power

Journal Article · 09 January 2022 · Optimization and Engineering

DOI: https://doi.org/10.1007/s11081-021-09674-4 · OSTI ID:1843353

Hirwa, Jusse ^[1]; Ogunmodede, Oluwaseun ^[1];

^[2]; Newman, Alexandra M. ^[1]

Colorado School of Mines, Golden, CO (United States)
National Renewable Energy Lab. (NREL), Golden, CO (United States)

We embellish a mixed-integer program that prescribes a set of renewable energy, conventional generation, and storage technologies to procure, along with a corresponding dispatch strategy. Specifically, we add combined heat and power to this set. The model minimizes fixed and operational costs less incentives for the use of various technologies, subject to a series of component interoperability and system-wide constraints. The resulting mixed-integer linear program contains hundreds of thousands of variables and constraints. We demonstrate how to efficiently formulate and solve the corresponding instances such that we produce near-optimal solutions in minutes. A previous rendition of the model required hours of solution time for the same instances.

View Accepted Manuscript (DOE)

Cite

Export

Save

Research Organization:: National Renewable Energy Laboratory (NREL), Golden, CO (United States)

Sponsoring Organization:: USDOE Office of Energy Efficiency and Renewable Energy (EERE), Energy Efficiency Office. Federal Energy Management Program Office; USDOE Office of Energy Efficiency and Renewable Energy (EERE), Energy Efficiency Office. Advanced Manufacturing Office

Grant/Contract Number:: AC36-08GO28308

OSTI ID:: 1843353

Report Number(s):: NREL/JA-5700-79097; MainId:33323; UUID:661a144a-c264-4740-b9f5-f09783d4b604; MainAdminID:63713

Journal Information:: Optimization and Engineering, Journal Name: Optimization and Engineering Journal Issue: 3 Vol. 23; ISSN 1389-4420

Publisher:: SpringerCopyright Statement

Country of Publication:: United States

Language:: English

References (41)

