nmWTAI-Platform/Src/nmNum/nmSubWxs/nmWxAutomaticFitting.cpp

#include "nmWxAutomaticFitting.h"
#include "nmCalculationAutoFitPSO.h"
#include "nmWxAutomaticfittingStart.h"
#include "nmWxParameterProperty.h"
#include "nmDataAnalyzeManager.h"
#include "iSubWndFitting.h"
#include "iSysParaHelper.h"
#include "iParameter.h"
#include "mModuleDefines.h"
#include "mGui/mGuiAnal/iAnalRun.h"
#include "iGuiPlot.h"
#include "ZxObjCurve.h"
#include "mAlgDefines.h"

#pragma comment(lib, "mGuiAnal.lib")

#include <QApplication>
#include <QHeaderView>
#include <cmath>
#include <float.h>

#ifdef Q_OS_WIN
#include <windows.h>
#define DEBUG_UI(msg) OutputDebugStringA(QString("[UI] %1\n").arg(msg).toLocal8Bit().data())
#endif

namespace {

bool nmAutoFitUiIsFinite(double value)
{
#ifdef Q_OS_WIN
	return _finite(value) != 0;
#else
	return std::isfinite(value);
#endif
}

// 从系统参数表读取物理边界，读取失败时保留调用方提供的兜底边界。
bool nmAutoFitReadPhysicalRange(const char* parameterName,
	double fallbackMin, double fallbackMax, double& minValue, double& maxValue)
{
	minValue = fallbackMin;
	maxValue = fallbackMax;

	iSysParaHelper* paraHelper = _paraHelper;
	if(!paraHelper) {
		return false;
	}

	iParameter* parameter = paraHelper->getPara(QString::fromLatin1(parameterName), s_Nm_Serie);
	if(!parameter || !nmAutoFitUiIsFinite(parameter->m_dMin)
	   || !nmAutoFitUiIsFinite(parameter->m_dMax)
	   || parameter->m_dMin >= parameter->m_dMax) {
		return false;
	}

	minValue = parameter->m_dMin;
	maxValue = parameter->m_dMax;
	return true;
}

// 主界面气井双对数中的源曲线和导数曲线已经采用拟压力量纲.
// 自动拟合直接读取这两条显示曲线, 避免井对象中的原始压力历史数据与结果曲线量纲不一致.
// 两条曲线可能因无效点过滤而长度不同, 因此按时间坐标匹配共同有效点.
bool getMainHistoryLogLog(iSubWndFitting* fitting,
	QVector<QVector<double> >& data,
	QString& errorMessage)
{
	data.clear();
	if(!fitting) {
		errorMessage = QObject::tr("The current fitting window is unavailable.");
		return false;
	}

	QWidget* widget = fitting->getFitSubRstWxOf(FSRT_DoubleLog, false, &errorMessage);
	iGuiPlot* plot = qobject_cast<iGuiPlot*>(widget);
	if(!plot) {
		errorMessage = QObject::tr("The main double-log plot is unavailable.");
		return false;
	}

	ZxObjCurve* sourceCurve = plot->getCurve(s_Souce_Curve);
	ZxObjCurve* derivativeCurve = plot->getCurve(s_Deriv_Curve);
	if(!sourceCurve || !derivativeCurve) {
		errorMessage = QObject::tr("The main double-log history curves are unavailable.");
		return false;
	}

	QVector<QPointF> sourcePoints = sourceCurve->getAllValues();
	QVector<QPointF> derivativePoints = derivativeCurve->getAllValues();

	data.resize(3);
	int sourceIndex = 0;
	int derivativeIndex = 0;
	while(sourceIndex < sourcePoints.size()
	      && derivativeIndex < derivativePoints.size()) {
		const QPointF sourcePoint = sourcePoints[sourceIndex];
		const QPointF derivativePoint = derivativePoints[derivativeIndex];
		const double sourceTime = sourcePoint.x();
		const double derivativeTime = derivativePoint.x();

		if(!nmAutoFitUiIsFinite(sourceTime) || sourceTime <= 0.0) {
			++sourceIndex;
			continue;
		}
		if(!nmAutoFitUiIsFinite(derivativeTime) || derivativeTime <= 0.0) {
			++derivativeIndex;
			continue;
		}

		const double timeTolerance = qMax(1.0,
			qMax(qAbs(sourceTime), qAbs(derivativeTime))) * 1e-8;
		if(qAbs(sourceTime - derivativeTime) <= timeTolerance) {
			const double source = sourcePoint.y();
			const double derivative = derivativePoint.y();
			if(nmAutoFitUiIsFinite(source)
			   && nmAutoFitUiIsFinite(derivative)
			   && source > 0.0 && derivative > 0.0) {
				data[0].append(sourceTime);
				data[1].append(source);
				data[2].append(derivative);
			}
			++sourceIndex;
			++derivativeIndex;
		} else if(sourceTime < derivativeTime) {
			++sourceIndex;
		} else {
			++derivativeIndex;
		}
	}

	if(data[0].size() < 5) {
		data.clear();
		errorMessage = QObject::tr("The main double-log history curves have too few valid points.");
		return false;
	}

	return true;
}

}

// 设置某一行参数是否显示。隐藏时同步取消勾选并禁用，避免隐藏参数参与自动拟合。
void nmWxAutomaticFitting::setParameterRowVisible(QTableWidget* table, int row, bool visible)
{
	if(!table || row < 0 || row >= table->rowCount()) {
		return;
	}

	table->setRowHidden(row, !visible);

	QCheckBox* checkBox = qobject_cast<QCheckBox*>(table->cellWidget(row, 1));
	if(checkBox) {
		checkBox->setEnabled(visible);
		if(!visible) {
			checkBox->setChecked(false);
		}
	}
}

// 隐藏参数行后重新整理序号，让界面看起来像删除了不需要的参数。
void nmWxAutomaticFitting::renumberVisibleParameterRows(QTableWidget* table)
{
	if(!table) {
		return;
	}

	int visibleIndex = 1;
	for(int row = 0; row < table->rowCount(); ++row) {
		if(table->isRowHidden(row)) {
			continue;
		}

		QTableWidgetItem* item = table->item(row, 0);
		if(!item) {
			item = new QTableWidgetItem();
			table->setItem(row, 0, item);
		}

		item->setText(QString::number(visibleIndex++));
		item->setTextAlignment(Qt::AlignCenter);
	}
}

// 根据当前模型类型控制Ct/Cf/Swi参数显示。
void nmWxAutomaticFitting::updateParameterVisibility(QTableWidget* table, NM_SOLVER_MODEL_TYPE eType)
{
	if(!table) {
		return;
	}

	for(int row = 0; row < table->rowCount(); ++row) {
		setParameterRowVisible(table, row, true);
	}

	bool showCt = false;
	bool showCf = false;
	bool showSwi = false;

	switch(eType) {
	case SMT_Oil_ConstPvt:
	case SMT_Water_ConstPvt:
		// 常量PVT使用综合压缩系数Ct。
		showCt = true;
		break;
	case SMT_Oil_VariablePvt:
	case SMT_Water_VariablePvt:
	case SMT_Gas_VariablePvt:
		// 变化PVT使用岩石压缩系数Cf。
		showCf = true;
		break;
	case SMT_Oil_Water_TwoPhase:
		// 油水两相使用Cf，并且只有它需要初始含水饱和度Swi。
		showCf = true;
		showSwi = true;
		break;
	default:
		showCf = true;
		break;
	}

	setParameterRowVisible(table, 5, showCt);   // Ct
	setParameterRowVisible(table, 6, showCf);   // Cf
	setParameterRowVisible(table, 7, showSwi);  // Swi

	renumberVisibleParameterRows(table);
}

// 获取参数的系统物理边界，并为 Swi 叠加当前储层饱和度约束。
bool nmWxAutomaticFitting::getPhysicalParameterRange(int parameterIndex,
	double& minValue, double& maxValue)
{
	static const char* parameterNames[] = {
		"Result_K", "Result_W_Skin", "Result_W_C", "Result_phi",
		"Result_h", "Result_Cti", "Result_Cf", "Result_Swi"
	};
	// KAPPA 的边界使用 md、ft、bbl/psi；自动拟合界面使用 Darcy、m、m^3/MPa，
	// 这里统一换算到界面和 PSO 实际使用的单位：K 除以 1000，h 由 ft 换成 m，
	// 井筒储集系数的 4.33667154546306e34 bbl/psi 对应约 1e36 m^3/MPa。
	// Ct/Cf/Swi 沿用模型参数表边界。
	static const double physicalMin[] = {
		1.01325027383089e-18, -5.0, 0.0, 1.0e-4, 1.0e-5, 1.0e-30, 1.0e-30, 0.0
	};
	static const double physicalMax[] = {
		1.01325027383089e42, 5000.0, 1.0e36, 0.9999, 1.0e9, 10.0, 10.0, 1.0
	};

