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Simultaneous Optimization of Real-Time Control Strategies and Powertrain Design for Fuel Cell Hybrid Vehicles
Technical Paper
2019-24-0199
ISSN: 0148-7191, e-ISSN: 2688-3627
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English
Abstract
The successful introduction of low-carbon footprint and highly efficient fuel cell vehicles represents nowadays a key action to achieve sustainable mobility worldwide. The main technological barriers (i.e., market price, lifetime and performance) to be overcome justifies an increasing attention towards the development of mathematical tools featuring co-optimization capabilities, so as to adequately account for the strong interactions and mutual influence between design criteria and selected control strategies. This paper thus presents and discusses the integration of a comprehensive model of a generic FCHV architecture with a specifications independent control strategy within a modular constrained optimization algorithm, the latter conceived in such a way to simultaneously find the optimal FCHV powertrain design and real-time applicable control strategies. Suitable design and energy management criteria, accounting for also the impact of driving mission on proper management of available power sources, were selected. The proposed co-optimization procedure aims at determining the main powertrain design parameters (i.e., nominal fuel cell system power and battery pack energy density), as well as some key driving cycle-related information (i.e., power prediction time horizon), so as to enable effective adaptation of the specifications independent control strategy to the current design. The latter aspect is particularly contributing as it allows accounting for the impact of most frequent driving path on vehicle optimization, as well as ensuring proper cycle dependent energy management be performed in each driving mission. When applying the methodology to a specific driving cycle, it was possible demonstrating that the selected optimization variables allow exploiting to the maximum extent the known positive characteristics of fuel cell technology in conjunction with driving cycle features. Moreover, optimization outcomes indicate that range-extender designs, with degree of hybridization as high as 0.8, shall be preferred to maximize the benefits associated to easy-to-apply rule-based control strategies developed for efficient FCHV powertrain destined to a wide range of end-users.
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Sorrentino, M. and Capaldo, D., "Simultaneous Optimization of Real-Time Control Strategies and Powertrain Design for Fuel Cell Hybrid Vehicles," SAE Technical Paper 2019-24-0199, 2019, https://doi.org/10.4271/2019-24-0199.Data Sets - Support Documents
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References
- Intergovernmental Panel on Climate Change Climate Change 2014: Mitigation of Climate Change: Working Group III Contribution to the IPCC Fifth Assessment Report Cambridge Cambridge University Press 2015
- Weiss , M.A. , Heywood , J.B. , Schafer , A. , and Natarajan , V.K. 2003
- Katrašnik , T. Impact of Vehicle Propulsion Electrification on Well-to-Wheel CO 2 Emissions of a Medium Duty Truck Applied Energy 108 236 247 2013
- Cinti , G. , Frattini , D. , Jannelli , E. , Desideri , U. , and Bidini , G. Coupling Solid Oxide Electrolyser (SOE) and Ammonia Production Plant Applied Energy 192 466 476 2017
- Ramadhani , F. , Hussain , M.A. , Mokhlis , H. , Fazly , M. , and Ali , J.M. Evaluation of Solid Oxide Fuel Cell Based Polygeneration System in Residential Areas Integrating with Electric Charging and Hydrogen Fueling Stations for Vehicles Applied Energy 238 1373 1388 2019
- Sorrentino , M. , Maiorino , M. , and Pianese , C. An Integrated Mathematical Tool Aimed at Developing Highly Performing and Cost-Effective Fuel Cell Hybrid Vehicles Journal of Power Sources 221 308 317 2013
- Barelli , L. , Bidini , G. , Ottaviano , P.A. , Pelosi , D. Vanadium Redox Flow Batteries Application to Electric Buses Propulsion: Performance Analysis of Hybrid Energy Storage System Journal of Energy Storage 24 100770
- Larminie , J. and Dicks , A. Fuel Cell Systems Explained New York Wiley 2002
