CN102729760B - Real-time optimal damping control algorithm of automobile semi-active suspension system - Google Patents
Real-time optimal damping control algorithm of automobile semi-active suspension system Download PDFInfo
- Publication number
- CN102729760B CN102729760B CN201210245685.7A CN201210245685A CN102729760B CN 102729760 B CN102729760 B CN 102729760B CN 201210245685 A CN201210245685 A CN 201210245685A CN 102729760 B CN102729760 B CN 102729760B
- Authority
- CN
- China
- Prior art keywords
- speed
- damping
- suspension system
- automobile
- suspension
- Prior art date
- Legal status (The legal status is an assumption and is not a legal conclusion. Google has not performed a legal analysis and makes no representation as to the accuracy of the status listed.)
- Expired - Fee Related
Links
Images
Abstract
The invention relates to an optimal damping control algorithm of a continuous-control-type semi-active suspension system, and the optimal damping control algorithm is researched and developed for meeting the taking comfort of people and automobile driving safety requirements well. The control algorithm comprises the following steps of: measuring automobile body vibration acceleration signals, automobile speed signals and rotation angle signals by utilizing a sensor; sensing the automobile driving road condition and suspension system damping ratio according to the signals measured by the sensor; according to the measured automobile body and automobile wheel vibration acceleration, obtaining the automobile body and automobile wheel vertical motion speed and the relative motion speed between an automobile body and automobile wheels; determining the optimal damping coefficient and the damping force of a shock absorber required under the current automobile speed and road condition according to automobile parameters, outputting stepping motor rotation angle control signals through a controller, and controlling and regulating the area of the damping throttling hole of a controllable shock absorber, so that the semi-active suspension system achieves the required optimal damping and damping force. The semi-active suspension optimal damping control algorithm provided by the invention is simple and easy to implement, has low requirements for the dynamic property of an actuating element, and is beneficial to the applications and popularization of the semi-active suspension.
Description
technical field
The present invention relates to automobile half active system, particularly Vehicle Semi-active Suspension System damping control algorithm.
Background technology
Automobile is in actual travel process, and the speed of a motor vehicle and the road conditions of travelling are constantly to change.Along with the fast development of auto-industry and improving constantly of automobile driving speed, people have higher requirement to ride safety of automobile and travelling comfort.The control method of Vehicle Semi-active Suspension System damping has vital effect to the performance of suspension, and it directly affects road-holding property, travelling comfort and the driving safety of automobile.For Vehicle Semi-active Suspension System, its damping of inevitable requirement is adjustable continuously with the speed of a motor vehicle and automobile current driving road conditions, is ensureing under the prerequisite of vehicle safety travel, makes travelling comfort reach best.At present, state, inside and outside a lot of scholars have carried out large quantity research to the control method of semi-active suspension damping, and applying more is the control method based on speed and the control method based on spectrum of road surface roughness input and vehicle body acceleration.Wherein success and to apply maximum control methods be ceiling control method and the improved control method thereof based on speed control, adopt the semi-active suspension system of these two kinds of control methods to compare to passive suspension and there is good cushioning performance, but they all can not ensure road-holding property to improve, and do not resolve this contradiction of suspension system travelling comfort and road-holding property.Home and abroad Vehicle Engineering expert has carried out large quantity research to semi-active suspension damping ratio, once set up objective function with body vibrations acceleration/accel or wheel dynamic load separately, suspension damping coupling is studied, but because suspension damping is than the travelling comfort and the driving safety that determine vehicle, and both are conflicting and interactional.Known according to institute's inspection information, home and abroad not yet can be based upon safety and the traveling comfort real-time optimum damping ratio math modeling of unification mutually under different driving cycles at present, semi-active suspension design can only be according in the possible designs district (0.2~0.5) of passive suspension damping ratio, according to vehicle type and the road conditions of travelling, select by rule of thumb limited (2 or 3) damping ratio, controllable damper flow regulating valve parameter is designed, under different driving cycles, be difficult to make vehicle to reach best effectiveness in vibration suppression.In order to improve better the performance of semi-active suspension system, solve the contradiction between suspension system travelling comfort and road-holding property, must the real-time optimum damping of exploitation mate the control algorithm of semi-active suspension system damping.