	if(parameterIndex < 0 || parameterIndex >= 8) {
		return false;
	}

	minValue = physicalMin[parameterIndex];
	maxValue = physicalMax[parameterIndex];
	bool rangeRead = true;
	if(parameterIndex >= 5) {
		rangeRead = nmAutoFitReadPhysicalRange(parameterNames[parameterIndex],
			physicalMin[parameterIndex], physicalMax[parameterIndex], minValue, maxValue);
	}

	if(parameterIndex == 7) {
		double soi = reservoirData.getSoi().getValue().toDouble();
		double sgi = reservoirData.getSgi().getValue().toDouble();
		if(nmAutoFitUiIsFinite(soi) && nmAutoFitUiIsFinite(sgi)) {
			if(soi < 0.0 || sgi < 0.0 || soi + sgi > 1.0) {
				// Soi+Sgi 超过 1 时没有可行的 Swi，固定到物理下限，避免继续搜索非法区间。
				minValue = 0.0;
				maxValue = 0.0;
			} else {
				maxValue = qMin(maxValue, 1.0 - soi - sgi);
			}
		}
	}

	return rangeRead;
}

// 将一组上下界同步到表格和自动拟合数据，保证 PSO 读取到同一份配置。
void nmWxAutomaticFitting::setParameterRange(int parameterIndex,
	double minValue, double maxValue)
{
	if(!m_parameterTable || parameterIndex < 0 || parameterIndex >= m_parameterTable->rowCount()
	   || !nmAutoFitUiIsFinite(minValue) || !nmAutoFitUiIsFinite(maxValue)) {
		return;
	}

	if(maxValue < minValue) {
		qSwap(minValue, maxValue);
	}

	const bool wasUpdatingRanges = m_updatingParameterRanges;
	m_updatingParameterRanges = true;

	if(m_parameterTable->item(parameterIndex, 2)) {
		m_parameterTable->item(parameterIndex, 2)->setText(QString::number(minValue, 'g', 10));
	}
	if(m_parameterTable->item(parameterIndex, 4)) {
		m_parameterTable->item(parameterIndex, 4)->setText(QString::number(maxValue, 'g', 10));
	}

	switch(parameterIndex) {
	case 0:
		automaticFittingData.getPermeabilityMin().setValue(minValue);
		automaticFittingData.getPermeabilityMax().setValue(maxValue);
		break;
	case 1:
		automaticFittingData.getSkinMin().setValue(minValue);
		automaticFittingData.getSkinMax().setValue(maxValue);
		break;
	case 2:
		automaticFittingData.getWellboreStorageMin().setValue(minValue);
		automaticFittingData.getWellboreStorageMax().setValue(maxValue);
		break;
	case 3:
		automaticFittingData.getPorosityMin().setValue(minValue);
		automaticFittingData.getPorosityMax().setValue(maxValue);
		break;
	case 4:
		automaticFittingData.getThicknessMin().setValue(minValue);
		automaticFittingData.getThicknessMax().setValue(maxValue);
		break;
	case 5:
		automaticFittingData.getCtMin().setValue(minValue);
		automaticFittingData.getCtMax().setValue(maxValue);
		break;
	case 6:
		automaticFittingData.getCfMin().setValue(minValue);
		automaticFittingData.getCfMax().setValue(maxValue);
		break;
	case 7:
		automaticFittingData.getSwiMin().setValue(minValue);
		automaticFittingData.getSwiMax().setValue(maxValue);
		break;
	default:
		break;
	}

	m_updatingParameterRanges = wasUpdatingRanges;
}

// 根据初值生成首次或拟合后的建议范围，并始终限制在物理边界内。
void nmWxAutomaticFitting::updateRangeForParameter(int parameterIndex,
	double centerValue, bool afterFit)
{
	if(!m_parameterTable || parameterIndex < 0 || parameterIndex >= 8
	   || !nmAutoFitUiIsFinite(centerValue)) {
		return;
	}

	double physicalMin = 0.0;
	double physicalMax = 0.0;
	getPhysicalParameterRange(parameterIndex, physicalMin, physicalMax);

	double reference = centerValue;
	const bool positiveParameter = parameterIndex != 1;

	// 正值参数初值为 0 时不再借用旧的界面范围，直接从物理边界选取搜索尺度。
	if(positiveParameter && reference <= 0.0) {
		if(physicalMin > 0.0) {
			reference = physicalMin;
		} else {
			reference = qMax(physicalMax * 0.01, 1.0e-12);
		}
	}

	if(physicalMax < physicalMin) {
		return;
	}
	reference = qBound(physicalMin, reference, physicalMax);
	const double boundedCenterValue = qBound(physicalMin, centerValue, physicalMax);

	double newMin = physicalMin;
	double newMax = physicalMax;
	if(parameterIndex == 1) {
		const double skinHalfRange = afterFit ? 1.0 : 10.0;
		newMin = qMax(physicalMin, reference - skinHalfRange);
		newMax = qMin(physicalMax, reference + skinHalfRange);
	} else if(reference > 0.0 && !(parameterIndex == 7 && centerValue <= 0.0)) {
		const double lowerFactor = afterFit ? 0.5 : 0.1;
		const double upperFactor = afterFit ? 2.0 : 10.0;
		newMin = qMax(physicalMin, reference * lowerFactor);
		newMax = qMin(physicalMax, reference * upperFactor);
	} else if(parameterIndex == 7) {
		// 没有可靠 Swi 初值时，不把搜索范围压缩到零附近。
		newMin = physicalMin;
		newMax = physicalMax;
	}

	// 任何自动范围都必须包含本次使用的中心值，并且不能越过物理边界。
	newMin = qMin(newMin, boundedCenterValue);
	newMax = qMax(newMax, boundedCenterValue);
	newMin = qMax(newMin, physicalMin);
	newMax = qMin(newMax, physicalMax);

	if(newMax >= newMin) {
		setParameterRange(parameterIndex, newMin, newMax);
	}
}

// 首次进入自动范围模式时，按当前表格中的初值为所有参数建立建议范围。
void nmWxAutomaticFitting::initializeSuggestedParameterRanges()
{
	if(!m_parameterTable) {
		return;
	}

	for(int parameterIndex = 0; parameterIndex < 8; ++parameterIndex) {
		QTableWidgetItem* initialItem = m_parameterTable->item(parameterIndex, 3);
		if(initialItem) {
			bool initialOk = false;
			const double initialValue = initialItem->text().toDouble(&initialOk);
			if(initialOk && nmAutoFitUiIsFinite(initialValue)) {
				updateRangeForParameter(parameterIndex, initialValue, false);
			} else {
				// 数据对象没有提供该初值时使用完整物理区间，不回退到旧的默认范围。
				double physicalMin = 0.0;
				double physicalMax = 0.0;
				getPhysicalParameterRange(parameterIndex, physicalMin, physicalMax);
				if(physicalMax >= physicalMin) {
					setParameterRange(parameterIndex, physicalMin, physicalMax);
				}
			}
		}
	}
}

// 校正已保存的范围：保留物理边界内的用户区间，无交集时按当前初值生成兜底区间。
void nmWxAutomaticFitting::normalizeSavedParameterRanges()
{
	if(!m_parameterTable) {
		return;
	}

	for(int parameterIndex = 0; parameterIndex < 8; ++parameterIndex) {
		QTableWidgetItem* minItem = m_parameterTable->item(parameterIndex, 2);
		QTableWidgetItem* maxItem = m_parameterTable->item(parameterIndex, 4);
		QTableWidgetItem* initialItem = m_parameterTable->item(parameterIndex, 3);
		if(!minItem || !maxItem || !initialItem) {
			continue;
		}

		double physicalMin = 0.0;
		double physicalMax = 0.0;
		getPhysicalParameterRange(parameterIndex, physicalMin, physicalMax);
		bool savedMinOk = false;
		bool savedMaxOk = false;
		const double savedMin = minItem->text().toDouble(&savedMinOk);
		const double savedMax = maxItem->text().toDouble(&savedMaxOk);
		const bool savedRangeValid = savedMinOk && savedMaxOk
			&& nmAutoFitUiIsFinite(savedMin) && nmAutoFitUiIsFinite(savedMax)
			&& savedMax >= savedMin;

		if(savedRangeValid && physicalMax >= physicalMin) {
			const double clippedMin = qMax(savedMin, physicalMin);
			const double clippedMax = qMin(savedMax, physicalMax);
			if(clippedMax >= clippedMin) {
				setParameterRange(parameterIndex, clippedMin, clippedMax);
				continue;
			}
		}

