Partie FOC
ajout section remerciements. Ajout partie FOC + Results. Ajout Perspectives and Future Work
This commit is contained in:
parent
88a7ad1fb9
commit
e2c9e0796d
5 changed files with 234 additions and 23 deletions
BIN
Article_Scientifique/Figures/Motor_currents.png
Normal file
BIN
Article_Scientifique/Figures/Motor_currents.png
Normal file
Binary file not shown.
|
After Width: | Height: | Size: 65 KiB |
|
|
@ -75,10 +75,13 @@
|
||||||
\@writefile{lof}{\contentsline {figure}{\numberline {2}{\ignorespaces Position tracking error between bicycle and cargo cart.}}{4}{figure.2}\protected@file@percent }
|
\@writefile{lof}{\contentsline {figure}{\numberline {2}{\ignorespaces Position tracking error between bicycle and cargo cart.}}{4}{figure.2}\protected@file@percent }
|
||||||
\newlabel{fig:tracking-error}{{2}{4}{Position tracking error between bicycle and cargo cart}{figure.2}{}}
|
\newlabel{fig:tracking-error}{{2}{4}{Position tracking error between bicycle and cargo cart}{figure.2}{}}
|
||||||
\@writefile{toc}{\contentsline {subsubsection}{\numberline {\mbox {IX-A}2}Experimental Load Characterization}{4}{subsubsection.9.1.2}\protected@file@percent }
|
\@writefile{toc}{\contentsline {subsubsection}{\numberline {\mbox {IX-A}2}Experimental Load Characterization}{4}{subsubsection.9.1.2}\protected@file@percent }
|
||||||
\@writefile{toc}{\contentsline {section}{\numberline {X}Discussion}{4}{section.10}\protected@file@percent }
|
|
||||||
\bibstyle{IEEEtran}
|
\bibstyle{IEEEtran}
|
||||||
\bibdata{PIR_MadMax3}
|
\bibdata{PIR_MadMax3}
|
||||||
\bibcite{patil_analysis_2025}{1}
|
\bibcite{patil_analysis_2025}{1}
|
||||||
|
\@writefile{lof}{\contentsline {figure}{\numberline {3}{\ignorespaces Measured motor current under three loading conditions.}}{5}{figure.3}\protected@file@percent }
|
||||||
|
\newlabel{fig:motor-currents}{{3}{5}{Measured motor current under three loading conditions}{figure.3}{}}
|
||||||
|
\@writefile{toc}{\contentsline {section}{\numberline {X}Discussion}{5}{section.10}\protected@file@percent }
|
||||||
|
\@writefile{toc}{\contentsline {section}{\numberline {XI}Conclusion/Summary}{5}{section.11}\protected@file@percent }
|
||||||
\bibcite{li_quantitative_2019}{2}
|
\bibcite{li_quantitative_2019}{2}
|
||||||
\bibcite{mohammd_taher_new_2021}{3}
|
\bibcite{mohammd_taher_new_2021}{3}
|
||||||
\bibcite{gieras_modern_2023}{4}
|
\bibcite{gieras_modern_2023}{4}
|
||||||
|
|
@ -88,6 +91,5 @@
|
||||||
\bibcite{lee_advanced_2001}{8}
|
\bibcite{lee_advanced_2001}{8}
|
||||||
\bibcite{b1}{9}
|
\bibcite{b1}{9}
|
||||||
\bibcite{b2}{10}
|
\bibcite{b2}{10}
|
||||||
\@writefile{toc}{\contentsline {section}{\numberline {XI}Conclusion/Summary}{5}{section.11}\protected@file@percent }
|
\@writefile{toc}{\contentsline {section}{References}{6}{section*.2}\protected@file@percent }
|
||||||
\@writefile{toc}{\contentsline {section}{References}{5}{section*.2}\protected@file@percent }
|
\gdef \@abspage@last{6}
|
||||||
\gdef \@abspage@last{5}
|
|
||||||
|
|
|
||||||
|
|
@ -1,4 +1,4 @@
|
||||||
This is pdfTeX, Version 3.141592653-2.6-1.40.22 (TeX Live 2022/dev/Debian) (preloaded format=pdflatex 2026.3.16) 12 MAY 2026 22:57
|
This is pdfTeX, Version 3.141592653-2.6-1.40.22 (TeX Live 2022/dev/Debian) (preloaded format=pdflatex 2026.3.16) 13 MAY 2026 18:32
|
||||||
entering extended mode
|
entering extended mode
|
||||||
restricted \write18 enabled.