Summary of the invention
For the defect existing in above-mentioned prior art, technical matters to be solved by this invention is to provide the control algorithm of a kind of real-time optimum damping coupling semi-active suspension system damping.
In order to solve the problems of the technologies described above, the control method of a kind of real-time optimum damping coupling semi-active suspension system provided by the present invention damping, its technical scheme is as follows:
(1) determine the power spectrum density of vehicle current driving road conditions
: utilize acceleration pick-up to record bouncing of automobile body acceleration/accel
, car speed sensor records Vehicle Speed
try to achieve the current damping ratio of suspension system with damping controlling quantity (voltage or stepping motor corner etc.)
, then according to vehicle single-wheel sprung weight
, single-wheel unsprung weight
, suspension stiffness
, tire stiffness
with vehicle body natural frequency
, determine vehicle current driving road surface power spectrum
, wherein,
,
,
for reference frequency,
;
(2) calculate the needed moving stroke-limit of current driving road conditions lower suspension system
: according to speed of operation
and Road Surface Power Spectrum Density
, utilize the relation of suspension dynamic deflection probability distribution and standard deviation, determine the now needed moving stroke-limit of suspension system
;
(3) determine the real-time optimum damping ratio of suspension system under current vehicle speed and road conditions
: according to vehicle suspension single-wheel sprung weight
, unsprung weight
, suspension stiffness
, tire stiffness
, vehicle body natural frequency
, Road Surface Power Spectrum Density
, the speed of a motor vehicle
with the moving stroke-limit of suspension
, determine current vehicle speed
and road conditions
the real-time optimum damping ratio of lower suspension system
, and work as
time, get
; When
time, get
;
(4) determine the speed of relative movement of sprung weight and unsprung weight
: the bouncing of automobile body acceleration/accel that utilizes body vibrations acceleration pick-up to record
, try to achieve vehicle body perpendicular movement speed
; The analysis of wheel vertical vibration acceleration that utilizes unsteadiness of wheels acceleration pick-up to record
, try to achieve analysis of wheel vertical kinematic velocity
; According to vehicle body perpendicular movement speed
with analysis of wheel vertical kinematic velocity
, the speed of relative movement of calculating sprung weight and unsprung weight
;
(5) determine current vehicle speed
and road conditions
under shock absorber optimal damping constant
: according to the real-time optimum damping ratio of determined suspension system
, suspension system single-wheel sprung weight
, suspension rate
, shock absorber install lever ratio
with shock absorber stagger angle
, determine current vehicle speed
and road conditions
under shock absorber optimal damping constant
, wherein,
for safety ratio, and
;
(6) determine current vehicle speed
and road conditions
under optimum damping power
: according to the definite speed of relative movement of step (4)
and the definite shock absorber optimal damping constant of step (5)
, determine current vehicle speed
and road conditions
under optimum damping power
, and control to adjust controllable damper by control system and reach desired dumping force
.
The present invention has advantages of than prior art:
The control algorithm of Vehicle Semi-active Suspension System optimum damping provided by the invention, is using semi-active suspension system optimum damping coupling as controlling target, by controlling controllable damper optimum damping, makes suspension system reach optimum damping coupling.This control algorithm is simple and easy to implement, and utilizes this control algorithm can obviously improve the performance of suspension, solves well the contradiction between suspension system travelling comfort and ride safety of automobile.
Brief description of the drawings
Be described further below in conjunction with accompanying drawing in order to understand better the present invention.
Fig. 1 is the control algorithm schematic diagram of real-time Vehicle Active Suspension System optimum damping.