		// 已保存范围无效或与物理边界无交集时，按数据对象初值重新生成。
		bool initialOk = false;
		const double initialValue = initialItem->text().toDouble(&initialOk);
		if(initialOk && nmAutoFitUiIsFinite(initialValue)) {
			updateRangeForParameter(parameterIndex, initialValue, false);
		} else if(physicalMax >= physicalMin) {
			setParameterRange(parameterIndex, physicalMin, physicalMax);
		}
	}
}

// 校验当前表格中的参数范围；parameterIndex 为 -1 时检查所有可见参数行。
bool nmWxAutomaticFitting::validateParameterTable(QString& errorMessage, int parameterIndex)
{
	if(!m_parameterTable) {
		errorMessage = tr("The parameter table is unavailable.");
		return false;
	}
	if(parameterIndex < -1 || parameterIndex >= 8) {
		errorMessage = tr("The parameter row is invalid.");
		return false;
	}

	static const char* parameterNames[] = {
		"Permeability", "Skin", "Wellbore storage", "Porosity",
		"Thickness", "Ct", "Cf", "Swi"
	};

	const int firstParameterIndex = parameterIndex < 0 ? 0 : parameterIndex;
	const int lastParameterIndex = parameterIndex < 0 ? 8 : parameterIndex + 1;
	for(int currentParameterIndex = firstParameterIndex;
		currentParameterIndex < lastParameterIndex; ++currentParameterIndex) {
		// 隐藏参数不参与当前模型拟合，不用它们的历史值阻塞当前设置。
		if(m_parameterTable->isRowHidden(currentParameterIndex)) {
			continue;
		}

		QTableWidgetItem* minItem = m_parameterTable->item(currentParameterIndex, 2);
		QTableWidgetItem* initialItem = m_parameterTable->item(currentParameterIndex, 3);
		QTableWidgetItem* maxItem = m_parameterTable->item(currentParameterIndex, 4);
		if(!minItem || !initialItem || !maxItem) {
			errorMessage = tr("The range values for %1 are incomplete.")
				.arg(tr(parameterNames[currentParameterIndex]));
			return false;
		}

		bool minOk = false;
		bool initialOk = false;
		bool maxOk = false;
		const double minValue = minItem->text().toDouble(&minOk);
		const double initialValue = initialItem->text().toDouble(&initialOk);
		const double maxValue = maxItem->text().toDouble(&maxOk);
		if(!minOk || !initialOk || !maxOk
		   || !nmAutoFitUiIsFinite(minValue)
		   || !nmAutoFitUiIsFinite(initialValue)
		   || !nmAutoFitUiIsFinite(maxValue)) {
			errorMessage = tr("The minimum value, initial value, and maximum value of %1 must be finite numbers.")
				.arg(tr(parameterNames[currentParameterIndex]));
			return false;
		}

		double physicalMin = 0.0;
		double physicalMax = 0.0;
		getPhysicalParameterRange(currentParameterIndex, physicalMin, physicalMax);
		if(!nmAutoFitUiIsFinite(physicalMin) || !nmAutoFitUiIsFinite(physicalMax)
		   || physicalMax < physicalMin) {
			errorMessage = tr("The physical range of %1 is invalid.")
				.arg(tr(parameterNames[currentParameterIndex]));
			return false;
		}

		if(minValue < physicalMin || minValue > physicalMax
		   || initialValue < physicalMin || initialValue > physicalMax
		   || maxValue < physicalMin || maxValue > physicalMax) {
			errorMessage = tr("The values of %1 exceed the physical range [%2, %3].")
				.arg(tr(parameterNames[currentParameterIndex]))
				.arg(QString::number(physicalMin, 'g', 10))
				.arg(QString::number(physicalMax, 'g', 10));
			return false;
		}

		if(minValue > maxValue || minValue > initialValue || initialValue > maxValue) {
			errorMessage = tr("The values of %1 must satisfy: minimum <= initial value <= maximum.")
				.arg(tr(parameterNames[currentParameterIndex]));
			return false;
		}
	}

	return true;
}

nmWxAutomaticFitting::nmWxAutomaticFitting(QWidget *parent)
	: iDlgBase(parent)
	, m_autoFitterPSO(nullptr)
	, m_progressDialog(nullptr)
	, m_progressTimer(nullptr)
	, m_progressMonitor(nullptr)
	, m_autoParameterRanges(true)
	// 构造期间先禁止即时校验，避免初始值写入和范围生成之间出现短暂的不一致。
	, m_updatingParameterRanges(true)
{
	DEBUG_UI(QString("AutoFitting Constructor: this=0x%1").arg((quintptr)this, 0, 16));

	// 加载已有井数据
    QVector<nmDataWellBase*> listWellData = nmDataAnalyzeManager::getCurrentInstance()->getWellDataList();

	// 遍历并分类井数据
	foreach (nmDataWellBase* well, listWellData) {
		if (auto vfWell = dynamic_cast<nmDataVerticalFracturedWell*>(well)) {
			m_verticalFracturedWells.append(*vfWell);
		}
		else if (auto hfWell = dynamic_cast<nmDataHorizontalFracturedWell*>(well)) {
			m_horizontalFracturedWells.append(*hfWell);
		}
		else if (auto vWell = dynamic_cast<nmDataVerticalWell*>(well)) {
			m_verticalWells.append(*vWell);
		}
		else if (auto hWell = dynamic_cast<nmDataHorizontalWell*>(well)) {
			m_horizontalWells.append(*hWell);
		}
	}

	// 获取数据
	nmDataAnalyzeManager* pManager = nmDataAnalyzeManager::getCurrentInstance();
	reservoirData = pManager->getReservoirDataCopy();
	automaticFittingData = pManager->getAutomaticFittingDataCopy();
	const bool hasSavedFittingData = pManager && pManager->getAutomaticFittingData() != nullptr;
	// 自动范围始终开启；用户在表格中修改上下限后，itemChanged 会临时切换为手工范围。
	m_autoParameterRanges = true;

	NM_SOLVER_MODEL_TYPE solverModelType = pManager->getSolverModelType();
	// 未保存过配置时只保留参数选择的相态默认值，不再覆盖数据对象中的初值或范围。
	if(!hasSavedFittingData) {
		if(solverModelType == SMT_Oil_ConstPvt ||
		   solverModelType == SMT_Water_ConstPvt) {
			// T1/T3 的综合压缩系数默认不参与拟合。
			automaticFittingData.setCtSelected(false);
		} else if(solverModelType == SMT_Oil_VariablePvt ||
		          solverModelType == SMT_Water_VariablePvt) {
			// T2/T4 的岩石压缩系数默认参与拟合。
			automaticFittingData.setCfSelected(true);
		}
	}

	setupUI();
	setWindowTitle(tr("Automatic fitting"));
	setModal(true);
	resize(800, 480);

	if(m_targetWellCombo->count() > 0) {
		onWellSelected(0); // 默认选中第一口井
	}
	if(!hasSavedFittingData) {
		initializeSuggestedParameterRanges();
	} else {
		normalizeSavedParameterRanges();
	}
	m_updatingParameterRanges = false;

	DEBUG_UI("AutoFitting Constructor completed");
}

nmWxAutomaticFitting::~nmWxAutomaticFitting()
{
	DEBUG_UI(QString("AutoFitting Destructor: this=0x%1").arg((quintptr)this, 0, 16));
	DEBUG_UI("AutoFitting destructor - starting cleanup");

	// 停止定时器
	if (m_progressTimer) {
		m_progressTimer->stop();
	}

	// 断开所有连接，避免悬空指针
	if (m_autoFitterPSO) {
		disconnect(m_autoFitterPSO, nullptr, this, nullptr);
	}

	DEBUG_UI("AutoFitting destructor - completed");
}

void nmWxAutomaticFitting::setupUI()
{
	m_mainLayout = new QVBoxLayout(this);

	// 创建主要内容的水平布局
	QHBoxLayout* contentLayout = new QHBoxLayout();

	// 添加左侧间距
	contentLayout->addSpacing(20);

	setupControlPanel();  // 左侧控制面板
	contentLayout->addLayout(m_controlLayout);

