esp-idf-lib/components/sgp40/sensirion_voc_algorithm.h

Sun, 16 Apr 2023 12:27:12 +0200

author
Michiel Broek <mbroek@mbse.eu>
date
Sun, 16 Apr 2023 12:27:12 +0200
changeset 30
7448b8dd4288
parent 1
1c9894662795
permissions
-rw-r--r--

Preparations for BLE GATT. Added extra time after INA219 is powered on before measurement. Reduced LEDC frequency to 60 Hz, that makes the LED lights less nervous. Hardware mod on output 4, now needs external pulldown resistor.

/*
 * Copyright (c) 2020, Sensirion AG
 * All rights reserved.
 *
 * Redistribution and use in source and binary forms, with or without
 * modification, are permitted provided that the following conditions are met:
 *
 * * Redistributions of source code must retain the above copyright notice, this
 *   list of conditions and the following disclaimer.
 *
 * * Redistributions in binary form must reproduce the above copyright notice,
 *   this list of conditions and the following disclaimer in the documentation
 *   and/or other materials provided with the distribution.
 *
 * * Neither the name of Sensirion AG nor the names of its
 *   contributors may be used to endorse or promote products derived from
 *   this software without specific prior written permission.
 *
 * THIS SOFTWARE IS PROVIDED BY THE COPYRIGHT HOLDERS AND CONTRIBUTORS "AS IS"
 * AND ANY EXPRESS OR IMPLIED WARRANTIES, INCLUDING, BUT NOT LIMITED TO, THE
 * IMPLIED WARRANTIES OF MERCHANTABILITY AND FITNESS FOR A PARTICULAR PURPOSE
 * ARE DISCLAIMED. IN NO EVENT SHALL THE COPYRIGHT HOLDER OR CONTRIBUTORS BE
 * LIABLE FOR ANY DIRECT, INDIRECT, INCIDENTAL, SPECIAL, EXEMPLARY, OR
 * CONSEQUENTIAL DAMAGES (INCLUDING, BUT NOT LIMITED TO, PROCUREMENT OF
 * SUBSTITUTE GOODS OR SERVICES; LOSS OF USE, DATA, OR PROFITS; OR BUSINESS
 * INTERRUPTION) HOWEVER CAUSED AND ON ANY THEORY OF LIABILITY, WHETHER IN
 * CONTRACT, STRICT LIABILITY, OR TORT (INCLUDING NEGLIGENCE OR OTHERWISE)
 * ARISING IN ANY WAY OUT OF THE USE OF THIS SOFTWARE, EVEN IF ADVISED OF THE
 * POSSIBILITY OF SUCH DAMAGE.
 */

/**
 * @file sensirion_voc_algorithm.h
 * @defgroup sgp40 sgp40
 * @{
 *
 * Library for calculating concentration of volatile organic compounds
 */

#ifndef VOCALGORITHM_H_
#define VOCALGORITHM_H_

#include <stdlib.h>
#include <stdint.h>
#include <stdbool.h>

#ifdef __cplusplus
extern "C" {
#endif

/* The fixed point arithmetic parts of this code were originally created by
 * https://github.com/PetteriAimonen/libfixmath
 */

typedef int32_t fix16_t;

#define F16(x)                                                                 \
  ((fix16_t)(((x) >= 0) ? ((x)*65536.0 + 0.5) : ((x)*65536.0 - 0.5)))

#define VocAlgorithm_SAMPLING_INTERVAL (1.)
#define VocAlgorithm_INITIAL_BLACKOUT (45.)
#define VocAlgorithm_VOC_INDEX_GAIN (230.)
#define VocAlgorithm_SRAW_STD_INITIAL (50.)
#define VocAlgorithm_SRAW_STD_BONUS (220.)
#define VocAlgorithm_TAU_MEAN_VARIANCE_HOURS (12.)
#define VocAlgorithm_TAU_INITIAL_MEAN (20.)
#define VocAlgorithm_INIT_DURATION_MEAN ((3600. * 0.75))
#define VocAlgorithm_INIT_TRANSITION_MEAN (0.01)
#define VocAlgorithm_TAU_INITIAL_VARIANCE (2500.)
#define VocAlgorithm_INIT_DURATION_VARIANCE ((3600. * 1.45))
#define VocAlgorithm_INIT_TRANSITION_VARIANCE (0.01)
#define VocAlgorithm_GATING_THRESHOLD (340.)
#define VocAlgorithm_GATING_THRESHOLD_INITIAL (510.)
#define VocAlgorithm_GATING_THRESHOLD_TRANSITION (0.09)
#define VocAlgorithm_GATING_MAX_DURATION_MINUTES ((60. * 3.))
#define VocAlgorithm_GATING_MAX_RATIO (0.3)
#define VocAlgorithm_SIGMOID_L (500.)
#define VocAlgorithm_SIGMOID_K (-0.0065)
#define VocAlgorithm_SIGMOID_X0 (213.)
#define VocAlgorithm_VOC_INDEX_OFFSET_DEFAULT (100.)
#define VocAlgorithm_LP_TAU_FAST (20.0)
#define VocAlgorithm_LP_TAU_SLOW (500.0)
#define VocAlgorithm_LP_ALPHA (-0.2)
#define VocAlgorithm_PERSISTENCE_UPTIME_GAMMA ((3. * 3600.))
#define VocAlgorithm_MEAN_VARIANCE_ESTIMATOR__GAMMA_SCALING (64.)
#define VocAlgorithm_MEAN_VARIANCE_ESTIMATOR__FIX16_MAX (32767.)

