prealarmdlg.cpp

运用神经网络证据理论数据融合等算法实现设备的故障诊断

// PreAlarmDlg.cpp : implementation file
//

#include "stdafx.h"
#include "PreAlarm.h"
#include "PreAlarmDlg.h"

#include "matrix_op.h"
#include "math.h"
#include "matlib.h"
#include "plt.h"

#ifdef _DEBUG
#define new DEBUG_NEW
#undef THIS_FILE
static char THIS_FILE[] = __FILE__;
#endif
#define PI 3.1415926

bool clf01=0;           //时域曲线标志
bool clf02=0;           //频域曲线标志
bool clf21=0;           //曲线清除标志
bool clf22=0;           //曲线清除标志	
bool clf31=0;           //曲线清除标志
bool Isrun=0;           //保存前识别标志

float W3X[1024];        //采集数据 
float W3Y[1024];        //采集数据
float W4X[1024];        //采集数据
float W4Y[1024];        //采集数据
double Pvalue[8];       //峰值参数
double Svalue[8];       //隶属度参数
double numE[100000];           //误差存储矩阵
double BPnetResult[20][8];     //BP模块传递给DS模块
int number=0;                    //需要融合的次数
double P_sample[50][8]=        //样本数据(标准的8组样本数据)
{
	{0,0,0,0,0.984615,0,0,0},
	{0,0,0,0,0.876712,0.966038,0,0},
	{0,0,0.984615,0,0,0,0,0},
	{0,0,0,0,0.926697,0.876712,0.759644,0},
	{0.692389,0.002417,0.72354,0.000248,0.911541,0.720322,0.000002,0.000001},
	{0.005377,0.007618,0.008578,0.983022,0.011904,0.000226,0.000061,0.000017},
	{0.982788,0.043768,0.009259,0.008487,0.000516,0.000078,0.000031,0.000011},
	{0,0,0,0,0,0.984615,0,0},
};        
double T_output[50][8]=         //样本数据(标准的8组样本数据)
{
	{1,0,0,0,0,0,0,0},
	{0,1,0,0,0,0,0,0},
	{0,0,1,0,0,0,0,0},
	{0,0,0,1,0,0,0,0},
	{0,0,0,0,1,0,0,0},
	{0,0,0,0,0,1,0,0},
	{0,0,0,0,0,0,1,0},
	{0,0,0,0,0,0,0,1},
};  
int p=1;

void delay_3000ms();
/////////////////////////////////////////////////////////////////////////////
// CAboutDlg dialog used for App About


class CAboutDlg : public CDialog
{
public:
	CAboutDlg();

// Dialog Data
	//{{AFX_DATA(CAboutDlg)
	enum { IDD = IDD_ABOUTBOX };
	//}}AFX_DATA

	// ClassWizard generated virtual function overrides
	//{{AFX_VIRTUAL(CAboutDlg)
	protected:
	virtual void DoDataExchange(CDataExchange* pDX);    // DDX/DDV support
	//}}AFX_VIRTUAL

// Implementation
protected:
	//{{AFX_MSG(CAboutDlg)
	//}}AFX_MSG
	DECLARE_MESSAGE_MAP()
};

CAboutDlg::CAboutDlg() : CDialog(CAboutDlg::IDD)
{
	//{{AFX_DATA_INIT(CAboutDlg)
	//}}AFX_DATA_INIT
}

void CAboutDlg::DoDataExchange(CDataExchange* pDX)
{
	CDialog::DoDataExchange(pDX);
	//{{AFX_DATA_MAP(CAboutDlg)
	//}}AFX_DATA_MAP
}

BEGIN_MESSAGE_MAP(CAboutDlg, CDialog)
	//{{AFX_MSG_MAP(CAboutDlg)
		// No message handlers
	//}}AFX_MSG_MAP
END_MESSAGE_MAP()

typedef  int (WINAPI * Func_StartCliend) (char* node);
typedef  int (WINAPI * Func_ReadItemNo)();
typedef  int (WINAPI * Func_GetItemNames)(char* sName,WORD Index);
typedef  int (WINAPI * Func_AddTag)(char* sRegName,WORD *TagId,WORD *TagDataType);
typedef  int (WINAPI * Func_WriteTag)(WORD TagId,BOOL bVal,long lVal,float fVal,char* sVal);
typedef  int (WINAPI * Func_ReadTag)(WORD TagId,BOOL *bVal,long *lVal,float *fVal,char* sVal);
typedef  int (WINAPI * Func_StopCliend)();//断开与组态王OPC的连接

