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On the Performance of Long-Range Autonomous Underwater Vehicles: Enhancing the Endurance of AUVs
KTH, School of Engineering Sciences (SCI), Aeronautical and Vehicle Engineering, Naval Systems. KTH, School of Engineering Sciences (SCI), Engineering Mechanics, Vehicle Engineering and Solid Mechanics, Lättkonstruktioner, marina system, flyg- och rymdteknik, rörelsemekanik. (Centre for Naval Architecture)ORCID iD: 0000-0002-1090-9168
2022 (English)Doctoral thesis, comprehensive summary (Other academic)
Abstract [en]

Autonomous underwater vehicles (AUVs) are robotic platforms that are commonly used to gather environmental data, provide bathymetric images, and perform manipulation tasks. These robots are used not only for scientific, but also for industrial and military purposes. Climate change, political instabilities, and the increasing demand for both renewable and fossil energy sources have created a need for high-performance AUVs and particularly long-range AUVs.

The performance of long-range AUVs is characterised by several parameters, such as autonomous decision making, accurate navigation, system reliability, and vehicle endurance. The vehicle’s endurance is the key capability enabling long-range missions and is determined by the energy capacity and power consumption. By cruising at optimum speed, the vehicle endurance can be utilised most efficiently, resulting in the longest achievable vehicle range. The range of AUVs can be extended by maximising the available energy capacity and by minimising the overall power consumption. This thesis shows how the choices of propulsion system and power source can help improving the range of AUVs.

The power consumption comprises the hotel load and propulsive power. While the hotel load is largely depending on the payload sensors, the propulsive power can be minimised by choosing the right propulsion system. As a part of this thesis, the transit performance of underwater gliders is analysed using an analytical approach. The analysis yields a glide metric for the assessment of the energy efficiency of underwater gliding and allows for comparison to other conventional propulsion systems.

The most common energy systems for AUVs are primary and secondary electrochemical cells, in particular lithium-ion batteries. Alternative energy systems such as fuel cell (FC) systems can potentially improve the range of AUVs. Through a conceptual design study using off-the-shelf components, it is shown how FC systems can increase the energy capacity of AUVs. FC systems are typically implemented as hybrid systems paired with a small capacity battery system. Energy management strategies (EMS) are required to coordinate these two power sources. In this thesis, deterministic and optimisation-based strategies have been tested in simulations and evaluated against realistic AUV power consumption data from field trials. The results suggest that the complexity of the EMS needs to grow with mission complexity. While deterministic methods can yield the lowest energy consumption for standard missions (e.g. bathymetric imaging), optimisation-based methods provide best load-following behavior, making these methods better suited for retaining power reliability through maintaining battery state of charge.

Abstract [sv]

Autonoma undervattensfarkoster (AUV) är robotplattformar som vanligtvis används för att samla in miljödata, tillhandahålla batymetriska bilder och/eller utföra manipulationsuppgifter. Dessa robotar används inte bara för vetenskapliga, utan också industriella och militära ändamål. Klimatförändringar och politiska instabiliteter har skapat ett ökat behov av AUV:er med lång räckvidd som till exempel kan samla in oceanografisk data från under avlägsna antarktiska istungor eller utföra undervattens- och spaningsuppdrag för att säkerställa landets säkerhet. Idag hindras AUV:er i sin operation ofta av sin begränsade räckvidd och är dessutom generellt tvingade att färdas i låg hastighet. Ökad användning av AUV:er är därför starkt beroende av val av optimalt framdrivnings- och energisystem.

Konventionella framdrivningssystem omfattar propellrar och flytkraftsmotorer. Som en del av detta doktorsarbete analyseras analytiskt transitprestanda hos undervattens- glidare. Analysen ger ett ”glide-metric” som möjliggör snabb och enkel bedömning av effektiviteten av undervattensglidning med hjälp av fordonens hydrodynamiska koefficienter för lyft och motstånd – parametrar, som vanligtvis erhålls och finns tillgängliga under designprocessen. Resultaten visar vidare att för Myring-formade kroppar kan undervattensglidning vara den mest effektiva framdrivnings-metoden, givet en effektiv design av flytkraftsmotorn.