|
restricted \write18 enabled.
|
||||||
%&-line parsing enabled.
|
%&-line parsing enabled.
|
||||||
|
|
@ -535,15 +535,21 @@ Underfull \vbox (badness 1354) has occurred while \output is active []
|
||||||
<./Figures/sys_dyn_matlab.png, id=202, 430.2474pt x 226.6869pt>
|
<./Figures/sys_dyn_matlab.png, id=202, 430.2474pt x 226.6869pt>
|
||||||
File: ./Figures/sys_dyn_matlab.png Graphic file (type png)
|
File: ./Figures/sys_dyn_matlab.png Graphic file (type png)
|
||||||
<use ./Figures/sys_dyn_matlab.png>
|
<use ./Figures/sys_dyn_matlab.png>
|
||||||
Package pdftex.def Info: ./Figures/sys_dyn_matlab.png used on input line 372.
|
Package pdftex.def Info: ./Figures/sys_dyn_matlab.png used on input line 373.
|
||||||
(pdftex.def) Requested size: 252.0pt x 132.77559pt.
|
(pdftex.def) Requested size: 252.0pt x 132.77559pt.
|
||||||
<./Figures/error_fig.png, id=206, 509.7444pt x 328.5876pt>
|
<./Figures/error_fig.png, id=206, 509.7444pt x 328.5876pt>
|
||||||
File: ./Figures/error_fig.png Graphic file (type png)
|
File: ./Figures/error_fig.png Graphic file (type png)
|
||||||
<use ./Figures/error_fig.png>
|
<use ./Figures/error_fig.png>
|
||||||
Package pdftex.def Info: ./Figures/error_fig.png used on input line 398.
|
Package pdftex.def Info: ./Figures/error_fig.png used on input line 399.
|
||||||
(pdftex.def) Requested size: 252.0pt x 162.44328pt.
|
(pdftex.def) Requested size: 252.0pt x 162.44328pt.
|
||||||
[4 <./Figures/sys_dyn_matlab.png> <./Figures/error_fig.png (PNG copy)>]
|
[4 <./Figures/sys_dyn_matlab.png> <./Figures/error_fig.png (PNG copy)>]
|
||||||
(./main.bbl
|
<./Figures/Motor_currents.png, id=218, 499.6266pt x 328.1058pt>
|
||||||
|
File: ./Figures/Motor_currents.png Graphic file (type png)
|
||||||
|
<use ./Figures/Motor_currents.png>
|
||||||
|
Package pdftex.def Info: ./Figures/Motor_currents.png used on input line 421.
|
||||||
|
(pdftex.def) Requested size: 252.0pt x 165.48434pt.
|
||||||
|
|
||||||
|
(./main.bbl [5 <./Figures/Motor_currents.png (PNG copy)>]
|
||||||
Underfull \hbox (badness 1490) in paragraph at lines 97--99
|
Underfull \hbox (badness 1490) in paragraph at lines 97--99
|
||||||
[]\OT1/ptm/m/n/8 ------, ``lispbm in vesc,'' []$https : / / github . com / vedd
|
[]\OT1/ptm/m/n/8 ------, ``lispbm in vesc,'' []$https : / / github . com / vedd
|
||||||
erb / bldc / tree / master /
|
erb / bldc / tree / master /
|
||||||
|
|
@ -561,18 +567,20 @@ Before submitting the final camera ready copy, remember to:
|
||||||
uses only Type 1 fonts and that every step in the generation
|
uses only Type 1 fonts and that every step in the generation
|
||||||
process uses the appropriate paper size.
|
process uses the appropriate paper size.
