优化了制动和电机电流自动测试代码
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@ -1,3 +1,4 @@
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import random
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import time
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import os
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import paramiko
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@ -111,10 +112,15 @@ def gen_result_file(path, axis, t_end, reach, load, speed, speed_target, rounds,
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d_stop.extend(d_item)
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idx = d_stop.index(0)
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av_estop = sum(d_vel[idx - 20:idx])/20 * clibs.RADIAN
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av_estop = abs(sum(d_vel[idx - 20:idx])/20 * clibs.RADIAN)
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if av_estop / speed_target < threshold:
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w2t(f"[av_estop: {av_estop:.2f} | shouldbe: {speed_target:.2f}] 本次触发 ESTOP 时未采集到指定百分比的最大速度,即将重试!\n", "#8A2BE2")
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return False
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clibs.count += 1
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if clibs.count < 3:
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return "retry"
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else:
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clibs.count = 0
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w2t(f"尝试三次后仍无法获取正确数据,本次数据无效,继续执行...\n", "red")
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df1 = pandas.DataFrame.from_dict({"hw_joint_vel_feedback": d_vel})
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df2 = pandas.DataFrame.from_dict({"device_servo_trq_feedback": d_trq})
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@ -122,14 +128,18 @@ def gen_result_file(path, axis, t_end, reach, load, speed, speed_target, rounds,
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df = pandas.concat([df1, df2, df3], axis=1)
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filename = f"{path}/j{axis}/reach{reach}_load{load}_speed{speed}/reach{reach}_load{load}_speed{speed}_{rounds}.data"
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df.to_csv(filename, sep="\t", index=False)
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return True
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def change_curve_state(hr, stat_1, stat_2):
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display_pdo_params = [{"name": name, "channel": chl} for name in ["hw_joint_vel_feedback", "device_servo_trq_feedback"] for chl in range(6)]
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display_pdo_params.append({"name": "device_safety_estop", "channel": 0})
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hr.execution("diagnosis.open", open=stat_1, display_open=stat_2, overrun=True, turn_area=True, delay_motion=False)
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hr.execution("diagnosis.set_params", display_pdo_params=display_pdo_params, frequency=50, version="1.4.1")
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def run_rl(path, sub, hr, md, config_file, prj_file, result_dirs, avs, w2t):
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count, total, speed_target = 0, 63, 0
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prj_name = prj_file.split("/")[-1].split(".")[0]
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display_pdo_params = [{"name": name, "channel": chl} for name in ["hw_joint_vel_feedback", "device_servo_trq_feedback"] for chl in range(6)]
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display_pdo_params.append({"name": "device_safety_estop", "channel": 0})
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wb = openpyxl.load_workbook(config_file, read_only=True)
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ws = wb["Target"]
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write_diagnosis = float(ws.cell(row=2, column=2).value)
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@ -147,8 +157,6 @@ def run_rl(path, sub, hr, md, config_file, prj_file, result_dirs, avs, w2t):
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else:
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w2t("configs.xlsx 中 Target 页面 B5 单元格填写不正确,检查后重新运行...", "red", "DirectionError")
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hr.execution("diagnosis.open", open=True, display_open=True, overrun=True, turn_area=True, delay_motion=False)
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hr.execution("diagnosis.set_params", display_pdo_params=display_pdo_params, frequency=50, version="1.4.1")
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for condition in result_dirs:
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reach = condition.split("_")[0].removeprefix("reach")
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load = condition.split("_")[1].removeprefix("load")
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@ -226,12 +234,13 @@ def run_rl(path, sub, hr, md, config_file, prj_file, result_dirs, avs, w2t):
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if (time.time() - t_start) > 20:
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w2t("20s 内未收到机器人的运行信号,需要确认 RL 程序编写正确并正常执行...", "red", "ReadySignalTimeoutError")
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# 4. 找出最大速度,传递给RL程序,最后清除相关记录
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time.sleep(10) # 消除前 10s 的不稳定数据
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time.sleep(5) # 消除前 5s 的不稳定数据
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change_curve_state(hr, True, True)
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start_time = time.strftime("%Y-%m-%d %H:%M:%S", time.localtime(time.time()))
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time.sleep(get_init_speed) # 指定时间后获取实际【正|负】方向的最大速度,可通过configs.xlsx配置
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end_time = time.strftime("%Y-%m-%d %H:%M:%S", time.localtime(time.time()))
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hr.execution("rl_task.stop", tasks=["brake"])
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time.sleep(5) # 确保数据都拿到
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change_curve_state(hr, False, False)
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# 找出最大速度
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@clibs.db_lock
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@ -284,12 +293,13 @@ def run_rl(path, sub, hr, md, config_file, prj_file, result_dirs, avs, w2t):
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else:
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w2t("3s 内未收到机器人的运行信号,需要确认 RL 程序配置正确并正常执行...", "red", "ReadySignalTimeoutError")
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time.sleep(10) # 排除从其他位姿到零点位姿,再到轴极限位姿的时间
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time.sleep(5+random.randint(1, 5)) # 排除从其他位姿到零点位姿,再到轴极限位姿的时间
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def exec_brake():
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flag, start, data, record = True, time.time(), None, None
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change_curve_state(hr, True, True)
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while flag:
