Therefore, the author selected the topic with the name: "About a solution to control the energy exchange process of Vietnam urban railway electrified trains" with the aim of saving energ
Trang 1INTRODUCTION
1, The urgency of the thesis: Electric transportation with outstanding advantages
is the ability to transport large passengers, reduce environmental pollution, reduce traffic congestion [63,78] In Vietnam, the planned urban railway network in the near future has 5 routes deployed in Hanoi city 6 routes in Ho Chi Minh city However, the energy required to operate urban railway is up to billions of kWh Therefore, the goal
of energy saving on train operation is a very urgent issue, with high scientific and practical significance, but so far, no research group in Vietnam has proposed energy saving solutions operate urban electric trains Therefore, the author selected the topic with the name: "About a solution to control the energy exchange process of Vietnam urban railway electrified trains" with the aim of saving energy by a solution for regenerative braking energy when the train operates in braking mode and in combination with the optimal theory of determining the optimal train speed profile
2 Research objectives: Introducing energy saving solutions in electrified train
operation Thereby, proposing solutions suitable to the characteristics and conditions
of Vietnam's urban railways; and applying these solutions for Cat Linh-Ha Dong urban railway to assess saving energy
3 Research objects: Urban electric trains have traction drive system integrated with
supercapacitor energy storage device
4 Research content: The thesis structure consists of 4 chapters
- Chapter 1: Overview of braking energy recuperation solutions: Synthesizing, analyzing previously published works, thereby proposing research directions, research objects, and developing solutions to solve research problems
- Chapter 2: Implementation of modeling of electric train and supercapacitor energy storage system
- Chapter 3: Strategies for optimal control of train operation energy with trains integrated supercapacitor energy storage system (SCESS)
- Chapter 4: Verification of the correctness of theoretical research through simulation results on Matlab software with parameters of Cat Linh - Ha Dong urban electric train line, and an experimental part of Interleaved DC -DC converter in SCESS
- Finally, some conclusions and further research directions of the thesis are presented
in the conclusions
5 The novelty of the thesis:
Proposing SCESS on board integrated with traction motor drive system via Interleaved bidirectional DC-DC converter and designing supercapacitor control according to the operation characteristics of a railway vehicle
Applying Pontryagin's maximum principle to find optimal transfer points of operating modes, determine the optimal speed profile of train operation using supercapacitors on board
Trang 2CHAPTER 1 OVERVIEW OF SOLUTIONS FOR BRAKING ENERGY
RECUPERATION 1.1 The announced researches on solutions for braking energy recuperation
Energy -efficient driving
Regenerative braking energy
Energy storage device
optimised timetables
Energy-Optimal speed profile
Eco-driving tools: ATO, DAS
Hình 1.7 Strategies for effective management of train operation energy Studies have shown that there are two groups of solutions with higher energy-saving percentages: Regenarative recuperation solutions and energy efficient driving solutions [31]
1.1.2.1 Research on regenrative braking energy recuperation
a) Regenerative braking energy recuperation by energy storage device
The supercapacitor energy storage system (SCESS) is installed onboard, at the traction substations, or at points along the train track to recover regenerative braking energy when the train operates in traction mode [9, 12, 21, 25, 44, 45, 46, 53, 58, 66, 68, 69,
Typically, Subin Sun (2017) [71] combines the operation of two trains in the same station, recuperating the regenerative braking energy represented by the power ( )q t in
the motion equation:v dv u f vf ( ) q t ( ) / v u b vb ( ) r v ( ) g x ( )
With braking mode occuring in interval [tb, tc],
0 ( ) ( ) 0
Trang 31.1.2.2 Energy - efficient driving
a) Determining the optimal train journey on the route
- The research team of the University of South Australia including Howlett, Benjamin, Pudney, Albrecht, Xuan has determined the optimal speed profile through finding the optimal transfer points with 5 control rules taking into account the actual conditions
on the route such as the slope, the speed limit, etc., it is possible to find the optimal time and distance at each train operation mode
Comment: The research team of the University of South Australia in published studies does not mention the problem of train running on time
Hai Nguyen (2018) [2] applied PMP to trains with long-distance diesel locomotives, found the optimal speed profile corresponding to the lines with different slopes, and in the objective function also mentioned to the station problem on time
Comment: In his thesis, Hai Nguyen does not mention the problem of recovering braking energy
1.2 Selecting the research direction and the tasks solved of the thesis
Through analysis of published works, there are no works that combine both the regenerative braking energy recuperation solution by ESS and the optimal speed profile determination with the on-board ESS while ensuring fixed trip time
Therefore, the author proposes the selected structure for research
Braking energy recuperation Technology Energy converter system stratergies Control
DC Link
IM
Train Wheel
Traction substation
- Control charge/
discharge of supercapacitor
- PMP for train with board SCESS, finding optimal speed profile.