- Navigant Research Market Data: Advanced Energy Storage for Automotive Applications 2017 https://www.navigantresearch.com/reports/market-data-advanced-energy-storage-for-automotive-applications
- Donateo , T. , Ficarella , A. , Spedicato , L. , Arista , A. , and Ferraro , M. A New Approach to Calculating Endurance in Electric Flight and Comparing Fuel Cells and Batteries Applied Energy 187 807 819 2017
- Song , K. , Li , F. , Hu , X. , He , L. et al. Multi-Mode Energy Management Strategy for Fuel Cell Electric Vehicles Based on Driving Pattern Identification Using Learning Vector Quantization Neural Network Algorithm Journal of Power Sources 389 230 239 2018
- Southall , G.D. and Khare , A. The Feasibility of Distributed Hydrogen Production from Renewable Energy Sources and the Financial Contribution from UK Motorists on Environmental Grounds Sustainable Cities and Society 26 134 149 2016
- The Fuel Cells and Hydrogen Joint Undertaking Addendum to the Multi-Annual Work Plan 2014-2020 2018 https://www.fch.europa.eu/sites/default/files/MAWP%20final%20version_endorsed%20GB%2015062018%20%28ID%203712421%29.pdf
- Overton , T.W. and Maize , K. Whatever Happened to Fuel Cells? Power 161 5 2017
- Konno , N. , Mizuno , S. , Nakaji , H. , and Ishikawa , Y. Development of Compact and High-Performance Fuel Cell Stack SAE International Journal of Alternative Powertrains 4 123 129 2015
- Greene , D.L. , Lin , Z. , and Dong , J. Analyzing the Sensitivity of Hydrogen Vehicle Sales to Consumers’ Preferences International Journal of Hydrogen Energy 38 15857 15867 2013
- Villante , C. , Anatone , M. , and De Vita , A. On WTW and TTW Specific Energy Consumption and CO2 Emissions of Conventional, Series Hybrid and Fully Electric Buses SAE International Journal of Alternative Powertrains 7 1 2018
- Edwards , R. , Larivé , J. , Rickeard , D. , and Weindorf , W. WELL-TO-TANK Report Version 4a 2014 https://iet.jrc.ec.europa.eu/about-jec/sites/iet.jrc.ec.europa.eu.about-jec/files/documents/report_2014/wtt_report_v4a.pdf
- Valenti , M. 800 km Alla Scoperta Dell’idrogeno 2018 https://www.quattroruote.it/news/primo_contatto/2018/06/05/toyota_mirai_il_nostro_test_800_km_a_idrogeno.html
- The Fuel Cells and Hydrogen Joint Undertaking FCH2-JU 2015 Calls-ANNEX I Work Plan 2015-Part I Operations 2015 http://www.fch.europa.eu/sites/default/files/h2020-wp15-fch_en.pdf
- Zhao , J. and Sciarretta , A. Design and Control co-Optimization for Hybrid Powertrains: Development of Dedicated Optimal Energy Management Strategy IFAC-Papers OnLine 49 277 284 2016
- Guo , H. , Sun , Q. , Wang , C. , Wang , Q. , and Lu , S. A Systematic Design and Optimization Method of Transmission System and Power Management for a Plug-in Hybrid Electric Vehicle Energy 148 1006 1017 2018
- Hu , X. , Murgovski , N. , Johannesson , L.M. , and Egardt , B. Optimal Dimensioning and Power Management of a Fuel Cell/Battery Hybrid Bus Via Convex Programming IEEE/ASME Transactions on Mechatronics 20 457 468 2015
- Solano , J. , Hissel , D. , and Pera , M.C. Fail-Safe Power for Hybrid Electric Vehicles: Implementing a Self-Sustained Global Energy Management System IEEE Vehicular Technology Magazine 13 34 39 2018
- Sorrentino , M. , Cirillo , V. , and Nappi , L. Development of Flexible Procedures for co-Optimizing Design and Control of Fuel Cell Hybrid Vehicles Energy Conversion and Management 185 537 551 2019
- Sorrentino , M. , Mauramati , F. , Arsie , I. , Cricchio , A. , Pianese , C. , and Nesci , W. Application of Willans Line Method for Internal Combustion Engines Scalability towards the Design and Optimization of Eco-Innovation Solutions 12th International Conference on Engines & Vehicles September 6, 2015
- Nelson , P. , Amine , K. , and Rousseau , A. Advanced Lithium-Ion Batteries for Plug-in Hybrid-Electric Vehicles 2007 www.transportation.anl.gov/pdfs/HV/461.pdf
- Sorrentino , M. , Pianese , C. , and Cilento , M. A Specification Independent Control Strategy for Simultaneous Optimization of Fuel Cell Hybrid Vehicle Design and Energy Management IFAC-Papers OnLine 2016 49 369 376 2016
- Sciarretta , A. and Guzzella , L. Control of Hybrid Electric Vehicles IEEE Control Systems Magazine 27 60 70 2007
- Sorrentino , M. , Rizzo , G. , and Arsie , I. Analysis of a Rule-Based Control Strategy for on-Board Energy Management of Series Hybrid Vehicles Control Engineering Practice 19 1433 1441 2011