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time.sleep(0.1)
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time.sleep(0.05)
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if time.time() - start > 20:
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w2t("20s 内未触发急停,需排查......", "red", "BrakeTimeoutError")
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@ -306,24 +316,22 @@ def run_rl(path, sub, hr, md, config_file, prj_file, result_dirs, avs, w2t):
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continue
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speed_moment = clibs.RADIAN * sum(item["value"]) / len(item["value"])
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if (pon == "positive" and speed_moment > 0) or (pon == "negative" and speed_moment < 0):
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if abs(speed_moment) > speed_target * 0.95:
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if abs(speed_moment) > speed_target * 0.95:
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if (pon == "positive" and speed_moment > 0) or (pon == "negative" and speed_moment < 0):
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clibs.c_ec.setdo_value(io_name, "false")
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time.sleep(3)
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time.sleep(2)
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change_curve_state(hr, False, False)
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flag = False
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break
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return time.time()
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t_end = exec_brake()
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# 6. 保留数据并处理输出
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ret = gen_result_file(path, axis, t_end, reach, load, speed, speed_target, rounds, w2t)
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if ret:
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if ret != "retry":
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clibs.count = 0
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break
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else:
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w2t(f"\n{sub.removeprefix("tool")}%负载的制动性能测试执行完毕,如需采集其他负载,须切换负载类型,并更换其他负载,重新执行。\n", "green")
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hr.execution("diagnosis.open", open=False, display_open=False, overrun=True, turn_area=True, delay_motion=False)
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hr.execution("diagnosis.set_params", display_pdo_params=[], frequency=50, version="1.4.1")
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def main():
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@ -121,9 +121,14 @@ def gen_result_file(path, number, start_time, end_time, scenario_time):
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p.start()
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def change_curve_state(hr, stat_1, stat_2):
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display_pdo_params = [{"name": name, "channel": chl} for name in ["hw_joint_vel_feedback", "device_servo_trq_feedback", "hw_sensor_trq_feedback"] for chl in range(6)]
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hr.execution("diagnosis.open", open=stat_1, display_open=stat_2, overrun=True, turn_area=True, delay_motion=False)
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hr.execution("diagnosis.set_params", display_pdo_params=display_pdo_params, frequency=50, version="1.4.1")
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def run_rl(path, prj_file, hr, md, sub, w2t):
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prj_name = prj_file.split("/")[-1].split(".")[0]
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display_pdo_params = [{"name": name, "channel": chl} for name in ["hw_joint_vel_feedback", "device_servo_trq_feedback", "hw_sensor_trq_feedback"] for chl in range(6)]
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c_regular = [
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"scenario(0, j1_p, j1_n, p_speed, p_tool, i_tool)",
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"scenario(0, j2_p, j2_n, p_speed, p_tool, i_tool)",
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@ -155,8 +160,6 @@ def run_rl(path, prj_file, hr, md, sub, w2t):
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conditions, disc = c_inertia, disc_inertia
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# 打开诊断曲线,触发软急停,并解除,目的是让可能正在运行着的机器停下来
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hr.execution("diagnosis.open", open=True, display_open=True, overrun=True, turn_area=True, delay_motion=False)
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hr.execution("diagnosis.set_params", display_pdo_params=display_pdo_params, frequency=50, version="1.4.1")
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md.r_soft_estop(0)
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md.r_soft_estop(1)
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md.r_clear_alarm()
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@ -200,6 +203,7 @@ def run_rl(path, prj_file, hr, md, sub, w2t):
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# 4. 执行采集
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time.sleep(10) # 消除前 10s 的不稳定数据
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change_curve_state(hr, True, True)
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start_time = time.strftime("%Y-%m-%d %H:%M:%S", time.localtime(time.time()))
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single_time, stall_time, scenario_time = 40, 10, 0
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if number < 6: # 单轴
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@ -222,15 +226,14 @@ def run_rl(path, prj_file, hr, md, sub, w2t):
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# 5.停止程序运行,保留数据并处理输出
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end_time = time.strftime("%Y-%m-%d %H:%M:%S", time.localtime(time.time()))
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hr.execution("rl_task.stop", tasks=["current"])
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time.sleep(5) # 确保数据都拿到
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time.sleep(2) # 确保数据都拿到
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change_curve_state(hr, False, False)
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gen_result_file(path, number, start_time, end_time, scenario_time)
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else:
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if sub == "tool100":
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w2t("单轴和场景电机电流采集完毕,如需采集惯量负载,须切换负载类型,并更换惯量负载,重新执行。\n", "green")
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elif sub == "inertia":
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w2t("惯量负载电机电流采集完毕,如需采集单轴/场景/保持电机电流,须切换负载类型,并更换偏置负载,重新执行。\n", "green")
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hr.execution("diagnosis.open", open=False, display_open=False, overrun=True, turn_area=True, delay_motion=False)
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hr.execution("diagnosis.set_params", display_pdo_params=[], frequency=50, version="1.4.1")
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def main():
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