|
||||||
|
|
||||||
[5] (./main.aux)
|
[6
|
||||||
|
|
||||||
|
] (./main.aux)
|
||||||
Package rerunfilecheck Info: File `main.out' has not changed.
|
Package rerunfilecheck Info: File `main.out' has not changed.
|
||||||
(rerunfilecheck) Checksum: 4840E35989685C6A900816FED622AB01;6851.
|
(rerunfilecheck) Checksum: 4840E35989685C6A900816FED622AB01;6851.
|
||||||
)
|
)
|
||||||
Here is how much of TeX's memory you used:
|
Here is how much of TeX's memory you used:
|
||||||
14792 strings out of 478287
|
14802 strings out of 478287
|
||||||
281340 string characters out of 5849289
|
281591 string characters out of 5849289
|
||||||
566325 words of memory out of 5000000
|
566416 words of memory out of 5000000
|
||||||
32760 multiletter control sequences out of 15000+600000
|
32767 multiletter control sequences out of 15000+600000
|
||||||
505639 words of font info for 98 fonts, out of 8000000 for 9000
|
505639 words of font info for 98 fonts, out of 8000000 for 9000
|
||||||
1141 hyphenation exceptions out of 8191
|
1141 hyphenation exceptions out of 8191
|
||||||
70i,8n,79p,470b,753s stack positions out of 5000i,500n,10000p,200000b,80000s
|
70i,8n,79p,470b,903s stack positions out of 5000i,500n,10000p,200000b,80000s
|
||||||
{/usr/share/texlive/texmf-dist/fonts/enc/dvips/base/8r.enc}</usr/share/texliv
|
{/usr/share/texlive/texmf-dist/fonts/enc/dvips/base/8r.enc}</usr/share/texliv
|
||||||
e/texmf-dist/fonts/type1/public/amsfonts/cm/cmex10.pfb></usr/share/texlive/texm
|
e/texmf-dist/fonts/type1/public/amsfonts/cm/cmex10.pfb></usr/share/texlive/texm
|
||||||
f-dist/fonts/type1/public/amsfonts/cm/cmmi10.pfb></usr/share/texlive/texmf-dist
|
f-dist/fonts/type1/public/amsfonts/cm/cmmi10.pfb></usr/share/texlive/texmf-dist
|
||||||
|
|
@ -583,10 +591,10 @@ sfonts/cm/cmsy10.pfb></usr/share/texlive/texmf-dist/fonts/type1/urw/times/utmb8
|
||||||
a.pfb></usr/share/texlive/texmf-dist/fonts/type1/urw/times/utmbi8a.pfb></usr/sh
|
a.pfb></usr/share/texlive/texmf-dist/fonts/type1/urw/times/utmbi8a.pfb></usr/sh
|
||||||
are/texlive/texmf-dist/fonts/type1/urw/times/utmr8a.pfb></usr/share/texlive/tex
|
are/texlive/texmf-dist/fonts/type1/urw/times/utmr8a.pfb></usr/share/texlive/tex
|
||||||
mf-dist/fonts/type1/urw/times/utmri8a.pfb>
|
mf-dist/fonts/type1/urw/times/utmri8a.pfb>
|
||||||
Output written on main.pdf (5 pages, 244634 bytes).
|
Output written on main.pdf (6 pages, 315176 bytes).
|
||||||
PDF statistics:
|
PDF statistics:
|
||||||
294 PDF objects out of 1000 (max. 8388607)
|
301 PDF objects out of 1000 (max. 8388607)
|
||||||
261 compressed objects within 3 object streams
|
266 compressed objects within 3 object streams
|
||||||
55 named destinations out of 1000 (max. 500000)
|
57 named destinations out of 1000 (max. 500000)
|
||||||
299 words of extra memory for PDF output out of 10000 (max. 10000000)
|
304 words of extra memory for PDF output out of 10000 (max. 10000000)
|
||||||
|
|
||||||
|
|
|
||||||
Binary file not shown.