Idag drivs de flesta AUV:er av laddningsbara litiumjonbatterier. En alternativ lösning för att öka användbarheten av AUV:er är implementeringen av bränslecellssysteme (FCS). Genom konceptuell design med användning av färdiga komponenter visas i detta arbete hur FCS:er kan överträffa Li-ion-system när det gäller energitäthet på systemnivå. FC-systemet implementeras vanligtvis som hybridsystem parade med ett batterisystem med liten kapacitet. Energy Management Strategies (EMS) krävs för att samordna dessa två kraftkällor. Både deterministiska och optimeringsbaserade strategier har testats i simulering och utvärderats mot realistiska AUV-strömförbrukningsdata från fältförsök. Eftersom bränsleekonomi bara är en av flera utvärderingsparametrar, förutom t.ex. krafttillförlitlighet och systemförsämring, visar resultaten att komplexiteten hos EMS måste växa med uppdragets komplexitet

Place, publisher, year, edition, pages
Stockholm: KTH Royal Institute of Technology, 2022.
Series
TRITA-SCI-FOU ; 2022:29
Keywords [en]
Autonomous underwater vehicles, Underwater gliders, Propulsion, Fuel cell, Energy management strategies
Keywords [sv]
Autonom undervattensfarkost, Undervattensglidning, Propulsion, Bränslecell, Energy Management Strategies
National Category
Vehicle and Aerospace Engineering
Research subject
Vehicle and Maritime Engineering
Identifiers
URN: urn:nbn:se:kth:diva-312392ISBN: 978-91-8040-265-1 (print)OAI: oai:DiVA.org:kth-312392DiVA, id: diva2:1658728
Public defence
2022-06-15, Auditorium, Kristineberg Center, 450 34 Fiskebäcksil, 09:00 (English)
Opponent
Supervisors
Funder
Swedish Foundation for Strategic Research, IRC15-0046
Note

QC 220518

Available from: 2022-05-18 Created: 2022-05-17 Last updated: 2025-02-14Bibliographically approved
List of papers
1. Design of an AUV Research Platform for Demonstration of Novel Technologies
Open this publication in new window or tab >>Design of an AUV Research Platform for Demonstration of Novel Technologies
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2018 (English)In: AUV 2018 - 2018 IEEE/OES Autonomous Underwater Vehicle Workshop, Proceedings, Institute of Electrical and Electronics Engineers Inc. , 2018Conference paper, Published paper (Refereed)
Abstract [en]

Maribot LoLo is an autonomous underwater vehicle (AUV) developed at the KTH Centre for Naval Architecture as part of the Swedish Maritime Robotics Centre (SMaRC). The center's cross-disciplinary activities require an AUV research platform that can be used for data collection and to test and demonstrate novel technologies. The challenge herein is to create a well-performing and yet versatile vehicle. This paper introduces Maribot LoLo and presents the underlying design philosophy which focuses on versatility and endurance. A free-flooded hull offers modularity and modifiability while reliability and robustness are achieved through hardware redundancy and a hierarchical captain-scientist relationship in the embedded system. The vehicle is designed to be operated at moderate water depths and on long-range missions. This leads to challenges in the design of the variable buoyancy system (VBS) which also is presented. The achievable range of the AUV is evaluated with a simple hydrodynamics model based on frictional drag.

