自动驾驶仿真:python和carsim联合仿真案例
自动驾驶simulation 2024-08-04 12:35:07 阅读 80
文章目录
前言一、Carsim官方案例二、Carsim配置1、车辆模型2、procedure配置3、Run Control配置
三、python编写四、运行carsim五、运行python六、补充vs_solver.py代码总结
前言
carsim内部有许多相关联合仿真的demo,simulink、labview等等都有涉及,这里简单介绍下python和carsim联合仿真的方法,虽然carsim官方有个Steer_Control.py相关的案例,但是感觉比较冗余,这里抽出重点部分和大家交流探讨下。
<code>提示:以下是本篇文章正文内容,下面案例可供参考
一、Carsim官方案例
在carsim项目文件夹路径下,例:C:\Program Files (x86)\CarSim2022.1_Data\Extensions\Custom_Py
,里面有几个案例可以参考下。
二、Carsim配置
1、车辆模型
1)这里的车辆模型随便选一个就行了
2、procedure配置
1)开环的节气门开度控制-油门
2)开环的制动主缸压力控制-刹车
3)开环的方向盘角度控制
4)运行条件选择Run forver
3、Run Control配置
1)选择运行模型为:Self-Contained Solvers
2)选择类型为C Wrapper,64-bit
3)按照默认选择外部的解释器
4)配置输入分别为:节气门开度,制动主缸压力,方向盘角度
5)配置输出
三、python编写
1)第一步先找到vs_solver.py,用于调用simfile获取相关carsim dll的引用。vs_solver.py路径在<code>C:\Program Files (x86)\CarSim2022.1_Data\Extensions\Custom_Py,我们在下面代码中会引用vs_solver.py。
2)代码部分都很简单,一个是import vs_solver,另外一个比较重要的是simfile的路径需要填写,一般在你创建项目目录下如:C:\Program Files (x86)\CarSim2022.1_Data\simfile.sim
,这个一定要根据你项目路径来填写。
import os
import keyboard
import ctypes
import vs_solver
class carsim_simulation():
def __init__(self):
self.simfile_path = r'C:\Program Files (x86)\CarSim2022.1_Data\simfile.sim'
self.vs = vs_solver.vs_solver()
self.vs_dll_exist_flag = self.vs_dll_is_exist()
self.configuration = self.vs.read_configuration(self.simfile_path)
def vs_dll_is_exist(self):
dll_path = self.vs.get_dll_path(self.simfile_path)
if dll_path is not None and os.path.exists(dll_path):
vs_dll = ctypes.cdll.LoadLibrary(dll_path)
if self.vs.get_api(vs_dll):
exist_flag = True
else:
exist_flag = False
print(f'can not get dll api, please check the dll { dll_path}')
else:
exist_flag = False
print(f'please check dll_path or simfile_path existence or not')
return exist_flag
def get_export_array(self):
return self.vs.copy_export_vars(carsim_sim.configuration.get('n_export'))
def get_time_step(self):
return self.configuration.get('t_step')
def stop(self, t_current):
self.vs.terminate_run(t_current)
if __name__ == '__main__':
carsim_sim = carsim_simulation()
t_current = carsim_sim.get_time_step()
export_array = carsim_sim.get_export_array()
status = 0
while status == 0:
#更新当前时间
t_current = t_current + carsim_sim.get_time_step()
import_array = [0.1, 0, 0]
3 status, export_array = carsim_sim.vs.integrate_io(t_current, import_array, export_array)
print(f'current_x: { export_array[0]}, current_y: { export_array[6]}')
if keyboard.is_pressed('q'):
carsim_sim.stop(t_current)