On-ESS VSI
- DC-AC converter
- DC-DC converter
Voltage source inverter
Fig 1.14 The selected structure for research
Technology: Learning about technology of electric train operation in some urban railway lines in Vietnam; namely, urban railway of Cat Linh - Ha Dong line
Energy conversion system on electric trains: focusing on studying Interleaved DC-DC converter in an effort to ensures energy exchange between supercapacitor and traction drive system
Control strategies: Proposing the control method for Interleave DC-DC converter ensures the charging-discharging mode of supercapacitors suitable for train
Trang 4running characteristics Proposing PMP to determine the optimal speed profile for train operation
Conclusion of chapter 1
By synthesizing and analyzing a number of domestic and foreign research works on energy saving solutions, the author has analyzed and selected the research object as an urban electric train integrated on-board SCESS and proposed independent control strategies for each train; proposed to control regenerative braking energy recuperation
by managing the charging / discharging mode of supercapacitors; using Pontryagin's maximum principle to optimize train operation energy with hybrid power systems These suggestions will be verified by MATLAB simulation software
The summary content of Chapter 1 has been published by the author in the work [3]
CHAPTER 2 MODELING ELECTRIC TRAIN AND SUPERCAPACITOR
ENERGY STORAGE SYSTEM
The accuracy and characteristics of the mathematical model is the core factor determining the quality of the system So in Chapter 2 centralized modeling system including:
Modeling lectric train
Modeling supercapacitor enregy storage system
Substation
Overhead contact line
Pantograph
DC-DC converter
Fig 2.1 Electrical drive configuration equipped with SCESS
2.1 Modeling electric train and SCESS
2.1.1 Modeling electric train
Modeling the train needs to calculate the forces affecting train motion, the traction motor drive system to make the wheel movement
2.1.1.1 The forces act on the train
The forces acting on the train include: The main resistance force including wind
resistance (F wind ), rolling friction resistance (F roll ); slope resistance (F grad)
Trang 5IM Train
Feeder
Gear
The third rail, 750 VDC Air resistance force
Wheel
Traction force
railway Friction
force
Motor torque
𝛂 Gravity
Fig 2.9 Diagram of forces acting on electric train [1]
Traction / braking force:
Fig 2.11 Traction force /01 motor Fig 2.13 Traction force regression/ 01
Fig 2.16 Forces acting on train
a The main force W0: The main resistance force (also known as basic resistance force) includes wind resistance and friction force
Trang 6Where: r is the air density; C d is the air drag coefficient, determined by train shape;
Af is the largest section of the train; v is train speed; v wind is wind speed; b is the sharp
angle created by the direction of the wind velocity with the movement of the train
Rolling resistance force F roll
For simplicity, consider rolling frictional force only on hard track and consider
the ideal case that all wheels have the same conditions At this time, rolling friction
force can be calculated as follows [93]: F roll = f mg r cosa (1.3)
where f ris rolling resistance coefficient
b Gradient resistance force F grad : When the train operates on the slope, the gradient
resistance force is calculated according to the formula [93]: F grad =mgsin( )a (1.4)
where: sin( ) a = sin(arctan(i ))k
k
i (‰)is the ratio of slope height to slope, a is the slope of the track
2.1.1.2 Dynamic equation of the train
The motion equation of the train is often transformed into its own form of impact force
converted into the mass unit of the train as follows:
The unit main resistance force (also called the unit basic resistance force) is represented
by the David equation: 2
0
The a,b,c coefficients are supplied by the Manufacturer
2.1.1.3 Motion equation of tractive electrical motor
wh eq
D m J
Trang 7W or2
h m
m mech
D K
2.2 Supercapacitor energy storage device modeling
Modeling energy storage device includes supercapacitor modeling and Interleave
DC-DC converter modeling
2.2.4 Supercapacitor modeling
Supercapacitors replaced by equivalent electrical circuit model include many parallel
branches [32] Two RC branches provide two time constants to describe the fast and
(a) (b) Fig 2.22 Simple equivalent supercapacitor circuit
As the above analysis, supercapacitor dymamic is considered for a short period of time,
ignore the R C d, d branch (with a minute time constant) and the branch containing R P
(characteristic for long-term leakage current in self-discharge) as shown in Figure 2.22b
See the two capacitors with equivalent capacitance C i depending on the voltage u i in
Given C i =C sc, u i =u sc, R i =R sc
The mathematical model of supercapacitor is shown as follows:
( ) ( ) ( )
(0) ,max( ) ( ) ( )
2.2.5 Interleaved DC-DC converter modeling
Non-isolated bidirectional DC-DC converter consists of parallel branches (also called
Interleave DC-DC converter) suitable for high-power, high-voltage drives
2.2.5.1 Power circuit structure of Interleaved DC-DC converter with three
switch branches
Supercapacitor performs the process of energy charging / discharging through the
Interleaved DC-DC converter with three switch branches as shown in Figure 2.24
Trang 8S BK1
S BS1
S BK2
S BS2 DBS2
DBK2
S BK3
S BS3 DBS3
Fig 2.24 Power circuit structure of Interleaved DC-DC converter