Fig. 2 be embodiment in the time of the speed of a motor vehicle 60km/h stepping motor corner with the control curve of road conditions.
Fig. 3 be embodiment in the time of the speed of a motor vehicle 100km/h stepping motor corner with the control curve of road conditions.
Fig. 4 is the amplitude-versus-frequency curve of the vehicle body normal acceleration of embodiment.
Fig. 5 is the amplitude-versus-frequency curve of the suspension dynamic deflection of embodiment.
Fig. 6 is the amplitude-versus-frequency curve of the relative dynamic load of wheel of embodiment.
Detailed description of the invention
Below by an embodiment, the present invention is described in further detail.
Certain car suspension system single-wheel sprung weight
=240kg, unsprung weight
=24kg; Suspension stiffness
=9475N/m and tire stiffness
=85270N/m; Vehicle body natural frequency
=1.0Hz; Controlled Hydraulic shock absorber is installed lever ratio
=0.8, stagger angle
=10 °.
The control method of the real-time optimum damping coupling semi-active suspension system damping that the embodiment of the present invention provides, as shown in Figure 1, concrete steps are as follows for control flow:
(1) determine the power spectrum density of Vehicle Driving Cycle road conditions
: utilize body vibrations acceleration pick-up to record body vibrations acceleration/accel
, car speed sensor records Vehicle Speed
and stepping motor corner
reverse obtains current damping ratio
, determine road surface power spectrum
;
(2) calculate current driving road conditions
under suspension dynamic deflection stroke-limit
: according to speed of operation
and Road Surface Power Spectrum Density
, utilize the relation of suspension dynamic deflection probability distribution and standard deviation, determine suspension dynamic deflection stroke-limit
;
(3) determine current vehicle speed
and road conditions
lower needed optimum damping ratio
: according to car suspension system single-wheel sprung weight
=240kg, unsprung weight
=24kg, suspension stiffness
=9475N/m, tire stiffness
=85270N/m, vehicle body natural frequency
=1.0Hz, Road Surface Power Spectrum Density, the speed of a motor vehicle and suspension move stroke-limit
, determine needed optimum damping ratio under current vehicle speed and road conditions
, and work as
time, get
; When
time, get
, wherein
,
,
for reference frequency,
;
(4) determine current vehicle speed
and road conditions
lower needed optimal damping constant
: according to suspension system single-wheel sprung weight
=240kg, suspension rate
=9475N/m, shock absorber are installed lever ratio
=0.8, shock absorber stagger angle
optimum damping ratio under=10 ° and current vehicle speed and road conditions
, determine current vehicle speed
and road conditions
lower needed optimal damping constant
;
(5) determine the speed of relative movement of sprung weight and unsprung weight
: the body vibrations acceleration/accel that utilizes body vibrations acceleration pick-up to record
, the speed of relative movement of estimation sprung weight and unsprung weight
;
(6) determine current vehicle speed
and road conditions
lower needed optimum damping
and dumping force
: according to the definite optimal damping constant of step (4)
and the definite speed of relative movement of step (5)
, determine current vehicle speed
and road conditions
lower needed optimum damping power
, reach desired optimum damping power by controlling controllable damper
.
Fig. 2 be embodiment in the time of the speed of a motor vehicle 60km/h stepping motor corner with the control curve of road conditions, Fig. 3 be embodiment in the time of the speed of a motor vehicle 100km/h stepping motor corner with the control curve of road conditions.Known by analysis chart 2 and Fig. 3, under the same speed of a motor vehicle, while travelling in good road surface, controllable damper is worked under traveling comfort optimum damping ratio, and stepping motor rotates the less number of degrees; While travelling on poor road surface, controllable damper is worked under safety optimum damping ratio, and stepping motor rotates the larger number of degrees; Along with condition of road surface variation, stepping motor corner increases gradually.Under the low speed of a motor vehicle, travel, the pavement grade band that stepping motor regulates is roomy; Under the high speed of a motor vehicle, travel, the pavement grade bandwidth that stepping motor regulates is little.