A mixed-integer nonlinear program for the optimal design and dispatch of distributed generation systems Pruitt, Kristopher A.; Leyffer, Sven; Newman, Alexandra M. Optimization and Engineering, Vol. 15, Issue 1 https://doi.org/10.1007/s11081-013-9226-6	journal	August 2013
Optimal design and dispatch of a system of diesel generators, photovoltaics and batteries for remote locations Scioletti, Michael S.; Newman, Alexandra M.; Goodman, Johanna K. Optimization and Engineering, Vol. 18, Issue 3 https://doi.org/10.1007/s11081-017-9355-4	journal	May 2017
Dynamic optimization of a district energy system with storage using a novel mixed-integer quadratic programming algorithm Blackburn, Landen; Young, Aaron; Rogers, Pratt Optimization and Engineering, Vol. 20, Issue 2 https://doi.org/10.1007/s11081-018-09419-w	journal	January 2019
Design and dispatch optimization of a solid-oxide fuel cell assembly for unconventional oil and gas production Anyenya, Gladys A.; Braun, Robert J.; Lee, Kyung Jae Optimization and Engineering, Vol. 19, Issue 4 https://doi.org/10.1007/s11081-018-9400-y	journal	September 2018
Optimal design and dispatch of a hybrid microgrid system capturing battery fade Goodall, Gavin; Scioletti, Michael; Zolan, Alex Optimization and Engineering, Vol. 20, Issue 1 https://doi.org/10.1007/s11081-018-9404-7	journal	November 2018
Dispatch optimization of concentrating solar power with utility-scale photovoltaics Hamilton, William T.; Husted, Mark A.; Newman, Alexandra M. Optimization and Engineering, Vol. 21, Issue 1 https://doi.org/10.1007/s11081-019-09449-y	journal	September 2019
Working fluid selection for organic rankine cycles via deterministic global optimization of design and operation Huster, Wolfgang R.; Schweidtmann, Artur M.; Mitsos, Alexander Optimization and Engineering, Vol. 21, Issue 2 https://doi.org/10.1007/s11081-019-09454-1	journal	July 2019
Flexible here-and-now decisions for two-stage multi-objective optimization: method and application to energy system design selection Hollermann, Dinah Elena; Goerigk, Marc; Hoffrogge, Dörthe Franzisca Optimization and Engineering, Vol. 22, Issue 2 https://doi.org/10.1007/s11081-020-09530-x	journal	July 2020
Nonlinear optimization of district heating networks Krug, Richard; Mehrmann, Volker; Schmidt, Martin Optimization and Engineering https://doi.org/10.1007/s11081-020-09549-0	journal	September 2020
Computational framework for behind-the-meter DER techno-economic modeling and optimization: REopt Lite Mishra, Sakshi; Pohl, Josiah; Laws, Nick Energy Systems https://doi.org/10.1007/s12667-021-00446-8	journal	May 2021
Multi-criteria optimization of a district cogeneration plant integrating a solid oxide fuel cell–gas turbine combined cycle, heat pumps and chillers Burer, M.; Tanaka, K.; Favrat, D. Energy, Vol. 28, Issue 6 https://doi.org/10.1016/S0360-5442(02)00161-5	journal	May 2003
A review of computer tools for analysing the integration of renewable energy into various energy systems Connolly, D.; Lund, H.; Mathiesen, B. V. Applied Energy, Vol. 87, Issue 4 https://doi.org/10.1016/j.apenergy.2009.09.026	journal	April 2010
Evaluating shortfalls in mixed-integer programming approaches for the optimal design and dispatch of distributed generation systems Pruitt, Kristopher A.; Braun, Robert J.; Newman, Alexandra M. Applied Energy, Vol. 102 https://doi.org/10.1016/j.apenergy.2012.07.030	journal	February 2013
Establishing conditions for the economic viability of fuel cell-based, combined heat and power distributed generation systems Pruitt, Kristopher A.; Braun, Robert J.; Newman, Alexandra M. Applied Energy, Vol. 111 https://doi.org/10.1016/j.apenergy.2013.06.025	journal	November 2013
Optimal sizing, operating strategy and operational experience of a stand-alone microgrid on Dongfushan Island Zhao, Bo; Zhang, Xuesong; Li, Peng Applied Energy, Vol. 113 https://doi.org/10.1016/j.apenergy.2013.09.015	journal	January 2014
Optimization of a Distributed Cogeneration System with solar district heating Buoro, Dario; Pinamonti, Piero; Reini, Mauro Applied Energy, Vol. 124 https://doi.org/10.1016/j.apenergy.2014.02.062	journal	July 2014
Optimizing Distributed Energy Resources and building retrofits with the strategic DER-CAModel Stadler, M.; Groissböck, M.; Cardoso, G. Applied Energy, Vol. 132 https://doi.org/10.1016/j.apenergy.2014.07.041	journal	November 2014
Options for residential building services design using fuel cell based micro-CHP and the potential for heat integration Adam, Alexandros; Fraga, Eric S.; Brett, Dan J. L. Applied Energy, Vol. 138 https://doi.org/10.1016/j.apenergy.2014.11.005	journal	January 2015
Optimisation of the capacity and the dispatch of decentralised micro-CHP systems: A case study for the UK Merkel, Erik; McKenna, Russell; Fichtner, Wolf Applied Energy, Vol. 140 https://doi.org/10.1016/j.apenergy.2014.11.036	journal	February 2015
Optimal distributed energy resources and the cost of reduced greenhouse gas emissions in a large retail shopping centre Braslavsky, Julio H.; Wall, Josh R.; Reedman, Luke J. Applied Energy, Vol. 155 https://doi.org/10.1016/j.apenergy.2015.05.085	journal	October 2015
A rolling horizon optimization framework for the simultaneous energy supply and demand planning in microgrids Silvente, Javier; Kopanos, Georgios M.; Pistikopoulos, Efstratios N. Applied Energy, Vol. 155 https://doi.org/10.1016/j.apenergy.2015.05.090	journal	October 2015
A mixed integer linear programming approach for optimal DER portfolio, sizing, and placement in multi-energy microgrids Mashayekh, Salman; Stadler, Michael; Cardoso, Gonçalo Applied Energy, Vol. 187 https://doi.org/10.1016/j.apenergy.2016.11.020	journal	February 2017