/**
 * Struct to hold all the states of the VOC algorithm.
 */
typedef struct {
  fix16_t mVoc_Index_Offset;
  fix16_t mTau_Mean_Variance_Hours;
  fix16_t mGating_Max_Duration_Minutes;
  fix16_t mSraw_Std_Initial;
  fix16_t mUptime;
  fix16_t mSraw;
  fix16_t mVoc_Index;
  fix16_t m_Mean_Variance_Estimator__Gating_Max_Duration_Minutes;
  bool m_Mean_Variance_Estimator___Initialized;
  fix16_t m_Mean_Variance_Estimator___Mean;
  fix16_t m_Mean_Variance_Estimator___Sraw_Offset;
  fix16_t m_Mean_Variance_Estimator___Std;
  fix16_t m_Mean_Variance_Estimator___Gamma;
  fix16_t m_Mean_Variance_Estimator___Gamma_Initial_Mean;
  fix16_t m_Mean_Variance_Estimator___Gamma_Initial_Variance;
  fix16_t m_Mean_Variance_Estimator__Gamma_Mean;
  fix16_t m_Mean_Variance_Estimator__Gamma_Variance;
  fix16_t m_Mean_Variance_Estimator___Uptime_Gamma;
  fix16_t m_Mean_Variance_Estimator___Uptime_Gating;
  fix16_t m_Mean_Variance_Estimator___Gating_Duration_Minutes;
  fix16_t m_Mean_Variance_Estimator___Sigmoid__L;
  fix16_t m_Mean_Variance_Estimator___Sigmoid__K;
  fix16_t m_Mean_Variance_Estimator___Sigmoid__X0;
  fix16_t m_Mox_Model__Sraw_Std;
  fix16_t m_Mox_Model__Sraw_Mean;
  fix16_t m_Sigmoid_Scaled__Offset;
  fix16_t m_Adaptive_Lowpass__A1;
  fix16_t m_Adaptive_Lowpass__A2;
  bool m_Adaptive_Lowpass___Initialized;
  fix16_t m_Adaptive_Lowpass___X1;
  fix16_t m_Adaptive_Lowpass___X2;
  fix16_t m_Adaptive_Lowpass___X3;
} VocAlgorithmParams;

/**
 * Initialize the VOC algorithm parameters. Call this once at the beginning or
 * whenever the sensor stopped measurements.
 * @param params    Pointer to the VocAlgorithmParams struct
 */
void VocAlgorithm_init(VocAlgorithmParams *params);

/**
 * Get current algorithm states. Retrieved values can be used in
 * VocAlgorithm_set_states() to resume operation after a short interruption,
 * skipping initial learning phase. This feature can only be used after at least
 * 3 hours of continuous operation.
 * @param params    Pointer to the VocAlgorithmParams struct
 * @param state0    State0 to be stored
 * @param state1    State1 to be stored
 */
void VocAlgorithm_get_states(VocAlgorithmParams *params, int32_t *state0,
                             int32_t *state1);

/**
 * Set previously retrieved algorithm states to resume operation after a short
 * interruption, skipping initial learning phase. This feature should not be
 * used after inerruptions of more than 10 minutes. Call this once after
 * VocAlgorithm_init() and the optional VocAlgorithm_set_tuning_parameters(), if
 * desired. Otherwise, the algorithm will start with initial learning phase.
 * @param params    Pointer to the VocAlgorithmParams struct
 * @param state0    State0 to be restored
 * @param state1    State1 to be restored
 */
void VocAlgorithm_set_states(VocAlgorithmParams *params, int32_t state0,
                             int32_t state1);

/**
 * Set parameters to customize the VOC algorithm. Call this once after
 * VocAlgorithm_init(), if desired. Otherwise, the default values will be used.
 *
 * @param params                      Pointer to the VocAlgorithmParams struct
 * @param voc_index_offset            VOC index representing typical (average)
 *                                    conditions. Range 1..250, default 100
 * @param learning_time_hours         Time constant of long-term estimator.
 *                                    Past events will be forgotten after about
 *                                    twice the learning time.
 *                                    Range 1..72 [hours], default 12 [hours]
 * @param gating_max_duration_minutes Maximum duration of gating (freeze of
 *                                    estimator during high VOC index signal).
 *                                    0 (no gating) or range 1..720 [minutes],
 *                                    default 180 [minutes]
 * @param std_initial                 Initial estimate for standard deviation.
 *                                    Lower value boosts events during initial
 *                                    learning period, but may result in larger
 *                                    device-to-device variations.
 *                                    Range 10..500, default 50
 */
void VocAlgorithm_set_tuning_parameters(VocAlgorithmParams *params,
                                        int32_t voc_index_offset,
                                        int32_t learning_time_hours,
                                        int32_t gating_max_duration_minutes,
                                        int32_t std_initial);

/**
 * Calculate the VOC index value from the raw sensor value.
 *
 * @param params    Pointer to the VocAlgorithmParams struct
 * @param sraw      Raw value from the SGP40 sensor
 * @param voc_index Calculated VOC index value from the raw sensor value. Zero
 *                  during initial blackout period and 1..500 afterwards
 */
void VocAlgorithm_process(VocAlgorithmParams *params, int32_t sraw,
                          int32_t *voc_index);

#ifdef __cplusplus
}
#endif

/**@}*/

#endif /* VOCALGORITHM_H_ */

mercurial