Func_StartCliend     App_StartCliend;
Func_ReadItemNo      App_ReadItemNo;
Func_GetItemNames    App_GetItemNames;
Func_AddTag			 App_AddTag;
Func_WriteTag		 App_WriteTag;
Func_ReadTag		 App_ReadTag;
Func_StopCliend		 App_StopCliend;

/////////////////////////////////////////////////////////////////////////////
// CPreAlarmDlg dialog

CPreAlarmDlg::CPreAlarmDlg(CWnd* pParent /*=NULL*/)
	: CDialog(CPreAlarmDlg::IDD, pParent)
{
	//{{AFX_DATA_INIT(CPreAlarmDlg)
	m_Ew3x = 0.0f;
	m_Ew3y = 0.0f;
	m_Ew4x = 0.0f;
	m_Ew4y = 0.0f;
	m_value01 = 0.0f;
	m_value02 = 0.0f;
	m_value03 = 0.0f;
	m_value04 = 0.0f;
	m_value05 = 0.0f;
	m_value06 = 0.0f;
	m_value07 = 0.0f;
	m_value08 = 0.0f;
	m_speed = 0.0;
	m_alloweer = 0.0;
	m_eer = 0.0;
	m_result = _T("");
	m_dsselectnum = 0;
	m_dstotalnum = 0;
	m_value09 = 0.0f;
	m_value10 = 0.0f;
	m_value11 = 0.0f;
	m_value12 = 0.0f;
	m_value13 = 0.0f;
	m_value14 = 0.0f;
	m_value15 = 0.0f;
	m_value16 = 0.0f;
	m_e1 = 0.0f;
	m_e2 = 0.0f;
	//}}AFX_DATA_INIT
	// Note that LoadIcon does not require a subsequent DestroyIcon in Win32
	m_hIcon = AfxGetApp()->LoadIcon(IDR_MAINFRAME);
}

void CPreAlarmDlg::DoDataExchange(CDataExchange* pDX)
{
	CDialog::DoDataExchange(pDX);
	//{{AFX_DATA_MAP(CPreAlarmDlg)
	DDX_Control(pDX, IDC_TdataCurve, m_b18);
	DDX_Control(pDX, IDC_Subjection, m_b17);
	DDX_Control(pDX, IDC_SaveData, m_b16);
	DDX_Control(pDX, IDC_ReadData, m_b15);
	DDX_Control(pDX, IDC_FdataCurve, m_b14);
	DDX_Control(pDX, IDC_DS_Fuse, m_b13);
	DDX_Control(pDX, IDC_DS_Diagnose, m_b12);
	DDX_Control(pDX, IDC_DS_Bel, m_b11);
	DDX_Control(pDX, IDC_DisconnectKingdom, m_b10);
	DDX_Control(pDX, IDC_CurveClear, m_b9);
	DDX_Control(pDX, IDC_CpeakValue, m_b8);
	DDX_Control(pDX, IDC_ConnectKingdom, m_b7);
	DDX_Control(pDX, IDC_BP_Train, m_b6);
	DDX_Control(pDX, IDC_BP_Save, m_b5);
	DDX_Control(pDX, IDC_BP_Run, m_b4);
	DDX_Control(pDX, IDC_BP_Result, m_b3);
	DDX_Control(pDX, IDC_BP_EerPic, m_b2);
	DDX_Control(pDX, IDC_AutoRun, m_b1);
	DDX_Control(pDX, IDC_COMBO_Var, m_select);
	DDX_Control(pDX, IDC_TREE_W4Y, m_Tw4y);
	DDX_Control(pDX, IDC_TREE_W4X, m_Tw4x);
	DDX_Control(pDX, IDC_TREE_W3Y, m_Tw3y);
	DDX_Control(pDX, IDC_TREE_W3X, m_Tw3x);
	DDX_Text(pDX, IDC_EDIT_W3X, m_Ew3x);
	DDX_Text(pDX, IDC_EDIT_W3Y, m_Ew3y);
	DDX_Text(pDX, IDC_EDIT_W4X, m_Ew4x);
	DDX_Text(pDX, IDC_EDIT_W4Y, m_Ew4y);
	DDX_Text(pDX, IDC_EDIT_Value01, m_value01);
	DDX_Text(pDX, IDC_EDIT_Value02, m_value02);
	DDX_Text(pDX, IDC_EDIT_Value03, m_value03);
	DDX_Text(pDX, IDC_EDIT_Value04, m_value04);
	DDX_Text(pDX, IDC_EDIT_Value05, m_value05);
	DDX_Text(pDX, IDC_EDIT_Value06, m_value06);
	DDX_Text(pDX, IDC_EDIT_Value07, m_value07);
	DDX_Text(pDX, IDC_EDIT_Value08, m_value08);
	DDX_Text(pDX, IDC_EDIT_BPSpeed, m_speed);
	DDX_Text(pDX, IDC_EDIT_AllowEer, m_alloweer);
	DDX_Text(pDX, IDC_EDIT_BPEer, m_eer);
	DDX_Text(pDX, IDC_EDIT_Conclusion, m_result);
	DDX_Text(pDX, IDC_EDIT_DSSelectNum, m_dsselectnum);
	DDX_Text(pDX, IDC_EDIT_DSTotalNum, m_dstotalnum);
	DDX_Text(pDX, IDC_EDIT_DSValue01, m_value09);
	DDX_Text(pDX, IDC_EDIT_DSValue02, m_value10);
	DDX_Text(pDX, IDC_EDIT_DSValue03, m_value11);
	DDX_Text(pDX, IDC_EDIT_DSValue04, m_value12);
	DDX_Text(pDX, IDC_EDIT_DSValue05, m_value13);
	DDX_Text(pDX, IDC_EDIT_DSValue06, m_value14);
	DDX_Text(pDX, IDC_EDIT_DSValue07, m_value15);
	DDX_Text(pDX, IDC_EDIT_DSValue08, m_value16);
	DDX_Text(pDX, IDC_EDIT_E1, m_e1);
	DDX_Text(pDX, IDC_EDIT_E2, m_e2);
	//}}AFX_DATA_MAP
}