|
|
@ -205,17 +205,157 @@ Third, the security of the wireless communication interface is investigated, wit
|
||||||
vulnerabilities. A Flipper Zero device is used as a diagnostic tool to evaluate potential attack surfaces and identify
|
vulnerabilities. A Flipper Zero device is used as a diagnostic tool to evaluate potential attack surfaces and identify
|
||||||
weaknesses in the communication layer.
|
weaknesses in the communication layer.
|
||||||
|
|
||||||
Finally, a dynamic model of the bicycle–cargo system is developed to improve rider experience.
|
Finally, a dynamic model of the bicycle-cargo system is developed to improve rider experience.
|
||||||
The objective is to minimize the perceived additional effort when towing a cargo cart. This is achieved through a
|
The objective is to minimize the perceived additional effort when towing a cargo cart. This is achieved through a
|
||||||
PID-based (Proportional–Integral–Derivative) control strategy combined with distance sensing, allowing adaptive
|
PID-based (Proportional-Integral-Derivative) control strategy combined with distance sensing, allowing adaptive
|
||||||
assistance based on system dynamics.
|
assistance based on system dynamics.
|
||||||
|
|
||||||
|
% ************************************** LOW TECH SIX STEP CONTROL *****************************************************
|
||||||
|
|
||||||
\section{Hardware-Based Six-Step Commutation Controller}
|
\section{Hardware-Based Six-Step Commutation Controller}
|
||||||
|
|
||||||
|
% ************************************** FIELD ORIENTED CONTROL *****************************************************
|
||||||
|
|
||||||
\section{STM32-Based Field-Oriented Control Motor Drive}
|
\section{STM32-Based Field-Oriented Control Motor Drive}
|
||||||
|
\label{sec:foc}
|
||||||
|
|
||||||
|
This section presents the design and implementation of a high-performance
|
||||||
|
motor controller based on Field-Oriented Control (FOC).
|
||||||
|
|
||||||
|
\subsection{Choice of FOC Over Trapezoidal Commutation}
|
||||||
|
|
||||||
|
Table~\ref{tab:foc_vs_trap} summarizes the key differences between the
|
||||||
|
two commutation strategies, based on the literature reviewed in
|
||||||
|
Section~\ref{sec:related}.
|
||||||
|
|
||||||
|
\begin{table}[htbp]
|
||||||
|
\caption{Comparison between FOC and trapezoidal (six-step) commutation}
|
||||||
|
\label{tab:foc_vs_trap}
|
||||||
|
\centering
|
||||||
|
\begin{tabular}{lcc}
|
||||||
|
\toprule
|
||||||
|
\textbf{Criterion} & \textbf{FOC} & \textbf{Six-Step} \\
|
||||||
|
\midrule
|
||||||
|
Torque ripple (at 500 rpm) & \SI{18.4}{\percent} & \SI{35.7}{\percent} \\
|
||||||
|
Low-load efficiency & High & Moderate \\
|
||||||
|
High-speed switching loss & Higher & Lower \\
|
||||||
|
Position sensor requirement & Encoder (high resolution) & Hall sensors \\
|
||||||
|
Implementation complexity & High & Low \\
|
||||||
|
Hardware cost & Higher & Lower \\
|
||||||
|
Dynamic response & Fast & Standard \\
|
||||||
|
\bottomrule
|
||||||
|
\end{tabular}
|
||||||
|
\end{table}
|
||||||
|
|
||||||
|
For our cargo bike application, rider comfort and smooth torque delivery
|
||||||
|
are priorities. FOC was therefore selected for the high-performance
|
||||||
|
controller, while a separate low-tech six-step board (Section~\ref{sec:sixstep})
|
||||||
|
was developed for repairability.
|
||||||
|
|
||||||
|
\subsection{Base Design: Cheap FOCer-2 Project}
|
||||||
|
|
||||||
|
The starting point was the open-source \textit{Cheap FOCer-2} project,
|
||||||
|
which provides a complete KiCad design for a VESC-compatible board based
|
||||||
|
on an STM32F405 microcontroller. This design includes:
|
||||||
|
\begin{itemize}
|
||||||
|
\item A three-phase MOSFET full-bridge power stage.
|
||||||
|
\item Gate drivers with built-in dead-time insertion.