Place, publisher, year, edition, pages
Institute of Electrical and Electronics Engineers Inc., 2018
Keywords
AUV, buoyancy system, design, long range, research, SMaRC, underwater robotics, versatility, Autonomous vehicles, Buoyancy, Naval architecture, Redundancy, Robotics, Autonomous underwater vehicles (AUV), Cross-disciplinary Activities, Hydrodynamics modeling, Reliability and robustness, Autonomous underwater vehicles
National Category
Vehicle and Aerospace Engineering
Identifiers
urn:nbn:se:kth:diva-262409 (URN)10.1109/AUV.2018.8729729 (DOI)000492901600027 ()2-s2.0-85068336727 (Scopus ID)9781728102535 (ISBN)
Conference
2018 IEEE/OES Autonomous Underwater Vehicle Workshop, AUV 2018, 6-9 November 2018, Porto, Portugal
Note

QC 20191024

Available from: 2019-10-24 Created: 2019-10-24 Last updated: 2025-02-14Bibliographically approved
2. Glider performance analysis and intermediate-fidelity modelling of underwater vehicles
Open this publication in new window or tab >>Glider performance analysis and intermediate-fidelity modelling of underwater vehicles
2020 (English)In: Ocean Engineering, ISSN 0029-8018, E-ISSN 1873-5258, Vol. 210, article id 107567Article in journal (Refereed) Published
Abstract [en]

This paper analyses the transit performance of state-of-the-art underwater vehicles and presents an intermediate-fidelity steady-state flight mechanics model for qualitative performance assessment of underwater vehicles. Focusing on the comparison of underwater gliders and propeller-driven AUVs, a simple glide metric is presented and the transit performance of the legacy underwater gliders Slocum, Spray and Seaglider as well as propeller-modified versions thereof is evaluated. The evaluation is based on various data sets from wind tunnel tests and Computational Fluid Dynamics (CFD) studies, and shows that for the respective hull shapes gliding locomotion proves more efficient in ideal conditions. However, biofouling conditions inflict a double penalty on glider performance, rendering gliders inferior to propeller-driven vehicles. The Slocum data set is used to validate a steady-state flight mechanics model for qualitative performance prediction. It is shown that even simplistic models based on semi-empirical and analytical expressions can be successfully used for design optimization through parametrization. Being computationally efficient, the model can be a useful tool for design engineers in early design phases. The model is used to evaluate the effects of wing span on gliding efficiency, indicating that the current design of the Slocum glider is near-optimal.

Place, publisher, year, edition, pages
Elsevier BV, 2020
Keywords
Autonomous Underwater Vehicle (AUV), Underwater glider, Performance, Hydrodynamic modelling
National Category
Fluid Mechanics
Identifiers
urn:nbn:se:kth:diva-279173 (URN)10.1016/j.oceaneng.2020.107567 (DOI)000551161000033 ()2-s2.0-85085758343 (Scopus ID)
Note

QC 20200908

Available from: 2020-09-08 Created: 2020-09-08 Last updated: 2025-02-09Bibliographically approved
3. Energy Management Strategies for Fuel Cell-Battery Hybrid AUVs
Open this publication in new window or tab >>Energy Management Strategies for Fuel Cell-Battery Hybrid AUVs
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2020 (English)In: 2020 IEEE/OES Autonomous Underwater Vehicles Symposium, AUV 2020, Institute of Electrical and Electronics Engineers (IEEE) , 2020Conference paper, Published paper (Refereed)
Abstract [en]

This paper presents a comparison of different energy management strategies (EMS) for autonomous underwater vehicles (AUV) with fuel cell-battery hybrid power systems. Sophisticated EMS can decrease energy consumption, limit fuel cell degradation or increase reliability. EMS for hybrid vehicles have been studied extensively in the automotive industry where standardised drive cycles are applied. As for AUVs, there are no standard drive cycles and power profiles can vary significantly depending on the type of mission. In this study, rule-based and optimization-based EMS are compared. The rule-based strategies rely on deterministic rules and fuzzy logic, the optimization-based strategies minimize a constrained cost function to efficiently split the power demand. The EMS are evaluated against a previously sampled power profile of a Hugin 3000 AUV. The evaluation against real power profiles adds significant value to this study. 