Electrical hubs: An effective way to integrate non-dispatchable renewable energy sources with minimum impact to the grid Perera, A. T. D.; Nik, Vahid M.; Mauree, Dasaraden Applied Energy, Vol. 190 https://doi.org/10.1016/j.apenergy.2016.12.127	journal	March 2017
Integration of distributed generation technologies on sustainable buildings Fuentes-Cortés, Luis Fabián; Flores-Tlacuahuac, Antonio Applied Energy, Vol. 224 https://doi.org/10.1016/j.apenergy.2018.04.110	journal	August 2018
Optimizing design and dispatch of a renewable energy system Ogunmodede, Oluwaseun; Anderson, Kate; Cutler, Dylan Applied Energy, Vol. 287 https://doi.org/10.1016/j.apenergy.2021.116527	journal	April 2021
Optimization of an SOFC-based decentralized polygeneration system for providing energy services in an office-building in Tōkyō Weber, Céline; Maréchal, François; Favrat, Daniel Applied Thermal Engineering, Vol. 26, Issue 13 https://doi.org/10.1016/j.applthermaleng.2005.05.031	journal	September 2006
Operational planning of combined heat and power plants through genetic algorithms for mixed 0–1 nonlinear programming Gopalakrishnan, Hariharan; Kosanovic, Dragoljub Computers & Operations Research, Vol. 56 https://doi.org/10.1016/j.cor.2014.11.001	journal	April 2015
CO2 emissions trading planning in combined heat and power production via multi-period stochastic optimization Rong, Aiying; Lahdelma, Risto European Journal of Operational Research, Vol. 176, Issue 3 https://doi.org/10.1016/j.ejor.2005.11.003	journal	February 2007
Off-design performance of molten salt-driven Rankine cycles and its impact on the optimal dispatch of concentrating solar power systems Hamilton, William T.; Newman, Alexandra M.; Wagner, Michael J. Energy Conversion and Management, Vol. 220 https://doi.org/10.1016/j.enconman.2020.113025	journal	September 2020
DESOD: a mathematical programming tool to optimally design a distributed energy system Bracco, Stefano; Dentici, Gabriele; Siri, Silvia Energy, Vol. 100 https://doi.org/10.1016/j.energy.2016.01.050	journal	April 2016
Distributed generation technologies, definitions and benefits El-Khattam, W.; Salama, M. M. A. Electric Power Systems Research, Vol. 71, Issue 2 https://doi.org/10.1016/j.epsr.2004.01.006	journal	October 2004
Balmorel open source energy system model Wiese, Frauke; Bramstoft, Rasmus; Koduvere, Hardi Energy Strategy Reviews, Vol. 20 https://doi.org/10.1016/j.esr.2018.01.003	journal	April 2018
Optimal investment paths for future renewable based energy systems—Using the optimisation model Balmorel Karlsson, K.; Meibom, P. International Journal of Hydrogen Energy, Vol. 33, Issue 7 https://doi.org/10.1016/j.ijhydene.2008.01.031	journal	April 2008
A review of modelling tools for energy and electricity systems with large shares of variable renewables Ringkjøb, Hans-Kristian; Haugan, Peter M.; Solbrekke, Ida Marie Renewable and Sustainable Energy Reviews, Vol. 96 https://doi.org/10.1016/j.rser.2018.08.002	journal	November 2018
North Sea offshore grid development: combined optimisation of grid and generation investments towards 2050 Koivisto, Matti; Gea‐Bermúdez, Juan; Sørensen, Poul IET Renewable Power Generation, Vol. 14, Issue 8 https://doi.org/10.1049/iet-rpg.2019.0693	journal	February 2020
Bali Energy Planning: Optimization of Energy Resources for Electrical Generation 2019-2028 Nasution, Eldi Firmansyah; Shadiq, Jakfar; Purnomo, Heri Setyo 2019 2nd International Conference on High Voltage Engineering and Power Systems (ICHVEPS) https://doi.org/10.1109/ICHVEPS47643.2019.9011057	conference	October 2019
An Approach to Quantify the Technical Benefits of Distributed Generation Chiradeja, P.; Ramakumar, R. IEEE Transactions on Energy Conversion, Vol. 19, Issue 4 https://doi.org/10.1109/TEC.2004.827704	journal	December 2004
Cutting Big M Down to Size Camm, Jeffrey D.; Raturi, Amitabh S.; Tsubakitani, Shigeru Interfaces, Vol. 20, Issue 5 https://doi.org/10.1287/inte.20.5.61	journal	October 1990
Formulating Integer Linear Programs: A Rogues' Gallery Brown, Gerald G.; Dell, Robert F. INFORMS Transactions on Education, Vol. 7, Issue 2 https://doi.org/10.1287/ited.7.2.153	journal	January 2007
REopt: A Platform for Energy System Integration and Optimization Anderson, Katherine H.; Cutler, Dylan S.; Olis, Daniel R. https://doi.org/10.2172/1395453	report	September 2017
An Optimisation Study on Integrating and Incentivising Thermal Energy Storage (TES) in a Dwelling Energy System Oluleye, Gbemi; Allison, John; Kelly, Nicolas Energies, Vol. 11, Issue 5 https://doi.org/10.3390/en11051095	journal	April 2018

Similar Records

Optimizing design and dispatch of a renewable energy system

Journal Article · 2021 · Applied Energy · OSTI ID:1768285

Ogunmodede, Oluwaseun; Anderson, Kate; Cutler, Dylan; +1 more

Decomposing a renewable energy design and dispatch model

Journal Article · 2024 · Optimization and Engineering · OSTI ID:2475478

Wales, Jesse; Zolan, Alexander; Flamand, Tülay; +1 more

Optimal design and dispatch of a system of diesel generators, photovoltaics and batteries for remote locations

Journal Article · 2017 · Optimization and Engineering · OSTI ID:1393847

Scioletti, Michael S.; Newman, Alexandra M.; Goodman, Johanna K.; +2 more

Related Subjects

24 POWER TRANSMISSION AND DISTRIBUTION
combined heat and power systems
efficient formulations
mixed-integer linear optimization
renewable energy

Title: Optimizing design and dispatch of a renewable energy system with combined heat and power

Citation Formats

References (41)

Similar Records

Related Subjects