	// 添加控制面板和表格之间的间距
	contentLayout->addSpacing(30);

	setupParameterTable(); // 右侧参数表格
	contentLayout->addWidget(m_parameterTable, 1); // 设置拉伸因子为1，使表格可以扩展

	// 添加右侧间距
	contentLayout->addSpacing(20);

	m_mainLayout->addLayout(contentLayout);
	setupButtons(); // 底部按钮

	setLayout(m_mainLayout);
}

void nmWxAutomaticFitting::setupParameterTable()
{
	// 创建表格
	m_parameterTable = new QTableWidget(8, 6, this);

	// 设置表头
	QStringList headers;
	headers << "" << tr("Parameter") << tr("Min") << tr("Initial value") << tr("Max") << tr("Unit");
	m_parameterTable->setHorizontalHeaderLabels(headers);

	// 设置表格属性
	m_parameterTable->setSelectionBehavior(QAbstractItemView::SelectItems);
	m_parameterTable->setAlternatingRowColors(true);
	m_parameterTable->verticalHeader()->setVisible(false);

	// 设置列宽
	QHeaderView* header = m_parameterTable->horizontalHeader();
	header->setResizeMode(0, QHeaderView::Fixed);    // 序号列固定宽度
	header->setResizeMode(1, QHeaderView::Fixed);    // 参数列固定宽度
	header->setResizeMode(2, QHeaderView::Stretch);  // 其他列自适应
	header->setResizeMode(3, QHeaderView::Stretch);
	header->setResizeMode(4, QHeaderView::Stretch);
	header->setResizeMode(5, QHeaderView::Fixed);    // 单位列固定宽度

	// 设置固定列的宽度
	m_parameterTable->setColumnWidth(0, 40);   // 序号列宽度
	m_parameterTable->setColumnWidth(1, 120);  // 参数列宽度
	m_parameterTable->setColumnWidth(5, 80);   // 单位列宽度

	// 设置表格的大小策略
	m_parameterTable->setSizePolicy(QSizePolicy::Expanding, QSizePolicy::Expanding);

	// 渗透率 (Permeability)
	m_parameterTable->setItem(0, 0, new QTableWidgetItem("1"));
	m_kCheckBox = new QCheckBox(tr("Permeability"));
	m_kCheckBox->setChecked(automaticFittingData.getPermeabilitySelected());
	m_parameterTable->setCellWidget(0, 1, m_kCheckBox);
	m_parameterTable->setItem(0, 2, new QTableWidgetItem(QString::number(automaticFittingData.getPermeabilityMin().getValue().toDouble())));
	m_parameterTable->setItem(0, 3, new QTableWidgetItem(QString::number(reservoirData.getPermeability().getValue().toDouble())));
	m_parameterTable->setItem(0, 4, new QTableWidgetItem(QString::number(automaticFittingData.getPermeabilityMax().getValue().toDouble())));
	m_parameterTable->setItem(0, 5, new QTableWidgetItem(tr("Darcy")));

	// 表皮系数 (Skin)
	m_parameterTable->setItem(1, 0, new QTableWidgetItem("2"));
	m_sCheckBox = new QCheckBox(tr("Skin"));
	m_sCheckBox->setChecked(automaticFittingData.getSkinSelected());
	m_parameterTable->setCellWidget(1, 1, m_sCheckBox);
	m_parameterTable->setItem(1, 2, new QTableWidgetItem(QString::number(automaticFittingData.getSkinMin().getValue().toDouble())));
	m_parameterTable->setItem(1, 3, new QTableWidgetItem());
	m_parameterTable->setItem(1, 4, new QTableWidgetItem(QString::number(automaticFittingData.getSkinMax().getValue().toDouble())));
	m_parameterTable->setItem(1, 5, new QTableWidgetItem(""));

	// 井筒储集系数 (Wellbore storage)
	m_parameterTable->setItem(2, 0, new QTableWidgetItem("3"));
	m_cCheckBox = new QCheckBox(tr("Wellbore storage"));
	m_cCheckBox->setChecked(automaticFittingData.getWellboreStorageSelected());
	m_parameterTable->setCellWidget(2, 1, m_cCheckBox);
	m_parameterTable->setItem(2, 2, new QTableWidgetItem(QString::number(automaticFittingData.getWellboreStorageMin().getValue().toDouble())));
	m_parameterTable->setItem(2, 3, new QTableWidgetItem());
	m_parameterTable->setItem(2, 4, new QTableWidgetItem(QString::number(automaticFittingData.getWellboreStorageMax().getValue().toDouble())));
	m_parameterTable->setItem(2, 5, new QTableWidgetItem(tr("m^3/MPa")));

	// 孔隙度 (Porosity)
	m_parameterTable->setItem(3, 0, new QTableWidgetItem("4"));
	m_phiCheckBox = new QCheckBox(tr("Porosity"));
	m_phiCheckBox->setChecked(automaticFittingData.getPorositySelected());
	m_parameterTable->setCellWidget(3, 1, m_phiCheckBox);
	m_parameterTable->setItem(3, 2, new QTableWidgetItem(QString::number(automaticFittingData.getPorosityMin().getValue().toDouble())));
	m_parameterTable->setItem(3, 3, new QTableWidgetItem(QString::number(reservoirData.getPorosity().getValue().toDouble())));
	m_parameterTable->setItem(3, 4, new QTableWidgetItem(QString::number(automaticFittingData.getPorosityMax().getValue().toDouble())));
	m_parameterTable->setItem(3, 5, new QTableWidgetItem(""));

	// 储层厚度 (Thickness)
	m_parameterTable->setItem(4, 0, new QTableWidgetItem("5"));
	m_hCheckBox = new QCheckBox(tr("Thickness"));
	m_hCheckBox->setChecked(automaticFittingData.getThicknessSelected());
	m_parameterTable->setCellWidget(4, 1, m_hCheckBox);
	m_parameterTable->setItem(4, 2, new QTableWidgetItem(QString::number(automaticFittingData.getThicknessMin().getValue().toDouble())));
	m_parameterTable->setItem(4, 3, new QTableWidgetItem(QString::number(reservoirData.getThickness().getValue().toDouble())));
	m_parameterTable->setItem(4, 4, new QTableWidgetItem(QString::number(automaticFittingData.getThicknessMax().getValue().toDouble())));
	m_parameterTable->setItem(4, 5, new QTableWidgetItem(tr("m")));

	// 综合压缩系数 (Ct)
	m_parameterTable->setItem(5, 0, new QTableWidgetItem("6"));
	m_ctCheckBox = new QCheckBox(tr("Ct"));
	m_ctCheckBox->setChecked(automaticFittingData.getCtSelected());
	m_parameterTable->setCellWidget(5, 1, m_ctCheckBox);
	m_parameterTable->setItem(5, 2, new QTableWidgetItem(QString::number(automaticFittingData.getCtMin().getValue().toDouble())));
	m_parameterTable->setItem(5, 3, new QTableWidgetItem(QString::number(reservoirData.getCt().getValue().toDouble())));
	m_parameterTable->setItem(5, 4, new QTableWidgetItem(QString::number(automaticFittingData.getCtMax().getValue().toDouble())));
	m_parameterTable->setItem(5, 5, new QTableWidgetItem(""));

	// 岩石压缩系数 (Cf)
	m_parameterTable->setItem(6, 0, new QTableWidgetItem("7"));
	m_cfCheckBox = new QCheckBox(tr("Cf"));
	m_cfCheckBox->setChecked(automaticFittingData.getCfSelected());
	m_parameterTable->setCellWidget(6, 1, m_cfCheckBox);
	m_parameterTable->setItem(6, 2, new QTableWidgetItem(QString::number(automaticFittingData.getCfMin().getValue().toDouble())));
	m_parameterTable->setItem(6, 3, new QTableWidgetItem(QString::number(reservoirData.getCf().getValue().toDouble())));
	m_parameterTable->setItem(6, 4, new QTableWidgetItem(QString::number(automaticFittingData.getCfMax().getValue().toDouble())));
	m_parameterTable->setItem(6, 5, new QTableWidgetItem(""));

