TY  - JOUR
A1  - Fayyazi, Mojgan
A1  - Sardar, Paramjotsingh
A1  - Thomas, Sumit Infent
A1  - Daghigh, Roonak
A1  - Jamali, Ali
A1  - Esch, Thomas
A1  - Kemper, Hans
A1  - Langari, Reza
A1  - Khayyam, Hamid
T1  - Artificial intelligence/machine learning in energy management systems, control, and optimization of hydrogen fuel cell vehicles
N2  - Environmental emissions, global warming, and energy-related concerns have accelerated the advancements in conventional vehicles that primarily use internal combustion engines. Among the existing technologies, hydrogen fuel cell electric vehicles and fuel cell hybrid electric vehicles may have minimal contributions to greenhouse gas emissions and thus are the prime choices for environmental concerns. However, energy management in fuel cell electric vehicles and fuel cell hybrid electric vehicles is a major challenge. Appropriate control strategies should be used for effective energy management in these vehicles. On the other hand, there has been significant progress in artificial intelligence, machine learning, and designing data-driven intelligent controllers. These techniques have found much attention within the community, and state-of-the-art energy management technologies have been developed based on them. This manuscript reviews the application of machine learning and intelligent controllers for prediction, control, energy management, and vehicle to everything (V2X) in hydrogen fuel cell vehicles. The effectiveness of data-driven control and optimization systems are investigated to evolve, classify, and compare, and future trends and directions for sustainability are discussed.
KW  - optimization system
KW  - intelligent control
KW  - fuel cell vehicle
KW  - machine learning
KW  - artificial intelligence
KW  - intelligent energy management
Y1  - 2023
U6  - https://doi.org/10.3390/su15065249
N1  - This article belongs to the Special Issue "Circular Economy and Artificial Intelligence"
VL  - 15
IS  - 6
SP  - 38
PB  - MDPI
CY  - Basel
ER  - 
TY  - JOUR
A1  - Faßbender, F.
A1  - Schmitt, G.
A1  - Schöning, Michael Josef
A1  - Lüth, H.
A1  - Buß, G.
A1  - Schultze, J. W.
T1  - Optimization of passivation layers for corrosion protection of silicon-based microelectrode arrays
JF  - Sensors and Actuators B. 68 (2000), H. 1-3
Y1  - 2000
SN  - 0925-4005
SP  - 128
EP  - 133
ER  - 
TY  - JOUR
A1  - Faßbender, F.
A1  - Schmitt, G.
A1  - Schöning, Michael Josef
A1  - Lüth, H.
A1  - Buß, G.
A1  - Schultze, J. W.
T1  - Passivation and corrosion of microsensor devices exemplified at microelectrode arrays
JF  - Proceedings : The Hague, The Netherlands, September 12 - 15, 1999 / [ed. by M. Bartek]. Vol 1.
Y1  - 1999
SN  - 90-76699-02-X
N1  - Eurosensors ; (13, 1999, 's-Gravenhage) ; Eurosensors ; (13 : ; 1999.09.12-15 : ; The Hague) ; European Conference on Solid-State Transducers ; (13 : ; 1999.09.12-15 : ; The Hague)
SP  - 953
EP  - 956
CY  - The Hague, The Netherlands
ER  - 
TY  - JOUR
A1  - Faßbender, Heinz
T1  - Reengineering an Ada95-programmed command and control information system by using UML
JF  - Proceedings : September 30 - October 4, 2001, Twin Cities, Best Western The Thunderbird Hotel & Convention Center, Bloomington, MN, USA / ACM SIGAda Annual International Conference (SIGAda 2001)
Y1  - 2001
SN  - 1-58113-392-8
N1  - (Ada letters ; 21,4)
SP  - 53
EP  - 60
PB  - ACM
CY  - New York, NY
ER  - 
TY  - JOUR
A1  - Faßbender, Heinz
T1  - Implementation of a universal unification algorithm for macro tree transducers
JF  - Fundamentals of computation theory : proceedings / 9th International Conference, FCT '93, Szeged, Hungary, August 23 - 27, 1993. Zoltán Ésik (ed.)
Y1  - 1993
SN  - 3-540-57163-9
N1  - (Lecture notes in computer science ; 710)
SP  - 222
EP  - 233
PB  - Springer
CY  - Berlin [u.a.]
ER  - 
TY  - JOUR
A1  - Faßbender, Heinz
T1  - Implementation of a UU-Algorithm for primitive recursive tree functions
JF  - Fundamentals of computation theory : proceedings / 10th International Conference, FCT '95, Dresden, Germany, August 22 - 25, 1995. Horst Reichel (ed.)
Y1  - 1995
SN  - 3-540-60249-6
N1  - (Lecture notes in computer science ; 965)
SP  - 233
EP  - 242
PB  - Springer
CY  - Berlin [u.a.]
ER  - 
TY  - JOUR
A1  - Faßbender, Heinz
T1  - A verified implementation of narrowing
JF  - Programming languages: implementations, logics and programs : proceedings / 7th International Symposium, PLILP '95, Utrecht, The Netherlands, September 20 - 22, 1995. Manuel Hermenegildo ... (ed.)
Y1  - 1995
SN  - 3-540-60359-X
N1  - (Lecture notes in computer science ; 982)
SP  - 63
EP  - 80
PB  - Springer
CY  - Berlin [u.a.]
ER  - 
TY  - JOUR
A1  - Faßbender, Heinz
A1  - Bühler, Gerhard
T1  - Making a C2 information system platform independent by using internet and middleware technologies
JF  - Proceedings of the 1999 Command and Control Research and Technology Symposium, Juni 1999, Newport, USA
Y1  - 1999
SP  - 1
EP  - 11
ER  - 
TY  - JOUR
A1  - Faßbender, Heinz
A1  - Bühler, Gerhard
T1  - The join of a geographical situation display system and a platform independent C2 information system
JF  - Proceedings of the 2000 Command and Control Research and Technology Symposium, Juni 2000, Monterey, USA
Y1  - 2000
SP  - 1
EP  - 7
ER  - 
TY  - JOUR
A1  - Faßbender, Heinz
A1  - Bühler, Gerhard
T1  - Modelling command and control information systems by UML
JF  - Proceedings of the Information Systems Technology Panel Symposium / Information Management Challenges in Achieving Coalition Interoperability, Mai 2001, Quebec City, Kanada
Y1  - 2001
SP  - 7-1
EP  - 7-9
ER  -