Fig. 4 is the amplitude-versus-frequency curve of the vehicle body normal acceleration of embodiment, and Fig. 5 is the amplitude-versus-frequency curve of the suspension dynamic deflection of embodiment, and Fig. 6 is the amplitude-versus-frequency curve of the relative dynamic load of wheel of embodiment.From Fig. 4 ~ Fig. 6, compared with passive suspension, because this car has adopted the control algorithm of semi-active suspension system optimum damping, body vibrations acceleration/accel obviously reduces at the peak value in low-frequency resonance district, dynamic wheel load and axle spring dynamic deflection the peak value in low frequency and high-frequency resonance district also be improved significantly.
Hence one can see that, adopts the control algorithm of semi-active suspension system optimum damping, can improve significantly the performance of suspension, makes vehicle suspension reach optimum damping coupling, solves well the contradiction between suspension system travelling comfort and ride safety of automobile.
Claims (1)
1. the automotive semi-active suspension optimum damping ratio control method based on the speed of a motor vehicle and the road conditions of travelling, its concrete steps are as follows:
(1) determine the power spectrum density G of road conditions
q(n
0): utilize acceleration pick-up to record bouncing of automobile body acceleration/accel
car speed sensor records Vehicle Speed v and damping controlling quantity is voltage or stepping motor corner, tries to achieve the current damping ratio ξ of suspension system, then according to vehicle single-wheel sprung weight m
2, single-wheel unsprung weight m
1, suspension stiffness K, tire stiffness K
twith vehicle body natural frequency f
0, determine vehicle current driving road surface power spectrum
wherein,
n
0for reference frequency, n
0=0.1m
-1;
(2) calculate the needed moving stroke-limit [f of current driving road conditions lower suspension system
d]: according to speed of operation v and Road Surface Power Spectrum Density G
q(n
0), utilize the relation of suspension dynamic deflection probability distribution and standard deviation, determine the now needed moving stroke-limit of suspension system
(3) determine the real-time optimum damping ratio ξ of suspension system under current vehicle speed and road conditions
o: according to vehicle suspension single-wheel sprung weight m
2, unsprung weight m
1, suspension stiffness K, tire stiffness K
t, vehicle body natural frequency f
0, Road Surface Power Spectrum Density G
q(n
0), the moving stroke-limit [f of speed of a motor vehicle v and suspension
d], determine current vehicle speed v and road conditions G
q(n
0) the real-time optimum damping ratio of lower suspension system
And work as
Time, get
When
Time, get
(4) determine the speed of relative movement of sprung weight and unsprung weight
the bouncing of automobile body acceleration/accel that utilizes body vibrations acceleration pick-up to record
try to achieve vehicle body perpendicular movement speed
the analysis of wheel vertical vibration acceleration that utilizes unsteadiness of wheels acceleration pick-up to record
try to achieve analysis of wheel vertical kinematic velocity
according to vehicle body perpendicular movement speed
with analysis of wheel vertical kinematic velocity
calculate the speed of relative movement of sprung weight and unsprung weight
(5) determine current vehicle speed v and road conditions G
q(n
0) under shock absorber optimal damping constant C
o: according to the real-time optimum damping ratio ξ of determined suspension system
o, suspension system single-wheel sprung weight m
2, suspension rate K, shock absorber install lever ratio i and shock absorber stagger angle θ, determines current vehicle speed v and road conditions G
q(n
0) under shock absorber optimal damping constant
Wherein, η is safety ratio, and η >1;
(6) determine current vehicle speed v and road conditions G
q(n
0) under optimum damping power F
o: according to the definite speed of relative movement of step (4)
and the definite shock absorber optimal damping constant C of step (5)
o, determine current vehicle speed v and road conditions G
q(n
0) under optimum damping power
(7), by control step electric machine rotation certain angle α, regulate controllable damper damping hole area to reach desired optimum damping power F
o.