|
||||||
|
\item Shunt resistors for phase current sensing.
|
||||||
|
\item USB and CAN interfaces.
|
||||||
|
\item An expansion header for encoder or Hall sensors.
|
||||||
|
\end{itemize}
|
||||||
|
|
||||||
|
The existing KiCad schematic and layout were used as the baseline for
|
||||||
|
our adaptations.
|
||||||
|
|
||||||
|
\subsection{Integration of the Rocacher FOC Tile}
|
||||||
|
|
||||||
|
Mr. Rocacher provided the Kicad schematic of a ready-to-use FOC tile based on an STM32L476
|
||||||
|
microcontroller.
|
||||||
|
|
||||||
|
The initial idea was to make this tile \textit{pluggable} into our
|
||||||
|
carrier board, similar to an Arduino shield. This would allow :
|
||||||
|
\begin{itemize}
|
||||||
|
\item Easy replacement of the computing core without re-soldering.
|
||||||
|
\item Modular upgrades of the microcontroller.
|
||||||
|
\item Simplified repair and maintenance.
|
||||||
|
\end{itemize}
|
||||||
|
|
||||||
|
However, the Cheap FOCer-2 project was not designed for such modularity.
|
||||||
|
Its routing is dense and highly optimized for a single, non-removable
|
||||||
|
F405 chip. Adapting it to accept an L476 tile while preserving all
|
||||||
|
critical functions (PWM, current sensing, USB communication) proved
|
||||||
|
challenging.
|
||||||
|
|
||||||
|
\subsection{Pin Compatibility Verification: L476 vs F405}
|
||||||
|
|
||||||
|
Before modifying the PCB, a thorough pin compatibility check was
|
||||||
|
performed between the STM32L476 and the STM32F405
|
||||||
|
(original Cheap FOCer-2 design). The following aspects were examined:
|
||||||
|
\begin{itemize}
|
||||||
|
\item Physical pinout in LQFP64 package.
|
||||||
|
\item Alternate functions for PWM timers.
|
||||||
|
\item USB DP/DM pins (PA11/PA12).
|
||||||
|
\item Analog inputs for current sensing.
|
||||||
|
\item UART for BLE communication.
|
||||||
|
\end{itemize}
|
||||||
|
|
||||||
|
Three pin conflicts were identified and resolved as follows.
|
||||||
|
|
||||||
|
First, the SPI\_MISO function on PA6 for the STM32F405 conflicts with a
|
||||||
|
DAC output on the same pin for the STM32L476 tile. Since this pin is
|
||||||
|
used for current sensing via SPI in the original Cheap FOCer-2 design,
|
||||||
|
the SPI communication was remapped to PA5 on the L476, which provides a
|
||||||
|
compatible alternate function.
|
||||||
|
|
||||||
|
Second, the gate driver enable signal (EN\_GATE) was originally assigned
|
||||||
|
to PB5 on the F405. This pin is not accessible on the L476
|
||||||
|
tile. The signal was therefore moved to PC5, which is available and
|
||||||
|
can be configured as a standard GPIO output.
|
||||||
|
|
||||||
|
Third, Hall sensor C was originally connected to PC8 (TIM8) on the F405.
|
||||||
|
This pin is not available on the L476 tile. The Hall sensor input was
|
||||||
|
therefore reassigned to PB3, configured as TIM2\_CH2, which provides
|
||||||
|
the necessary input capture functionality for Hall signal decoding.
|
||||||
|
|
||||||
|
All other critical functions (PWM timers, complementary PWM, enable
|
||||||
|
signals, encoder inputs, UART, USB, and CAN) remain fully compatible
|
||||||
|
between the two microcontrollers. The ADC channel differences between
|
||||||
|
the F405 (ADC123/ADC12) and the L476 (ADC3) must still be handled in
|
||||||
|
firmware, as noted previously.
|
||||||
|
|
||||||
|
\subsection{Schematic Design and KiCad Implementation}
|
||||||
|
|
||||||
|
The original Cheap FOCer-2 schematic was modified in KiCad to replace the
|
||||||
|
integrated F405 with connectors for the L476 tile. The main modifications
|
||||||
|
included:
|
||||||
|
\begin{itemize}
|
||||||
|
\item Removal of the F405 and its associated passive components.