Place, publisher, year, edition, pages
Institute of Electrical and Electronics Engineers (IEEE), 2020
National Category
Electrical Engineering, Electronic Engineering, Information Engineering
Identifiers
urn:nbn:se:kth:diva-292683 (URN)10.1109/AUV50043.2020.9267932 (DOI)000896378600049 ()2-s2.0-85098495025 (Scopus ID)
Conference
2020 IEEE/OES Autonomous Underwater Vehicles Symposium, AUV 2020, 30 September - 2 October 2020, St John's, NL, Canada
Note

QC 20230921

Available from: 2021-04-12 Created: 2021-04-12 Last updated: 2023-09-21Bibliographically approved
4. Evaluation of energy management strategies for fuel cell/battery-powered underwater vehicles against field trial data
Open this publication in new window or tab >>Evaluation of energy management strategies for fuel cell/battery-powered underwater vehicles against field trial data
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2022 (English)In: Energy Conversion and Management: X, E-ISSN 2590-1745, Vol. 14, p. 100193-100193, article id 100193Article in journal (Refereed) Published
Abstract [en]

This study combines high-fidelity simulation models with experimental power consumption data to evaluate the performance of Energy Management Strategies (EMS) for fuel cell/battery hybrid Autonomous Underwater Vehicles (AUV). The performance criteria are energy efficiency, power reliability and system degradation. The lack of standardized drive cycles is met by the cost-efficient solution of synthesizing power profiles from sampled AUV field trial data. Three power profiles are used to evaluate finite-state machine, fuzzy logic and two optimization-based EMS. The results reveal that there is a trade-off between the objectives. The rigidity of the EMS determines its load-following behavior and consequently the performance regarding the objectives. Rule-based methods are particularly suitable to design energy-efficient operations, whereas optimization-based methods can easily be tuned to provide power reliability through load-following behavior. Both classes of EMS can be best-choice methods for different types of missions.

Place, publisher, year, edition, pages
Elsevier BV, 2022
Keywords
Autonomous underwater vehicle (AUV), Fuel cell, Hybrid, Energy management strategies
National Category
Chemical Engineering
Identifiers
urn:nbn:se:kth:diva-311099 (URN)10.1016/j.ecmx.2022.100193 (DOI)000806559200002 ()2-s2.0-85124416261 (Scopus ID)
Note

QC 20220420

Available from: 2022-04-19 Created: 2022-04-19 Last updated: 2024-06-26Bibliographically approved
5. Fuel Cells in Practice: Challenges and Benefits for AUVs
Open this publication in new window or tab >>Fuel Cells in Practice: Challenges and Benefits for AUVs
2022 (English)In: Oceans Conference Record (IEEE), Institute of Electrical and Electronics Engineers Inc. , 2022Conference paper, Published paper (Refereed)
Abstract [en]

This study focuses on the feasibility and benefits of implementing of a fuel cell/battery hybrid power system in the autonomous underwater vehicle LoLo. We highlight the practical implications and challenges related to such a power system conversion and compare the benefits of using a fuel cell system rather than a pure battery system. Storage of hydrogen and oxygen as pressurized gases is considered most suitable for a conversion of this kind. In order to outperform Li-ion battery packs, high-pressure gas storage is required, preferably at pressures of 500 MPa or higher. Through a market analysis, we analyze the performance of commercial gas cylinders in terms of volumetric and gravimetric densities. This information can subsequently be used to compare energy density and effective energy density for the respective power systems. The study exemplifies how fuel cell/battery hybrid systems can provide up to 75% higher effective energy density compared to conventional battery packs. Ongoing developments in the fuel cell and auxiliary system markets are likely to allow for further optimization of the fuel cell system.

Place, publisher, year, edition, pages
Institute of Electrical and Electronics Engineers Inc., 2022
Series
Ocean, ISSN 0197-7385
Keywords
Autonomous Underwater Vehicle; AUV; battery; fuel cell
National Category
Vehicle and Aerospace Engineering
Identifiers
urn:nbn:se:kth:diva-312381 (URN)10.1109/OCEANSChennai45887.2022.9775283 (DOI)000819486100079 ()2-s2.0-85131700571 (Scopus ID)
Conference
OCEANS 2022, Chennai, India, 21-24 February 2022
Note

QC 20220518

QC 20220715

Available from: 2022-05-17 Created: 2022-05-17 Last updated: 2025-02-14Bibliographically approved

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