learning_manager.cpp

#include "learning_manager.h"
#include <ArduinoJson.h>

LearningManager::LearningManager() :
    isLearningEnabled(false),
    isFuelLearningEnabled(true),
    isIgnitionLearningEnabled(true),
    learningStartTime(0),
    minLearningTime(300000), // 5 минут
    minEngineTemp(60),       // 60°C
    maxEngineTemp(100),      // 100°C
    minThrottlePosition(5),  // 5%
    maxThrottlePosition(95), // 95%
    totalLearningPoints(0),
    knockEvents(0),
    richMixtureEvents(0),
    leanMixtureEvents(0)
{
}

void LearningManager::begin() {
    fuelTable.begin();
    ignitionTable.begin();
    
    // Загружаем сохраненные данные
    load();
    
    // Устанавливаем параметры обучения
    fuelTable.setLearningRate(0.01);
    fuelTable.setCorrectionLimits(0.8, 1.2);
    
    ignitionTable.setLearningRate(0.05);
    ignitionTable.setCorrectionLimits(-5.0, 5.0);
    ignitionTable.setKnockParameters(0.8, 2.0);
    
    learningStartTime = millis();
}

bool LearningManager::checkLearningConditions(float engineTemp, float throttlePosition) {
    // Проверка времени работы двигателя
    if (millis() - learningStartTime < minLearningTime) {
        return false;
    }
    
    // Проверка температуры двигателя
    if (engineTemp < minEngineTemp || engineTemp > maxEngineTemp) {
        return false;
    }
    
    // Проверка положения дросселя
    if (throttlePosition < minThrottlePosition || throttlePosition > maxThrottlePosition) {
        return false;
    }
    
    return true;
}

void LearningManager::update(float load, float rpm, float lambda, float knockLevel,
                           float engineTemp, float throttlePosition) {
    if (!isLearningEnabled || !checkLearningConditions(engineTemp, throttlePosition)) {
        return;
    }
    
    // Обучение топливной карты
    if (isFuelLearningEnabled) {
        float lambdaError = lambda - 1.0; // Отклонение от стехиометрии
        if (abs(lambdaError) > 0.02) {    // Порог ошибки 2%
            fuelTable.learn(load, rpm, lambdaError);
            if (lambdaError > 0) {
                richMixtureEvents++;
            } else {
                leanMixtureEvents++;
            }
        }
    }
    
    // Обучение карты УОЗ
    if (isIgnitionLearningEnabled) {
        ignitionTable.learn(load, rpm, knockLevel);
        if (knockLevel > 0.8) { // Порог детонации
            knockEvents++;
        }
    }
    
    totalLearningPoints++;
}

float LearningManager::getFuelCorrection(float load, float rpm) {
    return fuelTable.getCorrection(load, rpm);
}

float LearningManager::getIgnitionCorrection(float load, float rpm) {
    return ignitionTable.getCorrection(load, rpm);
}

void LearningManager::setLearningParameters(float minTemp, float maxTemp,
                                          float minThrottle, float maxThrottle) {
    minEngineTemp = minTemp;
    maxEngineTemp = maxTemp;
    minThrottlePosition = minThrottle;
    maxThrottlePosition = maxThrottle;
}

void LearningManager::setLearningRates(float fuelRate, float ignitionRate) {
    fuelTable.setLearningRate(fuelRate);
    ignitionTable.setLearningRate(ignitionRate);
}

bool LearningManager::save() {
    bool fuelSaved = fuelTable.save();
    bool ignitionSaved = ignitionTable.save();
    
    // Сохраняем статистику
    Preferences prefs;
    prefs.begin("learning", false);
    prefs.putUInt("total_points", totalLearningPoints);
    prefs.putUInt("knock_events", knockEvents);
    prefs.putUInt("rich_events", richMixtureEvents);
    prefs.putUInt("lean_events", leanMixtureEvents);
    prefs.end();
    
    return fuelSaved && ignitionSaved;
}

bool LearningManager::load() {
    bool fuelLoaded = fuelTable.load();
    bool ignitionLoaded = ignitionTable.load();
    