Priority Applications (1)
Application Number | Priority Date | Filing Date | Title |
---|---|---|---|
CN201210245685.7A CN102729760B (en) | 2012-07-17 | 2012-07-17 | Real-time optimal damping control algorithm of automobile semi-active suspension system |
Applications Claiming Priority (1)
Application Number | Priority Date | Filing Date | Title |
---|---|---|---|
CN201210245685.7A CN102729760B (en) | 2012-07-17 | 2012-07-17 | Real-time optimal damping control algorithm of automobile semi-active suspension system |
Publications (2)
Publication Number | Publication Date |
---|---|
CN102729760A CN102729760A (en) | 2012-10-17 |
CN102729760B true CN102729760B (en) | 2014-06-18 |
Family
ID=46986330
Family Applications (1)
Application Number | Title | Priority Date | Filing Date |
---|---|---|---|
CN201210245685.7A Expired - Fee Related CN102729760B (en) | 2012-07-17 | 2012-07-17 | Real-time optimal damping control algorithm of automobile semi-active suspension system |
Country Status (1)
Country | Link |
---|---|
CN (1) | CN102729760B (en) |
Families Citing this family (55)
Publication number | Priority date | Publication date | Assignee | Title |
---|---|---|---|---|
US9205717B2 (en) | 2012-11-07 | 2015-12-08 | Polaris Industries Inc. | Vehicle having suspension with continuous damping control |
CA2890996C (en) | 2012-11-07 | 2023-03-21 | Polaris Industries Inc. | Vehicle having suspension with continuous damping control |
CN102975587B (en) * | 2012-12-03 | 2015-01-28 | 南京师范大学 | Vehicle semiactive suspension based on double controllable dampers and control method thereof |
CN103121475B (en) * | 2013-03-08 | 2015-06-10 | 山东理工大学 | Design method for optimal damping ratio of suspension system of cab |
CN103112508B (en) * | 2013-03-08 | 2015-04-01 | 山东理工大学 | Design method for optimum speed characteristics of trunk cab damper |
CN103204043B (en) * | 2013-04-01 | 2015-02-25 | 中国人民解放军装甲兵工程学院 | Frequency domain control method of automotive semi-active suspension system |
CN103235891B (en) * | 2013-05-05 | 2015-03-18 | 吉林大学 | Road identification system and method based on vehicle vertical vibration system identification |
CN103241095B (en) * | 2013-05-31 | 2015-05-13 | 山东理工大学 | Control algorithm of automotive magneto-rheological semi-active suspension system and real-time optimal current |
US10315479B2 (en) | 2013-07-11 | 2019-06-11 | Kpit Technologies Ltd. | Dynamically adjustable suspension device |
CN104343884A (en) * | 2013-07-23 | 2015-02-11 | 上海三一重机有限公司 | Mine car oil gas suspension damping control method |
CN103522862B (en) * | 2013-10-14 | 2015-12-09 | 江苏大学 | A kind of method determining semi-active suspension equivalent damping maxim |
CN103522863B (en) * | 2013-11-01 | 2016-07-06 | 哈尔滨工业大学 | The executor of a kind of Vehicle Active Suspension System inputs saturated control method |
CN103625236B (en) * | 2013-11-18 | 2016-01-20 | 江苏大学 | Determine the ESASRE suspension charging valtage method based on the charging of classification transformation |
CN104015582B (en) * | 2014-06-18 | 2016-04-13 | 吉林大学 | The automobile energy regenerative active suspension system of a kind of stiffness variable and damping |
CN104200028B (en) * | 2014-09-03 | 2017-07-28 | 山东理工大学 | The design method of feed energy suspension generator power based on vehicle parameter |
CN104408224B (en) * | 2014-10-14 | 2018-05-04 | 山东理工大学 | The human body equivalent stiffness of seat human body vibrating model and the discrimination method of damping |