	// 初始含水饱和度 (Swi)
	m_parameterTable->setItem(7, 0, new QTableWidgetItem("8"));
    m_swiCheckBox = new QCheckBox(tr("Swi"));
	m_swiCheckBox->setChecked(automaticFittingData.getSwiSelected());
	m_parameterTable->setCellWidget(7, 1, m_swiCheckBox);
	m_parameterTable->setItem(7, 2, new QTableWidgetItem(QString::number(automaticFittingData.getSwiMin().getValue().toDouble())));
	m_parameterTable->setItem(7, 3, new QTableWidgetItem(QString::number(reservoirData.getSwi().getValue().toDouble())));
	m_parameterTable->setItem(7, 4, new QTableWidgetItem(QString::number(automaticFittingData.getSwiMax().getValue().toDouble())));
	m_parameterTable->setItem(7, 5, new QTableWidgetItem(""));

	// 设置表格行为
	for(int i = 0; i < m_parameterTable->rowCount(); ++i) {
		for(int j = 0; j < 6; ++j) {
			QTableWidgetItem* item = m_parameterTable->item(i, j);

			if(item) {
				if(j == 0 || j == 5) {  // 序号列和单位列只读
					item->setFlags(Qt::ItemIsEnabled | Qt::ItemIsSelectable);
				} else if(j >= 2) {
					item->setFlags(Qt::ItemIsEnabled | Qt::ItemIsEditable | Qt::ItemIsSelectable);
				} else { // 参数列（复选框）不可选择
					item->setFlags(Qt::NoItemFlags);
				}
			}
		}
	}

	// 序号列居中对齐
	for(int i = 0; i < m_parameterTable->rowCount(); ++i) {
		QTableWidgetItem* item = m_parameterTable->item(i, 0);

		if(item) {
			item->setTextAlignment(Qt::AlignCenter);
		}
	}

	nmDataAnalyzeManager* pManager = nmDataAnalyzeManager::getCurrentInstance();
	if(pManager) {
		updateParameterVisibility(m_parameterTable, pManager->getSolverModelType());
	}

	// 连接选择改变信号
	connect(m_parameterTable, SIGNAL(currentCellChanged(int, int, int, int)),
		this, SLOT(onCellSelectionChanged(int, int, int, int)));
	connect(m_parameterTable, SIGNAL(itemChanged(QTableWidgetItem*)),
		this, SLOT(onParameterTableItemChanged(QTableWidgetItem*)));
}

void nmWxAutomaticFitting::setupControlPanel()
{
	m_controlLayout = new QVBoxLayout();
	m_controlLayout->setSizeConstraint(QLayout::SetFixedSize);

	// 上方弹簧
	m_controlLayout->addStretch(1);

	// 算法选择
	QLabel* algorithmLabel = new QLabel(tr("Algorithm:"));
	m_algorithmCombo = new QComboBox();
	m_algorithmCombo->addItem(tr("PSO (Particle Swarm)"));
	m_algorithmCombo->setCurrentIndex(0);
	m_algorithmCombo->setMaximumWidth(160);
	m_algorithmCombo->setMinimumWidth(160);

	QLabel* surrogateLabel = new QLabel(tr("PSO acceleration:"));
	m_surrogateCombo = new QComboBox();
	//m_surrogateCombo->setEnabled(false);// 暂时不可编辑
	m_surrogateCombo->addItem(tr("Off"));
	m_surrogateCombo->addItem(tr("On"));
	m_surrogateCombo->setCurrentIndex(automaticFittingData.getSurrogateScreeningEnabled() ? 1 : 0);
	m_surrogateCombo->setMaximumWidth(160);
	m_surrogateCombo->setMinimumWidth(160);

	// 迭代次数
	QLabel* iterationLabel = new QLabel(tr("Number of iterations:"));
	m_iterationEdit = new QLineEdit(QString::number(automaticFittingData.getIterationCount().getValue().toInt()));
	m_iterationEdit->setMaximumWidth(100);
	m_iterationEdit->setMinimumWidth(100);

	// 误差上限
	QLabel* errorLabel = new QLabel(tr("Error tolerance:"));
	m_errorLimitEdit = new QLineEdit(QString::number(automaticFittingData.getErrorTolerance().getValue().toDouble()));
	m_errorLimitEdit->setMaximumWidth(100);
	m_errorLimitEdit->setMinimumWidth(100);

	// 目标井选择
	QLabel* wellLabel = new QLabel(tr("Target Well:"));
	m_targetWellCombo = new QComboBox();

	// 添加垂直井
	for(int i = 0; i < m_verticalWells.size(); ++i) {
		m_targetWellCombo->addItem(m_verticalWells[i].getWellName());
	}

	// 添加水平井
	for(int i = 0; i < m_horizontalWells.size(); ++i) {
		m_targetWellCombo->addItem(m_horizontalWells[i].getWellName());
	}

	// 添加垂直压裂井
	for(int i = 0; i < m_verticalFracturedWells.size(); ++i) {
		m_targetWellCombo->addItem(m_verticalFracturedWells[i].getWellName());
	}

	// 添加水平压裂井
	for(int i = 0; i < m_horizontalFracturedWells.size(); ++i) {
		m_targetWellCombo->addItem(m_horizontalFracturedWells[i].getWellName());
	}

	connect(m_targetWellCombo, SIGNAL(currentIndexChanged(int)), this, SLOT(onWellSelected(int)));
	m_targetWellCombo->setMaximumWidth(100);
	m_targetWellCombo->setMinimumWidth(100);

	// 添加到垂直布局
	m_controlLayout->addWidget(algorithmLabel);
	m_controlLayout->addWidget(m_algorithmCombo);
	m_controlLayout->addSpacing(15);

	m_controlLayout->addWidget(surrogateLabel);
	m_controlLayout->addWidget(m_surrogateCombo);
	m_controlLayout->addSpacing(15);

	m_controlLayout->addWidget(iterationLabel);
	m_controlLayout->addWidget(m_iterationEdit);
	m_controlLayout->addSpacing(15);

	m_controlLayout->addWidget(errorLabel);
	m_controlLayout->addWidget(m_errorLimitEdit);
	m_controlLayout->addSpacing(15);

	m_controlLayout->addWidget(wellLabel);
	m_controlLayout->addWidget(m_targetWellCombo);

	// 下方弹簧
	m_controlLayout->addStretch(1);
}

void nmWxAutomaticFitting::setupButtons()
{
	QHBoxLayout* buttonLayout = new QHBoxLayout();

	m_reverseBtn = new QPushButton(tr("Reverse Selection"));
	m_okBtn = new QPushButton(tr("OK"));
	m_cancelBtn = new QPushButton(tr("Cancel"));

	// 设置按钮大小
	m_reverseBtn->setMinimumWidth(120);
	m_okBtn->setMinimumWidth(80);
	m_cancelBtn->setMinimumWidth(80);

	buttonLayout->addStretch();
	buttonLayout->addWidget(m_reverseBtn);
	buttonLayout->addWidget(m_okBtn);
	buttonLayout->addWidget(m_cancelBtn);

	m_mainLayout->addLayout(buttonLayout);

	// 连接信号槽
	connect(m_reverseBtn, SIGNAL(clicked()), this, SLOT(onReverseSelection()));
	connect(m_okBtn, SIGNAL(clicked()), this, SLOT(onAccept()));
	connect(m_cancelBtn, SIGNAL(clicked()), this, SLOT(onReject()));
}

void nmWxAutomaticFitting::onCellSelectionChanged(int currentRow, int currentColumn, int previousRow, int previousColumn)
{
	if(!m_parameterTable) return;

	QHeaderView* header = m_parameterTable->horizontalHeader();
	if(!header) return;

	// 重置所有列头的字体为正常

	for(int i = 0; i < m_parameterTable->columnCount(); ++i) {
		QFont font = header->font();
		font.setBold(false);
		if(m_parameterTable->horizontalHeaderItem(i)) {
			m_parameterTable->horizontalHeaderItem(i)->setFont(font);
		}
	}

	// 设置当前列的表头为粗体

	if(currentColumn >= 0 && currentColumn < m_parameterTable->columnCount()) {
		QFont font = header->font();
		font.setBold(true);

		if(m_parameterTable->horizontalHeaderItem(currentColumn)) {
			m_parameterTable->horizontalHeaderItem(currentColumn)->setFont(font);
		}
	}

	header->update();
}

void nmWxAutomaticFitting::onReverseSelection()
{
	// 更新反选逻辑，包含所有参数
	if(!m_parameterTable) {
		return;
	}

	if(!m_parameterTable->isRowHidden(0)) m_kCheckBox->setChecked(!m_kCheckBox->isChecked());
	if(!m_parameterTable->isRowHidden(1)) m_sCheckBox->setChecked(!m_sCheckBox->isChecked());
	if(!m_parameterTable->isRowHidden(2)) m_cCheckBox->setChecked(!m_cCheckBox->isChecked());
	if(!m_parameterTable->isRowHidden(3)) m_phiCheckBox->setChecked(!m_phiCheckBox->isChecked());
	if(!m_parameterTable->isRowHidden(4)) m_hCheckBox->setChecked(!m_hCheckBox->isChecked());
	if(!m_parameterTable->isRowHidden(5)) m_ctCheckBox->setChecked(!m_ctCheckBox->isChecked());
	if(!m_parameterTable->isRowHidden(6)) m_cfCheckBox->setChecked(!m_cfCheckBox->isChecked());
	if(!m_parameterTable->isRowHidden(7)) m_swiCheckBox->setChecked(!m_swiCheckBox->isChecked());
}

void nmWxAutomaticFitting::onParameterTableItemChanged(QTableWidgetItem* item)
{
	if(!item || m_updatingParameterRanges) {
		return;
	}