|
||||||
|
\item Addition of two 20-pin headers to receive the Rocacher tile.
|
||||||
|
\item Re-routing of PWM, ADC, and USB signals to the headers.
|
||||||
|
\end{itemize}
|
||||||
|
|
||||||
|
The schematic passed Electrical Rule Check (ERC) with no errors.
|
||||||
|
|
||||||
|
\subsection{Routing Challenges and Current Status}
|
||||||
|
|
||||||
|
The PCB layout was then started. The original Cheap FOCer-2 routing is
|
||||||
|
very dense. Inserting connectors for the removable tile while maintaining signal integrity proved
|
||||||
|
difficult.
|
||||||
|
|
||||||
|
The main issues encountered were:
|
||||||
|
\begin{itemize}
|
||||||
|
\item Some footprints for the tile connectors did not appear correctly
|
||||||
|
in the layout after schematic import.
|
||||||
|
\item Routing of high-current paths (battery, motor phases) around the
|
||||||
|
connectors required additional vias, increasing resistance.
|
||||||
|
\item Decoupling capacitors had to be repositioned, raising concerns
|
||||||
|
about switching noise.
|
||||||
|
\end{itemize}
|
||||||
|
|
||||||
|
Currently, the schematic is validated, and the layout is under
|
||||||
|
development. Once routing is completed, the board will be manufactured
|
||||||
|
and tested with the VESC firmware adapted to the L476 tile.
|
||||||
|
|
||||||
% ************************************** SOFTWARE AND CONNECTIVITY *****************************************************
|
% ************************************** SOFTWARE AND CONNECTIVITY *****************************************************
|
||||||
|
|
||||||
|
|
@ -298,7 +438,7 @@ for the the MAD associates.
|
||||||
% ************************************ DYNAMIC MODELLING ***************************************************************
|
% ************************************ DYNAMIC MODELLING ***************************************************************
|
||||||
|
|
||||||
|
|
||||||
\section{Dynamic Modelling and Control of the Bicycle–Cargo System}
|
\section{Dynamic Modelling and Control of the Bicycle-Cargo System}
|
||||||
|
|
||||||
\subsection{Dynamic System Modelling}
|
\subsection{Dynamic System Modelling}
|
||||||
|
|
||||||
|
|
@ -370,7 +510,7 @@ where $e_{\text{ref}} = \SI{-0.5}{\meter}$ represents the desired equilibrium of
|
||||||
|
|
||||||
\centering
|
\centering
|
||||||
\includegraphics[width=\linewidth]{./Figures/sys_dyn_matlab.png}
|
\includegraphics[width=\linewidth]{./Figures/sys_dyn_matlab.png}
|
||||||
\caption{Closed-loop model of the bicycle–cargo system with PI control.}
|
\caption{Closed-loop model of the bicycle-cargo system with PI control.}
|
||||||
\label{fig:simulink-closedloop}
|
\label{fig:simulink-closedloop}
|
||||||
|
|
||||||
\end{figure}
|
\end{figure}
|
||||||
|
|
@ -402,6 +542,33 @@ equilibrium position, demonstrating stable closed-loop behaviour and satisfactor
|
||||||
|
|
||||||
\subsubsection{Experimental Load Characterization}
|
\subsubsection{Experimental Load Characterization}
|
||||||
|
|
||||||
|
\subsection{FOC Controller Validation}
|
||||||
|
|
||||||
|
\subsubsection{Current Status Summary}
|
||||||
|
|
||||||
|
Table~\ref{tab:foc_status} summarizes the current status of the FOC
|
||||||
|
controller development.