break
四、运行carsim
1)运行carsim等待几秒会出现黑窗,然后关掉黑窗即可。
五、运行python
1)运行python脚本之后结果哗啦啦就出来了,就很简单。
六、补充vs_solver.py代码
<code># Copyright (c) 2019-2020, Mechanical Simulation Corporation
# All rights reserved.
#
# THE SOFTWARE IS PROVIDED "AS IS", WITHOUT WARRANTY OF ANY KIND, EXPRESS OR
# IMPLIED, INCLUDING BUT NOT LIMITED TO THE WARRANTIES OF MERCHANTABILITY,
# FITNESS FOR A PARTICULAR PURPOSE AND NONINFRINGEMENT. IN NO EVENT SHALL THE
# AUTHORS OR COPYRIGHT HOLDERS BE LIABLE FOR ANY CLAIM, DAMAGES OR OTHER
# LIABILITY, WHETHER IN AN ACTION OF CONTRACT, TORT OR OTHERWISE, ARISING FROM,
# OUT OF OR IN CONNECTION WITH THE SOFTWARE OR THE USE OR OTHER DEALINGS IN
# THE SOFTWARE.
import ctypes
import sys,string,os,re
class vs_solver:
def __init__(self):
self.dll_handle = None
def get_api(self, dll_handle):
self.dll_handle = dll_handle
if dll_handle.vs_run is not None and \
dll_handle.vs_initialize is not None and \
dll_handle.vs_read_configuration is not None and \
dll_handle.vs_integrate_io is not None and \
dll_handle.vs_copy_export_vars is not None and \
dll_handle.vs_terminate_run is not None and \
dll_handle.vs_error_occurred is not None and \
dll_handle.vs_set_opt_error_dialog is not None and \
dll_handle.vs_get_error_message is not None and \
dll_handle.vs_road_l is not None:
dll_handle.vs_road_l.restype = ctypes.c_double
#vsimports = (ctypes.c_double*1)()
#vsexports = (ctypes.c_double*1)()
#dll_handle.vs_integrate_io.argtypes = [ctypes.c_double, ctypes.byref(vsimports), ctypes.byref(vsexports)]
##dll_handle.vs.integrate_io.argtypes = [ctypes.c_double, ctypes.c_int]
return True
else:
return False
def get_char_pointer(self, python_string):
# python version is greater or equal to 3.0 then we need to define the encoding when converting a string to
# bytes. Once that is done we can convert the the python string to a char*.
if sys.version_info >= (3, 0):
char_pointer = ctypes.c_char_p(bytes(python_string, 'UTF-8'))
else:
char_pointer = ctypes.c_char_p(bytes(python_string))
return char_pointer
def get_parameter_value(self, line):
index = line.find(' ')
if index >= 0:
return line[index:].strip()
else:
return None
def get_dll_path(self, path_to_sim_file):
dll_path = None
prog_dir = None
veh_code = None
product_name = None
product_ver = None
library_name = None
bitness_suffix = '_64' if ctypes.sizeof(ctypes.c_voidp) == 8 else '_32'
platform = sys.platform
sim_file = open(path_to_sim_file, 'r')
if (platform == 'linux'):
libfiletype = 'SOFILE'
else:
libfiletype = 'DLLFILE'
for line in sim_file:
if line.lstrip().startswith('PROGDIR'):
prog_dir = self.get_parameter_value(line)
if prog_dir == '.':
prog_dir = os.getcwd()
elif line.lstrip().startswith(libfiletype):
dll_path = self.get_parameter_value(line)
elif line.lstrip().startswith('VEHICLE_CODE'):
veh_code = self.get_parameter_value(line)
elif line.lstrip().startswith('PRODUCT_ID'):
product_name = self.get_parameter_value(line)
elif line.lstrip().startswith('PRODUCT_VER'):
product_ver = self.get_parameter_value(line)
sim_file.close()
if "tire" in veh_code:
if platform == 'linux':
library_name = 'libtire.so.%s'%(product_ver)
else:
library_name = "tire" + bitness_suffix
elif product_name == "CarSim":
if platform == 'linux':
library_name = 'libcarsim.so.%s'%(product_ver)