	// 用户改动范围后，切井和拟合结果不再自动覆盖这组手工范围。
	if(item->column() == 2 || item->column() == 4) {
		m_autoParameterRanges = false;
	}

	if(item->column() >= 2 && item->column() <= 4
	   && !m_parameterTable->isRowHidden(item->row())) {
		QString validationError;
		if(!validateParameterTable(validationError, item->row())) {
			// 表格编辑提交后立即提示，用户不需要先点击“确定”才发现错误。
			QMessageBox::warning(this, tr("Invalid parameter range"), validationError);
		}
	}
}

void nmWxAutomaticFitting::onAccept()
{
	QString validationError;
	if(!validateParameterTable(validationError)) {
		QMessageBox::warning(this, tr("Invalid parameter range"), validationError);
		return;
	}

	// 校验通过后再保存参数设置，非法输入不会被静默裁剪。
	setAutomaticFittingValue();
	// 更新完成后，通知参数界面刷新
	nmWxParameterProperty::notifyUpdateTable();

    // 获取目标井的双对数历史数据
    QString selectedWellName = m_targetWellCombo->currentText();

    if(selectedWellName.isEmpty()) {
        QMessageBox::warning(this, tr("Warning"), tr("Please select a target well!"));
        return;
    }

    nmDataAnalyzeManager* pManager = nmDataAnalyzeManager::getCurrentInstance();
    if(!pManager) {
        QMessageBox::warning(this, tr("Warning"), tr("Data manager is unavailable!"));
        return;
    }

    // 从数据管理器获取最新的井对象
    nmDataWellBase* pTargetWell = pManager->findWellByName(selectedWellName);

    if(!pTargetWell) {
        QMessageBox::warning(this, tr("Warning"), tr("Target well not found!"));
        return;
    }

	QVector<QVector<double> > targetLogLogData;
	const bool usePseudoPressure = (pManager->getSolverModelType() == SMT_Gas_VariablePvt);
	if(usePseudoPressure) {
		// 目标曲线来自当前主界面, 必须确认界面显示的井就是用户选择的拟合井.
		nmDataWellBase* pCurrentWell = pManager->getCurWellData();
		if(!pCurrentWell || pCurrentWell->getWellName() != selectedWellName) {
			QMessageBox::warning(this, tr("Warning"),
				tr("Please display the selected gas well in the main result view before fitting."));
			return;
		}

		iSubWndFitting* pFitting = nmDataAnalyzeManager::getCurrentFitting();
		iAnalRun* pAnalRun = pFitting ? pFitting->getAnalRun() : nullptr;
		// 自动拟合不依赖手动求解流程, 启动 PSO 前需要单独初始化同一拟压力转换器.
		// 传入拟合窗口自己的页面数据, 保证目标曲线和每个粒子的结果使用同一 PVT 与模式.
		if(!pAnalRun
		   || !pAnalRun->configPsAbouts(true,
		                                pFitting->getModelOption(),
		                                false,
		                                pFitting->getAllWxPtr())) {
			QMessageBox::warning(this, tr("Warning"),
				tr("Gas pseudo-pressure data is unavailable or invalid."));
			return;
		}

		QString curveError;
		if(!getMainHistoryLogLog(pFitting, targetLogLogData, curveError)) {
			QMessageBox::warning(this, tr("Warning"), curveError);
			return;
		}
	} else {
		// 油井和水井不使用拟压力, 继续读取井对象中原有的双对数历史数据.
		targetLogLogData = pTargetWell->getHistoryLogLog();
	}

	if(targetLogLogData.isEmpty() || targetLogLogData.size() < 3) {
		QMessageBox::warning(this, tr("Warning"), tr("Target well has no LogLog history data!"));
		return;
	}

	// 检查双对数数据的一致性
	if(targetLogLogData[0].size() != targetLogLogData[1].size() || 
		targetLogLogData[0].size() != targetLogLogData[2].size()) {
			QMessageBox::warning(this, tr("Warning"), tr("Target well LogLog data is inconsistent!"));
			return;
	}

	// 检查结果双对数数据
	QVector<QVector<double> > rstLogLogData = pTargetWell->getResultLogLog();

	if(rstLogLogData.isEmpty() || rstLogLogData.size() < 3) {
		QMessageBox::warning(this, tr("Warning"), tr("Target well has no LogLog result data!"));
		return;
	}

	// 检查是否有参数被选中
	bool hasSelectedParams = m_kCheckBox->isChecked() || m_sCheckBox->isChecked() ||
		m_cCheckBox->isChecked() || m_phiCheckBox->isChecked() ||
		m_hCheckBox->isChecked() ||
		m_ctCheckBox->isChecked() || m_cfCheckBox->isChecked() ||
		m_swiCheckBox->isChecked();

	if(!hasSelectedParams) {
		QMessageBox::warning(this, tr("Warning"), tr("Please select at least one parameter for optimization!"));
		return;
	}

	// 收集选中的参数名称
	QStringList selectedParameterNames;

	if(m_kCheckBox->isChecked()) selectedParameterNames << tr("Permeability");
	if(m_sCheckBox->isChecked()) selectedParameterNames << tr("Skin");
	if(m_cCheckBox->isChecked()) selectedParameterNames << tr("Wellbore storage");
	if(m_phiCheckBox->isChecked()) selectedParameterNames << tr("Porosity");
	if(m_hCheckBox->isChecked()) selectedParameterNames << tr("Thickness");
	if(m_ctCheckBox->isChecked()) selectedParameterNames << tr("Ct");
	if(m_cfCheckBox->isChecked()) selectedParameterNames << tr("Cf");
	if(m_swiCheckBox->isChecked()) selectedParameterNames << tr("Swi");

	// 启动自动拟合 - 传递双对数历史数据
	startAutoFitting(targetLogLogData, selectedParameterNames, selectedWellName);
}
void nmWxAutomaticFitting::onReject()
{
	reject();
}

void nmWxAutomaticFitting::onWellSelected(int index)
{
	// 获取选中的井名
	QString selectedWellName = m_targetWellCombo->itemText(index);

	// 在分类的井数据中查找匹配的井
	bool found = false;
	double skinValue = 0.0;
	double wellboreStorageValue = 0.0;

	// 查找垂直井
	for(int i = 0; i < m_verticalWells.size(); ++i) {
		if(m_verticalWells[i].getWellName() == selectedWellName) {
			skinValue = m_verticalWells[i].getPerforation(0)->getSkin().getValue().toDouble();
			wellboreStorageValue = m_verticalWells[i].getWellboreStorage().getValue().toDouble();
			found = true;
			break;
		}
	}

	// 查找水平井
	if (!found) {
		for(int i = 0; i < m_horizontalWells.size(); ++i) {
			if(m_horizontalWells[i].getWellName() == selectedWellName) {
				skinValue = m_horizontalWells[i].getPerforation(0)->getSkin().getValue().toDouble();
				wellboreStorageValue = m_horizontalWells[i].getWellboreStorage().getValue().toDouble();
				found = true;
				break;
			}
		}
	}

	// 查找垂直压裂井
	if (!found) {
		for(int i = 0; i < m_verticalFracturedWells.size(); ++i) {
			if(m_verticalFracturedWells[i].getWellName() == selectedWellName) {
				skinValue = m_verticalFracturedWells[i].getPerforation(0)->getSkin().getValue().toDouble();
				wellboreStorageValue = m_verticalFracturedWells[i].getWellboreStorage().getValue().toDouble();
				found = true;
				break;
			}
		}
	}

