smo_observer.c 5.4 KB

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  1. #include "app/nv_storage.h"
  2. #include "math/fast_math.h"
  3. #include "PMSM_FOC_Core.h"
  4. #include "smo_observer.h"
  5. #define USE_ARCTAN 0
  6. static smo_observer_t smo;
  7. static void smo_observer(float uAlpha, float uBeta, float iAlpha, float iBeta);
  8. #ifdef USE_ARCTAN
  9. static void smo_arctan(void);
  10. #else
  11. static void smo_pll(void);
  12. #endif
  13. void smo_observer_init(float pll_bandwith, float lpf_wc, float Ksmo, float Ksta) {
  14. smo.ts = CONFIG_SENSORLESS_TS;
  15. smo.bandwith = pll_bandwith;
  16. smo.pll_kp = pll_bandwith * 2;
  17. smo.pll_ki = SQ(pll_bandwith);
  18. smo.pll_max_rad_pers = CONFIG_MAX_MOT_RPM/30.0f * M_PI * nv_get_motor_params()->poles;
  19. smo.lpf_wc = lpf_wc;
  20. smo.lpf_ceof = (lpf_wc*smo.ts);
  21. smo.Ksmo = Ksmo;
  22. smo.Ksta = Ksta;
  23. smo.motor_r = nv_get_motor_params()->r;
  24. smo.motor_ld = nv_get_motor_params()->ld;
  25. smo.motor_lq = nv_get_motor_params()->lq;
  26. smo.motor_poles = nv_get_motor_params()->poles;
  27. smo.dir_ccw = true;
  28. PLL_Reset(&smo.pll, 0);
  29. smo.pll.DT = smo.ts;
  30. smo.pll.kp = pll_bandwith * 2;
  31. smo.pll.ki = 0.25f * SQ(smo.pll.kp);
  32. }
  33. float smo_observer_update(float uAlpha, float uBeta, float iAlpha, float iBeta) {
  34. smo_observer(uAlpha, uBeta, iAlpha, iBeta);
  35. #ifdef USE_ARCTAN
  36. smo_arctan();
  37. #else
  38. smo_pll();
  39. #endif
  40. return pi_2_degree(smo.est_angle_out);
  41. }
  42. smo_observer_t *get_smo(void) {
  43. return &smo;
  44. }
  45. static __INLINE float line_func(float err, float max, float slide) {
  46. float err_abs = ABS(err);
  47. if (err_abs > max) {
  48. return (err>0)?slide:-slide;
  49. }else {
  50. return (err * slide)/max;
  51. }
  52. }
  53. static void smo_observer(float uAlpha, float uBeta, float iAlpha, float iBeta) {
  54. float est_ab = smo.est_rad_pers_filted * (smo.motor_ld - smo.motor_lq);
  55. /* est alpha back emf */
  56. float Ialpha_hat = smo.Ialpha_hat;
  57. float calc_alpha = (uAlpha - smo.Ialpha_hat*smo.motor_r - smo.est_eAlpha - est_ab * smo.IBeta_hat) / smo.motor_ld ;
  58. smo.Ialpha_hat += calc_alpha * smo.ts; //积分
  59. float err_iAlpha = smo.Ialpha_hat - iAlpha;
  60. smo.est_eAlpha = line_func(err_iAlpha, smo.Ksta, smo.Ksmo);//fclamp(err_iAlpha, -smo.Ksta, smo.Ksta) * smo.Ksmo;
  61. #ifdef USE_ARCTAN
  62. smo.est_eAlpha_Filted = do_lpf(smo.est_eAlpha_Filted, smo.est_eAlpha, smo.lpf_ceof);
  63. #else
  64. smo.est_eAlpha_Filted = smo.est_eAlpha;
  65. #endif
  66. /* est beta back emf */
  67. float calc_beta = (uBeta - smo.IBeta_hat*smo.motor_r - smo.est_eBeta + est_ab * Ialpha_hat) / smo.motor_ld;
  68. smo.IBeta_hat += calc_beta * smo.ts; //积分
  69. float err_iBeta = smo.IBeta_hat - iBeta;
  70. smo.est_eBeta = line_func(err_iBeta, smo.Ksta, smo.Ksmo);//fclamp(err_iBeta, -smo.Ksta, smo.Ksta) * smo.Ksmo;
  71. #ifdef USE_ARCTAN
  72. smo.est_eBeta_Filted = do_lpf(smo.est_eBeta_Filted, smo.est_eBeta, smo.lpf_ceof);