    // Загружаем статистику
    Preferences prefs;
    prefs.begin("learning", true);
    totalLearningPoints = prefs.getUInt("total_points", 0);
    knockEvents = prefs.getUInt("knock_events", 0);
    richMixtureEvents = prefs.getUInt("rich_events", 0);
    leanMixtureEvents = prefs.getUInt("lean_events", 0);
    prefs.end();
    
    return fuelLoaded && ignitionLoaded;
}

void LearningManager::reset() {
    fuelTable.reset();
    ignitionTable.reset();
    totalLearningPoints = 0;
    knockEvents = 0;
    richMixtureEvents = 0;
    leanMixtureEvents = 0;
    save();
}

void LearningManager::enable() {
    isLearningEnabled = true;
    learningStartTime = millis();
}

void LearningManager::disable() {
    isLearningEnabled = false;
}

uint32_t LearningManager::getTotalLearningPoints() const {
    return totalLearningPoints;
}

uint32_t LearningManager::getKnockEvents() const {
    return knockEvents;
}

uint32_t LearningManager::getRichMixtureEvents() const {
    return richMixtureEvents;
}

uint32_t LearningManager::getLeanMixtureEvents() const {
    return leanMixtureEvents;
}

float LearningManager::getLearningProgress() const {
    // Максимальное количество точек обучения (16x16 ячеек, минимум 10 точек на ячейку)
    const uint32_t maxPoints = 16 * 16 * 10;
    return (float)totalLearningPoints / maxPoints * 100.0f;
}

String LearningManager::exportToJson() {
    DynamicJsonDocument doc(8192);
    
    // Основные параметры
    doc["enabled"] = isLearningEnabled;
    doc["fuel_enabled"] = isFuelLearningEnabled;
    doc["ignition_enabled"] = isIgnitionLearningEnabled;
    
    // Статистика
    JsonObject stats = doc.createNestedObject("statistics");
    stats["total_points"] = totalLearningPoints;
    stats["knock_events"] = knockEvents;
    stats["rich_events"] = richMixtureEvents;
    stats["lean_events"] = leanMixtureEvents;
    stats["progress"] = getLearningProgress();
    
    // Топливная карта
    JsonArray fuelMap = doc.createNestedArray("fuel_map");
    for (int i = 0; i < 16; i++) {
        JsonArray row = fuelMap.createNestedArray();
        for (int j = 0; j < 16; j++) {
            row.add(fuelTable.getCellValue(i, j));
        }
    }
    
    // Карта УОЗ
    JsonArray ignitionMap = doc.createNestedArray("ignition_map");
    for (int i = 0; i < 16; i++) {
        JsonArray row = ignitionMap.createNestedArray();
        for (int j = 0; j < 16; j++) {
            row.add(ignitionTable.getCellValue(i, j));
        }
    }
    
    String output;
    serializeJson(doc, output);
    return output;
}

bool LearningManager::importFromJson(const String& json) {
    DynamicJsonDocument doc(8192);
    DeserializationError error = deserializeJson(doc, json);
    
    if (error) {
        return false;
    }
    
    // Временно отключаем обучение
    bool wasEnabled = isLearningEnabled;
    disable();
    
    // Сбрасываем текущие данные
    reset();
    
    // Загружаем новые данные
    if (doc.containsKey("enabled")) {
        isLearningEnabled = doc["enabled"];
    }
    
    if (doc.containsKey("statistics")) {
        JsonObject stats = doc["statistics"];
        totalLearningPoints = stats["total_points"] | 0;
        knockEvents = stats["knock_events"] | 0;
        richMixtureEvents = stats["rich_events"] | 0;
        leanMixtureEvents = stats["lean_events"] | 0;
    }
    
    // Восстанавливаем состояние обучения
    if (wasEnabled) {
        enable();
    }
    
    // Сохраняем изменения
    return save();
}