	// 查找水平压裂井
	if (!found) {
		for(int i = 0; i < m_horizontalFracturedWells.size(); ++i) {
			if(m_horizontalFracturedWells[i].getWellName() == selectedWellName) {
				skinValue = m_horizontalFracturedWells[i].getPerforation(0)->getSkin().getValue().toDouble();
				wellboreStorageValue = m_horizontalFracturedWells[i].getWellboreStorage().getValue().toDouble();
				found = true;
				break;
			}
		}
	}

	if (found) {
		// 更新表格数据
		// 确保表格项存在
		if(!m_parameterTable->item(1, 3)) {
			m_parameterTable->setItem(1, 3, new QTableWidgetItem());
		}
		if(!m_parameterTable->item(2, 3)) {
			m_parameterTable->setItem(2, 3, new QTableWidgetItem());
		}

		// 设置皮肤系数（Skin）
		m_parameterTable->item(1, 3)->setText(QString::number(skinValue));

		// 设置井筒储集系数（Wellbore storage）
		m_parameterTable->item(2, 3)->setText(QString::number(wellboreStorageValue));

		if(m_autoParameterRanges) {
			updateRangeForParameter(1, skinValue, false);
			updateRangeForParameter(2, wellboreStorageValue, false);
		}
	}
}

void nmWxAutomaticFitting::setAutomaticFittingValue()
{
	// 保存参数选择状态
	automaticFittingData.setPermeabilitySelected(m_kCheckBox->isChecked());
	automaticFittingData.setSkinSelected(m_sCheckBox->isChecked());
	automaticFittingData.setWellboreStorageSelected(m_cCheckBox->isChecked());
	automaticFittingData.setPorositySelected(m_phiCheckBox->isChecked());
	automaticFittingData.setThicknessSelected(m_hCheckBox->isChecked());
	automaticFittingData.setCtSelected(m_ctCheckBox->isChecked());
	automaticFittingData.setCfSelected(m_cfCheckBox->isChecked());
	automaticFittingData.setSwiSelected(m_swiCheckBox->isChecked());
	automaticFittingData.setSurrogateScreeningEnabled(m_surrogateCombo && m_surrogateCombo->currentIndex() == 1);

	// 保存渗透率的最小值和最大值
	automaticFittingData.getPermeabilityMin().setValue(m_parameterTable->item(0, 2)->text().toDouble());
	automaticFittingData.getPermeabilityMax().setValue(m_parameterTable->item(0, 4)->text().toDouble());

	// 保存表皮系数的最小值和最大值
	automaticFittingData.getSkinMin().setValue(m_parameterTable->item(1, 2)->text().toDouble());
	automaticFittingData.getSkinMax().setValue(m_parameterTable->item(1, 4)->text().toDouble());

	// 保存井筒储集系数的最小值和最大值
	automaticFittingData.getWellboreStorageMin().setValue(m_parameterTable->item(2, 2)->text().toDouble());
	automaticFittingData.getWellboreStorageMax().setValue(m_parameterTable->item(2, 4)->text().toDouble());

	// 保存孔隙度的最小值和最大值
	automaticFittingData.getPorosityMin().setValue(m_parameterTable->item(3, 2)->text().toDouble());
	automaticFittingData.getPorosityMax().setValue(m_parameterTable->item(3, 4)->text().toDouble());

	// 保存储层厚度的最小值和最大值
	automaticFittingData.getThicknessMin().setValue(m_parameterTable->item(4, 2)->text().toDouble());
	automaticFittingData.getThicknessMax().setValue(m_parameterTable->item(4, 4)->text().toDouble());

	// 保存综合压缩系数的最小值和最大值
	automaticFittingData.getCtMin().setValue(m_parameterTable->item(5, 2)->text().toDouble());
	automaticFittingData.getCtMax().setValue(m_parameterTable->item(5, 4)->text().toDouble());

	// 保存岩石压缩系数的最小值和最大值
	automaticFittingData.getCfMin().setValue(m_parameterTable->item(6, 2)->text().toDouble());
	automaticFittingData.getCfMax().setValue(m_parameterTable->item(6, 4)->text().toDouble());

	// 保存初始含水饱和度的最小值和最大值
	automaticFittingData.getSwiMin().setValue(m_parameterTable->item(7, 2)->text().toDouble());
	automaticFittingData.getSwiMax().setValue(m_parameterTable->item(7, 4)->text().toDouble());

	// 保存迭代参数
	automaticFittingData.getIterationCount().setValue(m_iterationEdit->text().toInt());
	automaticFittingData.getErrorTolerance().setValue(m_errorLimitEdit->text().toDouble());

	// 保存储层数据的初值
	reservoirData.getPermeability().setValue(m_parameterTable->item(0, 3)->text().toDouble());        // 渗透率
	reservoirData.getPorosity().setValue(m_parameterTable->item(3, 3)->text().toDouble());            // 孔隙度
	reservoirData.getThickness().setValue(m_parameterTable->item(4, 3)->text().toDouble());           // 储层厚度
	reservoirData.getCt().setValue(m_parameterTable->item(5, 3)->text().toDouble());                  // 综合压缩系数
	reservoirData.getCf().setValue(m_parameterTable->item(6, 3)->text().toDouble());                  // 岩石压缩系数
	reservoirData.getSwi().setValue(m_parameterTable->item(7, 3)->text().toDouble());				  // 初始含水饱和度

	// 更新储层数据（全局）
	nmDataAnalyzeManager::getCurrentInstance()->updateReservoirData(reservoirData);

	// 保存自动拟合数据
	nmDataAnalyzeManager::getCurrentInstance()->updateAutomaticFittingData(automaticFittingData);

	// 只更新目标井的参数
	QString selectedWellName = m_targetWellCombo->currentText();
	if(!selectedWellName.isEmpty()) {
		double newSkinValue = m_parameterTable->item(1, 3)->text().toDouble();
		double newWellboreStorageValue = m_parameterTable->item(2, 3)->text().toDouble();

		// 直接从数据管理器获取目标井
		nmDataAnalyzeManager* manager = nmDataAnalyzeManager::getCurrentInstance();
		nmDataWellBase* pTargetWell = manager->findWellByName(selectedWellName);

		if(pTargetWell) {
			// 更新Skin
			nmDataPerforation* perf = pTargetWell->getPerforation(0);
			if(perf) {
				nmDataAttribute skinAttr = perf->getSkin();
				skinAttr.setValue(newSkinValue);
				perf->setSkin(skinAttr);
			}

			// 更新井筒储集系数
			nmDataAttribute wellboreAttr = pTargetWell->getWellboreStorage();
			wellboreAttr.setValue(newWellboreStorageValue);
			pTargetWell->setWellboreStorage(wellboreAttr);

			// 根据井类型单独更新这一口井
			NM_WELL_MODEL wellType = pTargetWell->getWellType();

			if(wellType == NM_WELL_MODEL::Vertical_Well) {
				nmDataVerticalWell* pVerticalWell = dynamic_cast<nmDataVerticalWell*>(pTargetWell);
				if(pVerticalWell != nullptr) {
					QVector<nmDataVerticalWell> wells;
					wells.append(*pVerticalWell);
					manager->updateVerticalWells(wells);
				}
			} else if(wellType == NM_WELL_MODEL::Vertical_Fractured_Well) {
				nmDataVerticalFracturedWell* pVerticalFracturedWell = dynamic_cast<nmDataVerticalFracturedWell*>(pTargetWell);
				if(pVerticalFracturedWell != nullptr) {
					QVector<nmDataVerticalFracturedWell> wells;
					wells.append(*pVerticalFracturedWell);
					manager->updateVerticalFracturedWells(wells);
				}
			} else if(wellType == NM_WELL_MODEL::Horizontal_Fractured_Well) {
				nmDataHorizontalFracturedWell* pHorizontalFracturedWell = dynamic_cast<nmDataHorizontalFracturedWell*>(pTargetWell);
				if(pHorizontalFracturedWell != nullptr) {
					QVector<nmDataHorizontalFracturedWell> wells;
					wells.append(*pHorizontalFracturedWell);
					manager->updateHorizontalFracturedWells(wells);
				}
			}
		}
	}
}

void nmWxAutomaticFitting::startAutoFitting(const QVector<QVector<double>>& targetData, const QStringList& selectedParams, const QString& targetWellName)
{
	DEBUG_UI("=== START AUTO FITTING ===");

	// 先清理之前的实例
	cleanupFitting();

	DEBUG_UI("Creating PSO auto fitter");
	m_autoFitterPSO = new nmCalculationAutoFitPSO(this);
	m_autoFitterPSO->setTargetLogLogData(targetData);
	m_autoFitterPSO->setPSOTargetWellName(targetWellName);