|
||||||
|
|
||||||
|
\begin{table}[htbp]
|
||||||
|
\caption{FOC controller development status}
|
||||||
|
\label{tab:foc_status}
|
||||||
|
\centering
|
||||||
|
\begin{tabular}{l c}
|
||||||
|
\toprule
|
||||||
|
\textbf{Task} & \textbf{Status} \\
|
||||||
|
\midrule
|
||||||
|
VESC firmware compilation & Completed \\
|
||||||
|
Pin compatibility (F405 / L476) & Completed \\
|
||||||
|
Schematic design (KiCad) & Completed \\
|
||||||
|
ERC validation & Completed \\
|
||||||
|
PCB routing & In progress \\
|
||||||
|
Tile footprint correction & In progress \\
|
||||||
|
Board manufacturing & Planned \\
|
||||||
|
Hardware testing & Planned \\
|
||||||
|
\bottomrule
|
||||||
|
\end{tabular}
|
||||||
|
\end{table}
|
||||||
|
|
||||||
|
|
||||||
% ******************************** DISCUSSION **************************************************************************
|
% ******************************** DISCUSSION **************************************************************************
|
||||||
|
|
||||||
|
|
@ -435,6 +602,19 @@ What should be a clear conclusion from our test with the jammer is that a contro
|
||||||
avoided when possible and practical. Examples where this could be relevant include electric skateboards, as cables could
|
avoided when possible and practical. Examples where this could be relevant include electric skateboards, as cables could
|
||||||
impose a tripping hazard. There, an encapsulation of an encrypted control frame could be an thought.
|
impose a tripping hazard. There, an encapsulation of an encrypted control frame could be an thought.
|
||||||
|
|
||||||
|
% ******************************** Perspectives and Future Work ************************************************************
|
||||||
|
|
||||||
|
\section{Perspectives and Future Work}
|
||||||
|
|
||||||
|
Based on the results obtained and the limitations identified during this
|
||||||
|
project, several directions for future work are proposed.
|
||||||
|
|
||||||
|
\subsection{Hardware Completion and Testing}
|
||||||
|
The VESC-based FOC PCB requires routing completion and prototype
|
||||||
|
manufacturing. Once fabricated, the board must be tested under real
|
||||||
|
operating conditions (varying loads, road profiles, and battery voltage).
|
||||||
|
|
||||||
|
% ******************************** CONCLUSION **************************************************************************
|
||||||
|
|
||||||
\section{Conclusion/Summary}
|
\section{Conclusion/Summary}
|
||||||
|
|
||||||
|
|
@ -454,8 +634,29 @@ impose a tripping hazard. There, an encapsulation of an encrypted control frame
|
||||||
%quantities and units. For example, write ``Temperature (K)'', not
|
%quantities and units. For example, write ``Temperature (K)'', not
|
||||||
%``Temperature/K''.
|
%``Temperature/K''.
|
||||||
|
|
||||||
|
% ******************************** REMERCIEMENTS **************************************************************************
|
||||||
|
|
||||||
\section*{Acknowledgment}
|
\section*{Acknowledgment}
|
||||||
|
|
||||||
|
The authors would like to thank Pascal Acco and Thierry Rocacher for their
|
||||||
|
continuous technical guidance and support throughout this project. Their
|
||||||
|
expertise in power electronics, embedded systems, and PCB design was
|
||||||
|
invaluable.
|
||||||
|
|
||||||
|
We also thank La Manufacture Autonome Décentralisée (LaMAD) for providing
|
||||||
|
the use case, the technical requirements, and the cargo bike platform used
|
||||||
|
for validation.
|
||||||
|
|
||||||
|
Finally, we acknowledge the INSA Toulouse GEI department for providing
|
||||||
|
access to laboratory facilities, measurement equipment, and the necessary
|
||||||
|
components for prototyping.
|
||||||
|
|
||||||
|
This work was carried out as part of the 4th-year research project (PIR)
|
||||||
|
at INSA Toulouse.
|
||||||
|
|
||||||
|
% ******************************** IA **************************************************************************
|
||||||
|
\section*{Statement on AI Usage}
|
||||||
|
|
||||||
The authors acknowledge the use of generative AI tools during this project, both for the development work and for
|
The authors acknowledge the use of generative AI tools during this project, both for the development work and for
|
||||||
writing this paper.
|
writing this paper.
|
||||||
|
|
||||||
|
|
|
||||||
Loading…
Reference in a new issue