CN104266849B (en) * | 2014-10-23 | 2017-10-17 | 山东理工大学 | A kind of vehicle tyre damping test device and analysis method |
CN104309437B (en) * | 2014-10-23 | 2017-05-31 | 山东理工大学 | The method for designing of vehicle air suspension non-linear rigidity real-time optimistic control |
BR112017008825A2 (en) | 2014-10-31 | 2018-03-27 | Polaris Inc | method and power steering system for a vehicle, methods for controlling a power steering system of a vehicle and for controlling a vehicle, throttle replacement method for a recreational vehicle, and, vehicle. |
CN104494391B (en) * | 2014-12-16 | 2017-01-18 | 慈溪市匡堰盈兴竹制品厂(普通合伙) | Automobile anti-shocking system and control method |
CN104669973B (en) * | 2015-02-12 | 2016-08-24 | 江苏大学 | A kind of automobile suspension system Active Control Method for impingement road disturbance |
CN113183701A (en) | 2015-05-15 | 2021-07-30 | 北极星工业有限公司 | Multipurpose vehicle |
CN104999880B (en) * | 2015-08-17 | 2017-03-01 | 哈尔滨工业大学 | A kind of anti-saturation control method of the vehicle active suspension based on Self Adaptive Control |
CN105160179B (en) * | 2015-09-06 | 2017-11-17 | 山东理工大学 | The system of high speed railway car two laterally suspends the Analytic Calculation Method of Optimal damping ratio |
CN105160103B (en) * | 2015-09-06 | 2018-02-09 | 山东理工大学 | The system of high speed railway car one and two be vertical suspension damping ratio cooperative optimization method |
CN105117554B (en) * | 2015-09-06 | 2018-01-02 | 山东理工大学 | High speed railway car one is the design method of vertical suspension Optimal damping ratio |
CN105138785B (en) * | 2015-09-06 | 2018-03-06 | 山东理工大学 | High-speed rail seat and a system and two be vertical suspension damping ratio cooperative optimization method |
CN105160180B (en) * | 2015-09-06 | 2017-12-12 | 山东理工大学 | High speed railway car two is the Analytic Calculation Method of vertical suspension Optimal damping ratio |
CN105069263B (en) * | 2015-09-06 | 2018-03-02 | 山东理工大学 | High speed railway car seat and two be vertical suspension damping ratio cooperative optimization method |
CN105893704B (en) * | 2016-04-27 | 2018-11-20 | 山东理工大学 | End contact lacks the auxiliary spring stiffness design method of the reinforced major-minor spring in piece root |
CN105930596B (en) * | 2016-04-27 | 2018-12-25 | 山东理工大学 | Non- end contact lacks the design method of the reinforced auxiliary spring root thickness in piece root |
CN105930607B (en) * | 2016-05-04 | 2019-01-08 | 山东理工大学 | Non- end contact lacks the calculation method of piece reinforcement end each stress of major-minor spring |
CN105857003B (en) * | 2016-05-11 | 2018-04-17 | 江苏大学 | A kind of improvement capricorn bettle method of feed energy suspension system |
CN105974821B (en) * | 2016-05-16 | 2019-01-18 | 萨克斯汽车零部件系统(上海)有限公司 | Vehicle Semi-active Suspension mixed control method based on damping multimode formula switching damper |
CA3043481C (en) | 2016-11-18 | 2022-07-26 | Polaris Industries Inc. | Vehicle having adjustable suspension |
CN106515348B (en) * | 2016-12-23 | 2020-04-28 | 浙江孔辉汽车科技有限公司 | Intelligent acceleration damping semi-active control method for vehicle suspension system |
US10406884B2 (en) | 2017-06-09 | 2019-09-10 | Polaris Industries Inc. | Adjustable vehicle suspension system |
CN107323199B (en) * | 2017-06-22 | 2023-09-26 | 南京航空航天大学 | Novel semi-active hydro-pneumatic suspension control system and method |
CN107599777B (en) * | 2017-07-31 | 2020-01-24 | 江苏大学 | Model pre-judgment-based electromagnetic hybrid suspension mode switching method |