		//// 特定井名时使用快速路径
		//if (targetWellName == "VerticalWell1") {

		//	m_autoFitterPSO->setSimulationMode(true);

		//	// 构建目标参数向量（按启用参数的顺序）
		//	QVector<double> targetParams;

		//	if(m_kCheckBox->isChecked()) targetParams.append(0.0033);      // 渗透率
		//	if(m_sCheckBox->isChecked()) targetParams.append(1.75);        // 表皮系数
		//	if(m_cCheckBox->isChecked()) targetParams.append(0.23);       // 井筒储集系数
		//	if(m_phiCheckBox->isChecked()) targetParams.append(0.189);    // 孔隙度

		//	double targetError = 0.02291;
		//	m_autoFitterPSO->setSimulationTargetParams(targetParams, targetError);
		//} 
		//else if (targetWellName == "W0009_1") {

		//	m_autoFitterPSO->setSimulationMode(true);

		//	// 构建目标参数向量（按启用参数的顺序）
		//	QVector<double> targetParams;

		//	if(m_kCheckBox->isChecked()) targetParams.append(0.23);      // 渗透率
		//	if(m_sCheckBox->isChecked()) targetParams.append(0.75);        // 表皮系数
		//	if(m_cCheckBox->isChecked()) targetParams.append(1.28);       // 井筒储集系数
		//	if(m_phiCheckBox->isChecked()) targetParams.append(0.1954);    // 孔隙度

		//	double targetError = 0.02036;
		//	m_autoFitterPSO->setSimulationTargetParams(targetParams, targetError);
		//}


	m_progressMonitor = new nmWxAutomaticfittingStart(this);
	m_progressMonitor->setAutoFitter(m_autoFitterPSO);
	m_progressMonitor->setPseudoPressureMode(
		nmDataAnalyzeManager::getCurrentInstance()->getSolverModelType() == SMT_Gas_VariablePvt);
	m_progressMonitor->setTargetLogLogData(targetData);

	connect(m_autoFitterPSO, SIGNAL(fittingFinished(bool, QString)),
		this, SLOT(onFittingFinished(bool, QString)));

	int maxIterations = m_iterationEdit->text().toInt();
	double targetError = m_errorLimitEdit->text().toDouble();
	QString wellName = m_targetWellCombo->currentText();
	m_progressMonitor->setFittingParameters(maxIterations, targetError, wellName);
	m_progressMonitor->setSelectedParameters(selectedParams);

	m_progressMonitor->show();
	QTimer::singleShot(100, this, SLOT(runAutoFitting()));
}

void nmWxAutomaticFitting::runAutoFitting()
{
	if (m_progressMonitor) {
		m_progressMonitor->markFittingStarted();
	}

	if(m_autoFitterPSO) {
		m_autoFitterPSO->startAutoFitting();
	}
}

void nmWxAutomaticFitting::onFittingProgress(int iteration, double fitness)
{

}

void nmWxAutomaticFitting::onFittingFinished(bool success, const QString& message)
{
	// 立即断开信号连接，防止重复调用
	if (m_autoFitterPSO) {
		disconnect(m_autoFitterPSO, SIGNAL(fittingFinished(bool, QString)),
			this, SLOT(onFittingFinished(bool, QString)));
	}
	if(success) {
		// 只有成功拟合的结果才用于生成下一轮范围，失败结果不污染当前配置。
		updateBestParametersToTable();

		QString resultInfo;

		if(m_autoFitterPSO) {
			double bestFitness = m_autoFitterPSO->getBestFitness();

			// 检查是否是用户停止的情况
			if(message.contains("stopped by user", Qt::CaseInsensitive)) {
				resultInfo = tr("PSO Optimization stopped by user:\n");
				resultInfo += tr("Best Error: %1\n").arg(bestFitness, 0, 'e', 4);
				resultInfo += tr("Current parameters have been applied to the model.");
				QMessageBox::information(this, tr("Optimization Stopped"), resultInfo);
			} else {
				resultInfo = tr("PSO Optimization completed:\n");
				resultInfo += tr("Best Error: %1\n").arg(bestFitness, 0, 'e', 4);
				resultInfo += tr("Optimized parameters have been applied to the model.");
				QMessageBox::information(this, tr("Optimization Completed"), resultInfo);
			}
		}
	} else {
		// 只有真正失败的情况才显示警告
		QMessageBox::warning(this, tr("Optimization Failed"), message);
	}
}

void nmWxAutomaticFitting::onStopFitting()
{
	if(m_autoFitterPSO && m_autoFitterPSO->isRunning()) {
		m_autoFitterPSO->stopFitting();
	}
}

void nmWxAutomaticFitting::cleanupFitting()
{
	DEBUG_UI("=== CLEANUP FITTING START ===");

	if (m_progressTimer) {
		m_progressTimer->stop();
		delete m_progressTimer;
		m_progressTimer = nullptr;
		DEBUG_UI("Progress timer cleaned up");
	}

	// 断开所有信号连接，防止后续回调
	if (m_autoFitterPSO) {
		DEBUG_UI("Stopping and disconnecting PSO fitter");

		// 断开所有信号连接
		disconnect(m_autoFitterPSO, nullptr, nullptr, nullptr);

		// 如果还在运行，停止它
		if (m_autoFitterPSO->isRunning()) {
			m_autoFitterPSO->stopFitting();

			// 等待停止完成
			int waitCount = 0;
			while (m_autoFitterPSO->isRunning() && waitCount < 50) {
				QApplication::processEvents(QEventLoop::ExcludeUserInputEvents, 100);
				waitCount++;
			}

			// 如果仍在运行则强制停止
			if (m_autoFitterPSO->isRunning()) {
				DEBUG_UI("Force stopping PSO - timeout reached");
			}
		}

		delete m_autoFitterPSO;
		m_autoFitterPSO = nullptr;
		DEBUG_UI("PSO fitter cleaned up");
	}

	// 清理进度监控
	if (m_progressMonitor) {
		// 先断开进度监控的信号连接
		disconnect(m_progressMonitor, nullptr, nullptr, nullptr);
		m_progressMonitor->hide();
		delete m_progressMonitor;
		m_progressMonitor = nullptr;
		DEBUG_UI("Progress monitor cleaned up");
	}

	if (m_progressDialog) {
		m_progressDialog->hide();
		delete m_progressDialog;
		m_progressDialog = nullptr;
		DEBUG_UI("Progress dialog cleaned up");
	}

	DEBUG_UI("=== CLEANUP FITTING END ===");
}

void nmWxAutomaticFitting::updateBestParametersToTable()
{
	QVector<double> bestSolution;

	// 获取最佳解决方案
	if (m_autoFitterPSO) {
		bestSolution = m_autoFitterPSO->getBestSolution();
	}

	if (bestSolution.isEmpty()) return;

	// 获取启用的参数索引
	QVector<int> enabledParams;
	if(m_kCheckBox->isChecked()) enabledParams.append(0);      // 渗透率
	if(m_sCheckBox->isChecked()) enabledParams.append(1);      // 表皮系数  
	if(m_cCheckBox->isChecked()) enabledParams.append(2);      // 井筒储集系数
	if(m_phiCheckBox->isChecked()) enabledParams.append(3);    // 孔隙度
	if(m_hCheckBox->isChecked()) enabledParams.append(4);      // 储层厚度
	if(m_ctCheckBox->isChecked()) enabledParams.append(5);     // 综合压缩系数
	if(m_cfCheckBox->isChecked()) enabledParams.append(6);     // 岩石压缩系数
	if(m_swiCheckBox->isChecked()) enabledParams.append(7);    // 初始含水饱和度

	// 更新参数值和范围
	for (int i = 0; i < bestSolution.size() && i < enabledParams.size(); ++i) {
		int paramIndex = enabledParams[i];
		double bestValue = bestSolution[i];
		if(!nmAutoFitUiIsFinite(bestValue)) {
			continue;
		}

		// 更新初始值
		m_parameterTable->item(paramIndex, 3)->setText(QString::number(bestValue, 'g', 4));
		// 只有自动范围模式才根据拟合结果收窄下一轮搜索区间；手工范围由用户保留。
		if(m_autoParameterRanges) {
			updateRangeForParameter(paramIndex, bestValue, true);
		}
	}

	// 保存更新
	nmDataAnalyzeManager::getCurrentInstance()->updateAutomaticFittingData(automaticFittingData);
	// 更新完成后，通知参数界面刷新
	nmWxParameterProperty::notifyUpdateTable();
}