else:
library_name = "carsim" + bitness_suffix
elif product_name == "TruckSim":
if platform == 'linux':
library_name = 'libtrucksim.so.%s'%(product_ver)
else:
library_name = "trucksim" + bitness_suffix
elif product_name == "BikeSim":
if platform == 'linux':
library_name = 'libbikesim.so.%s'%(product_ver)
else:
library_name = "bikesim" + bitness_suffix
else:
if platform == 'linux':
library_name = 'libcarsim.so.%s'%(product_ver)
else:
library_name = veh_code + bitness_suffix
if dll_path is None:
if sys.platform == 'linux':
dll_path = os.path.join(prog_dir, library_name);
else:
dll_path = os.path.join(prog_dir, "Programs", "Solvers", library_name + ".dll")
return dll_path
def run(self, path_to_sim_file):
error_occurred = 1
path_to_sim_file_ptr = self.get_char_pointer(path_to_sim_file)
if path_to_sim_file_ptr is not None:
error_occurred = self.dll_handle.vs_run(path_to_sim_file_ptr)
return error_occurred
def print_error(self):
error_string = ctypes.c_char_p(self.dll_handle.vs_get_error_message())
print(error_string.value.decode('ascii'))
def read_configuration(self, path_to_sim_file):
path_to_sim_file_ptr = self.get_char_pointer(path_to_sim_file)
platform = sys.platform
if path_to_sim_file_ptr is not None:
if platform == 'linux':
ref_n_import = ctypes.c_long()
ref_n_export = ctypes.c_longlong()
else:
ref_n_import = ctypes.c_int32()
ref_n_export = ctypes.c_int64()
ref_t_start = ctypes.c_double()
ref_t_stop = ctypes.c_double()
ref_t_step = ctypes.c_double()
self.dll_handle.vs_read_configuration(path_to_sim_file_ptr,
ctypes.byref(ref_n_import),
ctypes.byref(ref_n_export),
ctypes.byref(ref_t_start),
ctypes.byref(ref_t_stop),
ctypes.byref(ref_t_step))
configuration = { 'n_import': ref_n_import.value,
'n_export': ref_n_export.value,
't_start': ref_t_start.value,
't_stop': ref_t_stop.value,
't_step': ref_t_step.value}
return configuration
def copy_export_vars(self, n_export):
export_array = (ctypes.c_double * n_export)()
self.dll_handle.vs_copy_export_vars(ctypes.cast(export_array, ctypes.POINTER(ctypes.c_double)))
export_list = [export_array[i] for i in range(n_export)]
return export_list
def get_road_l(self, x, y):
x_c_double = ctypes.c_double(x)
y_c_double = ctypes.c_double(y)
c_double_return = self.dll_handle.vs_road_l(x_c_double, y_c_double)
return float(c_double_return)
def integrate_io(self, t_current, import_array, export_array):
t_current_c_double = ctypes.c_double(t_current)
import_c_double_array = (ctypes.c_double * len(import_array))(*import_array)
export_c_double_array = (ctypes.c_double * len(export_array))(*export_array)
c_integer_return = self.dll_handle.vs_integrate_io(t_current_c_double,
ctypes.byref(import_c_double_array),
ctypes.byref(export_c_double_array))
export_array = [export_c_double_array[i] for i in range(len(export_array))]
return c_integer_return, export_array
def initialize(self, t):
t_c_double = ctypes.c_double(t)
self.dll_handle.vs_initialize(t_c_double)
def terminate_run(self, t):
t_c_double = ctypes.c_double(t)
self.dll_handle.vs_terminate_run(t_c_double)
总结
1、这里关于solvers的细节其实都没说,因为里面确实也没什么内容好讲的,本质就是调用carsim.dll,如果你需要更多的函数解析其实可以看vs_api.h,路径在C:\Program Files (x86)\CarSim2022.1_Data\Extensions\Custom_C\common
,具体内容如下图所示。
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