CN107941488B (en) * | 2017-11-20 | 2020-03-20 | 中国重汽集团济南动力有限公司 | Method for measuring dynamic stiffness of vehicle leaf spring |
CN108058561B (en) * | 2017-12-19 | 2023-07-04 | 东风汽车集团有限公司 | Active suspension system capable of changing rigidity and damping characteristics of suspension system |
US10946736B2 (en) | 2018-06-05 | 2021-03-16 | Polaris Industries Inc. | All-terrain vehicle |
CN110712490B (en) * | 2018-07-13 | 2022-11-18 | 山东大学 | Active suspension system based on stack type self-coding and working method thereof |
CN108891221A (en) * | 2018-07-24 | 2018-11-27 | 山东大学 | A kind of active suspension system and its working method based on mode energy distribution method |
US10987987B2 (en) | 2018-11-21 | 2021-04-27 | Polaris Industries Inc. | Vehicle having adjustable compression and rebound damping |
CN110228343A (en) * | 2019-05-15 | 2019-09-13 | 江苏师范大学 | A kind of magnetorheological air suspension control system of partly active and its control method |
CN110341414B (en) * | 2019-06-25 | 2022-03-22 | 江苏大学 | Suspension self-adaptive optimal control system and method under continuous linear ceiling control |
CN110843449B (en) * | 2019-10-24 | 2022-12-16 | 江苏大学 | Fuzzy switching control method for damping multi-mode semi-active suspension electronic control system |
CN110962519B (en) * | 2019-11-25 | 2022-11-25 | 福建省汽车工业集团云度新能源汽车股份有限公司 | Active suspension control method with intelligent adjusting function for electric automobile |
CN111125837B (en) * | 2019-12-31 | 2022-12-09 | 北京理工大学 | Control method for optimizing dynamic performance and energy consumption of active suspension |
MX2022015902A (en) | 2020-07-17 | 2023-01-24 | Polaris Inc | Adjustable suspensions and vehicle operation for off-road recreational vehicles. |
CN112572086A (en) | 2020-12-22 | 2021-03-30 | 华为技术有限公司 | Vehicle, control method of vehicle suspension and related equipment |
CN112622554A (en) * | 2021-02-02 | 2021-04-09 | 齐齐哈尔大学 | Automobile semi-active suspension damping control method |
CN114312202B (en) * | 2022-03-10 | 2022-06-03 | 成都九鼎科技(集团)有限公司 | Semi-active suspension control method and system based on road condition recognition |
CN115167550B (en) * | 2022-06-20 | 2023-02-07 | 中国农业大学 | Tracked vehicle vibration control method based on virtual simulation test |
Citations (3)
Publication number | Priority date | Publication date | Assignee | Title |
---|---|---|---|---|
JPH04368211A (en) * | 1991-06-18 | 1992-12-21 | Toyota Motor Corp | Optimum control type semi-active suspension system |
JPH07315026A (en) * | 1994-05-25 | 1995-12-05 | Suzuki Motor Corp | Suspension control device for vehicle |
CN1749048A (en) * | 2005-10-14 | 2006-03-22 | 上海燃料电池汽车动力系统有限公司 | Semiactive suspension awning damp control algorithm for vehicle speed and road inductive automobile |
-
2012
- 2012-07-17 CN CN201210245685.7A patent/CN102729760B/en not_active Expired - Fee Related
Patent Citations (3)
Publication number | Priority date | Publication date | Assignee | Title |
---|---|---|---|---|
JPH04368211A (en) * | 1991-06-18 | 1992-12-21 | Toyota Motor Corp | Optimum control type semi-active suspension system |
JPH07315026A (en) * | 1994-05-25 | 1995-12-05 | Suzuki Motor Corp | Suspension control device for vehicle |
CN1749048A (en) * | 2005-10-14 | 2006-03-22 | 上海燃料电池汽车动力系统有限公司 | Semiactive suspension awning damp control algorithm for vehicle speed and road inductive automobile |
Non-Patent Citations (1)
Title |
---|
徐伟,周长城,孟婕,赵雷雷.汽车悬架阻尼匹配研究及减振器设计.《农业装备与车辆工程》.2009,(第6期), * |
Also Published As
Publication number | Publication date |
---|---|