  73. #else
  74. smo.est_eBeta_Filted = smo.est_eBeta;
  75. #endif
  76. }
  77. #define angle_clamp(a) {while (a >= M_PI*2) a-=M_PI*2;while (a < 0) a +=M_PI*2;};
  78. #ifdef USE_ARCTAN
  79. static void smo_arctan(void) {
  80. float ealpha_in = -smo.est_eAlpha_Filted;
  81. float ebeta_in = smo.est_eBeta_Filted;
  82. float angle = fast_atan_2(ealpha_in, ebeta_in); //通过反正切获取电角度
  83. UTILS_NAN_ZERO(angle);
  84. angle_clamp(angle);
  85. float prev_angle = smo.est_angle;
  86. float comp_angle = 0.0f;
  87. if (smo.dir_ccw) {
  88. if ((prev_angle > angle) && (prev_angle > M_PI && angle < M_PI)) {//wrapper
  89. comp_angle = 2 * M_PI;
  90. }
  91. }else {
  92. if ((prev_angle < angle) && (prev_angle < M_PI && angle > M_PI)) {//wrapper
  93. comp_angle = -2 * M_PI;
  94. }
  95. }
  96. smo.est_angle = angle;
  97. smo.est_rad_pers = PLL_run(&smo.pll, angle, comp_angle);
  98. if (smo.est_rad_pers > smo.pll_max_rad_pers) {
  99. smo.est_rad_pers = smo.pll_max_rad_pers;
  100. smo.pll.out = smo.est_rad_pers;
  101. }
  102. smo.est_rad_pers_filted = smo.est_rad_pers;
  103. /*低通滤波有相位滞后,需要补偿,同时电流和电压滞后一个控制周期,需要通过当前的电角速度对计算的角度进行补偿 */
  104. smo.est_angle_out = smo.est_angle + fast_atan_2(smo.est_rad_pers_filted, smo.lpf_wc) + smo.est_rad_pers_filted * smo.ts;
  105. angle_clamp(smo.est_angle_out);
  106. smo.est_rpm = (30.0f * smo.est_rad_pers_filted/M_PI/smo.motor_poles);
  107. if (smo.est_rpm > CONFIG_MAX_MOT_RPM) {
  108. smo.est_rpm = CONFIG_MAX_MOT_RPM;
  109. }else if (smo.est_rpm < 0) {
  110. smo.est_rpm = 0;
  111. }
  112. }
  113. #else
  114. static void smo_pll(void) {
  115. float eab_sqr = sqrtf(SQ(smo.est_eAlpha_Filted) + SQ(smo.est_eBeta_Filted) + (1e-10f));
  116. float ealpha_in = -smo.est_eAlpha_Filted/eab_sqr;
  117. float ebeta_in = smo.est_eBeta_Filted/eab_sqr;
  118. float sin, cos;
  119. float angle_rad = pi_2_degree(smo.est_angle);
  120. arm_sin_cos_f32(angle_rad, &sin, &cos);
  121. float pi_err = cos * ealpha_in - sin * ebeta_in;
  122. float perr = pi_err * smo.pll_kp;
  123. if (smo.pll_integrator < smo.pll_max_rad_pers) {
  124. smo.pll_integrator += smo.ts * pi_err * smo.pll_ki; //更新pll的pi的积分xiang
  125. }
  126. smo.est_rad_pers = perr + smo.pll_integrator; //计算角速度
  127. smo.est_angle += smo.ts * smo.est_rad_pers; //角速度积分
  128. smo.est_rad_pers_filted = do_lpf(smo.est_rad_pers_filted, smo.est_rad_pers, smo.lpf_ceof); //对速度低通滤波
  129. angle_clamp(smo.est_angle);
  130. smo.est_rpm = (30.0f * smo.est_rad_pers_filted/M_PI/smo.motor_poles);
  131. if (smo.est_rpm > CONFIG_MAX_MOT_RPM) {
  132. smo.est_rpm = CONFIG_MAX_MOT_RPM;
  133. }else if (smo.est_rpm < 0) {
  134. smo.est_rpm = 0;
  135. }
  136. /* 电流和电压滞后一个控制周期,需要通过当前的电角速度对计算的角度进行补偿 */
  137. smo.est_angle_out = smo.est_angle + smo.est_rad_pers_filted * smo.ts;
  138. angle_clamp(smo.est_angle_out);
  139. }
  140. #endif
  141. float smo_observer_angle(void) {
  142. return pi_2_degree(smo.est_angle_out);
  143. }
  144. //机械角度 rpm
  145. float smo_observer_vel(void) {
  146. return smo.est_rpm;
  147. }