The configuration of Interleaved DC-DC converter includes half-bridges (HBs) in parallel, as shown in Figure 2.24 with three parallel H-bridge halves: HB1, HB2, HB3
In order to SCESS charges/discharges according to the train characteristics, the Interleaved DC-DC converter needs to work in two modes: Boost mode, Buck mode
2.2.5.2 Modeling bidirectional DC-DC converter with one switch branch
The Interleaved DC-DC converter operates with assumptions: IGBTs are ideal, converter operates in continuous current mode; conventionally, current positve direction flowing through the inductance coil regards as charge state of SC, and vice versa regards as discharge state, the current mode of Interleaved DC-DC converter is equivalent with the current mode of DC-DC converter with one switch branch as shown in Figure 2.30a and apply the small - signal averaged method to model Interleaved DC-DC converter
The averaged representation of the bi-directional switching power-pole in fig.2.30a is
an ideal transformer shown in fig.2.30b with a turns -ratio 1:d(t), where d(t) represents the duty-ratio of IGBT
DC-BS
S L
i
BK
D
Buck Boost
SC R
DC link
u
-inv i
1 ( )
i t L
1 ( )
u t u t2 ( )
Fig.2.30a Average dynamic model of the
switching power-pole with bi-directional
power flow
Fig 2.31 Equivalent electrical circuit of one switch branch bidirectional DC-DC converter averaged model
In fig.2.31, applying the Kirchhoff's fisrt, second law; the state equation of converter is describled as follow:
Trang 9In SCESS modeling, performing supercapacitor and Interleaved DC-DC converter modeling with 3 switch branches The content of chapter 2 presented in the work [6] under the list of published works of the author
CHAPTER 3 OPTIMAL CONTROL OF ENERGY CONSUMPTION OF
ELECTRIFIED TRAIN INSTALLED SUPERCAPACITOR
In chapter 3, the control structure of train operation energy is proposed with the goal
of saving energy: Designing Interleaved DC-DC converter control enables SCESS to recuperate regenerative braking energy Using optimal algorithm determines train speed profile when train has integrated SCESS
traction substation A substation B Traction
Traction motor drive
DC DC
Traction, resistance,braking forces
Fig 3.1 The overall control structure of train operation energy
Trang 103.1 Control DC-DC Interleaved DC-DC converter
240 deg phase delay
Fig 3.6 Two -loop cascaded control structure for Interleaved DC-DC converter
Designing control law for Interleaved DC-DC converter structure according to average
current mode, with PI controllers both inner-loop and outer-loop
3.1.1 Design of current - loop controllers
The goal is to design the controllers so that the average current flowing through the
inductance coil i Ltracks a certain reference *
L
i Designing the inner-loop is in three steps
Step 1: Determine the state equation of the bi-directional DC-DC converter in the
average model rewritten as follows:
Step 2: Determine the operating points by giving the left derivative of equation (3.1)
equal to zero and the quantities are in the steady state
10
10
Solving equation (3.2) finds operating points (I U Le, DC link e- ) corresponding to measured
voltage of supercapacitor U SCand duty-ratio D
Step 3: Linearize the first equation of equations (3.1)
Since the model (3.1) is nonlinear, it is recommended to design the controllers according
to linearization method around the operating point
The transfer function between the inductor current and the duty-ratio considered on
the small-signal domain is calculated as follows:
G s
s R
++
Trang 11Where: DC linke
C
L
U k
R
=
Beacause the transfer function (3.6) has a first-order, the PI controller may be
effectively used to ensure both zero steady-state error and controlled bandwidth With
the PI set, the controller is described as follows:
R L k
ïïïí
3.1.2 Design voltage-loop - control U DC-link
Designing the voltage-loop is to control the voltage u DC link- sticking value *
DC link
u - with
*
DC link
u - being constant by the nominal working voltage according to the traction power
standard EN 50163 and IEC 60850 Designing control is the same current loop; the
transfer function between DC-link voltage and inductor current is:
( )( )
DC linke IV
inve
DC linke pV
SC
CU T
I CU k
U
-ìïï = ïï
-ïïí
-ïïïïî =
Trang 12
3.1.3 Verifyting the design of the Interleaved DC-DC converter
Through simulation results figures 3.7, 3.8, and 3.9 having validated the design
of the two control loops of charge-discharge modes of supercapacitors according
to the operating characteristics of train The train's trip time from Cat Linh to
La Thanh station is 68s, when the train operates in accelerating mode from 0 to 28s, the current on supercapacitors is positive, it shows that the supercapacitors are discharging to support the train in traction mode; from 28 to 48s supercapacitor current is equal to zero, respectively, the train operates in coasting mode; from 48 to 68s train operates in the braking mode, the current
300 400 500 600 700
-1000 -500 0 500 1000
Fig.3.7 Values of current i L in each
branch and total current
Fig.3.8 State of charge, voltage, current
of a SC module in a process of running train
Fig 3.9 Charge-discharge of supercapacitor when train integrates SCESS
With different train operation speeds, p tsc( )obtained in charge-discharge mode also has different values
3.4 Designing a problem of optimal control of train motion according to Pontryagin' maximum principle
Using Pontryagin's maximum principle determines optimal speed profile, thereby determining the saving energy compared to the speed control profile without control