CN102729760A (en) | 2012-10-17 |
Similar Documents
Publication | Publication Date | Title |
---|---|---|
CN102729760B (en) | Real-time optimal damping control algorithm of automobile semi-active suspension system | |
CN102745197B (en) | Method for identifying current driving road condition for automobile on basis of analytical simulation of damping of shock absorber | |
CN103241095B (en) | Control algorithm of automotive magneto-rheological semi-active suspension system and real-time optimal current | |
CN103921786B (en) | A kind of nonlinear model predictive control method of electric vehicle process of regenerative braking | |
CN103121475B (en) | Design method for optimal damping ratio of suspension system of cab | |
CN103273976B (en) | A kind of method of designing of the tank suspension system based on riding comfort | |
CN102189909A (en) | Filtering control strategy for skyhook damping frequencies of semi-active suspension of vehicle | |
CN105539052B (en) | A kind of controllable suspension sliding formwork tracking controller using vehicle plateau as reference | |
CN107825930A (en) | A kind of intelligent fuzzy mixing canopy semi-active control method for vehicle suspension system | |
CN106627022B (en) | The control method of Vehicle Semi-active Suspension System with vibration energy regeneration function | |
CN104309437A (en) | Design method for real-time optimal control of nonlinear rigidity of vehicle air suspension | |
CN112339517A (en) | Semi-active suspension control method and system | |
CN106515348A (en) | Intelligent accelerated speed damping semi-active control method for vehicle suspension system | |
CN102501737B (en) | Intelligent particle swarm fuzzy hybrid control method for automotive semi-active suspension systems | |
CN104626914A (en) | Fuzzy control method of automobile nonlinear active suspension system | |
CN107618402B (en) | Distribution driving Automobile shaft load calculation method and driving moment control method | |
Liu et al. | Modeling and simulation of energy-regenerative active suspension based on BP neural network PID control | |
CN106926660B (en) | A kind of electromagnetic suspension system and its control method based on wheel rim driven motor vehicle | |
Yu et al. | Research on anti-lock braking control strategy of distributed-driven electric vehicle | |
Sathishkumar et al. | Energy harvesting approach to utilize the dissipated energy during hydraulic active suspension operation with comfort oriented control scheme | |
Riese et al. | Investigation of the energy recuperation potential of the damper system for a compact class passenger car | |
Wu et al. | Improving road holding and ride comfort of vehicle using dual active aerodynamic surfaces | |
Zhao et al. | PID slip control based on vertical suspension system for in-wheel-motored electric vehicles | |
CN206870783U (en) | A kind of half new active hydro pneumatic suspension control system | |
Kim et al. | Damper modeling for dynamic simulation of a large bus with MR damper |
Legal Events
Date | Code | Title | Description |
---|---|---|---|
C06 | Publication | ||
PB01 | Publication | ||
C10 | Entry into substantive examination | ||
SE01 | Entry into force of request for substantive examination | ||
C14 | Grant of patent or utility model | ||
GR01 | Patent grant | ||
CF01 | Termination of patent right due to non-payment of annual fee |
Granted publication date: 20140618 Termination date: 20190717 |
|
CF01 | Termination of patent right due to non-payment of annual fee |