BEGIN_MESSAGE_MAP(CPreAlarmDlg, CDialog)
	//{{AFX_MSG_MAP(CPreAlarmDlg)
	ON_WM_SYSCOMMAND()
	ON_WM_PAINT()
	ON_WM_QUERYDRAGICON()
	ON_BN_CLICKED(IDC_ConnectKingdom, OnConnectKingdom)
	ON_BN_CLICKED(IDC_DisconnectKingdom, OnDisconnectKingdom)
	ON_BN_CLICKED(IDC_ReadData, OnReadData)
	ON_BN_CLICKED(IDC_SaveData, OnSaveData)
	ON_WM_TIMER()
	ON_BN_CLICKED(IDC_TdataCurve, OnTdataCurve)
	ON_BN_CLICKED(IDC_FdataCurve, OnFdataCurve)
	ON_BN_CLICKED(IDC_CpeakValue, OnCpeakValue)
	ON_BN_CLICKED(IDC_Subjection, OnSubjection)
	ON_BN_CLICKED(IDC_CurveClear, OnCurveClear)
	ON_BN_CLICKED(IDC_BP_Train, OnBPTrain)
	ON_BN_CLICKED(IDC_BP_EerPic, OnBPEerPic)
	ON_BN_CLICKED(IDC_BP_Run, OnBPRun)
	ON_BN_CLICKED(IDC_BP_Save, OnBPSave)
	ON_BN_CLICKED(IDC_BP_Result, OnBPResult)
	ON_BN_CLICKED(IDC_DS_Bel, OnDSBel)
	ON_BN_CLICKED(IDC_DS_Fuse, OnDSFuse)
	ON_BN_CLICKED(IDC_DS_Diagnose, OnDSDiagnose)
	ON_BN_CLICKED(IDC_AutoRun, OnAutoRun)
	//}}AFX_MSG_MAP
END_MESSAGE_MAP()

/////////////////////////////////////////////////////////////////////////////
// CPreAlarmDlg message handlers

BOOL CPreAlarmDlg::OnInitDialog()
{
	CDialog::OnInitDialog();
    CoInitialize(NULL);
	HINSTANCE hDll = LoadLibrary("kingvewcliend.dll");
	if( hDll )
	{
		 App_StartCliend = (Func_StartCliend)GetProcAddress(hDll,(LPCSTR)"StartCliend");	
		 App_ReadItemNo = (Func_ReadItemNo)GetProcAddress(hDll,(LPCSTR)"ReadItemNo");	
		 App_GetItemNames = (Func_GetItemNames)GetProcAddress(hDll,(LPCSTR)"GetItemNames");	
		 App_AddTag = (Func_AddTag)GetProcAddress(hDll,(LPCSTR)"AddTag");	
		 App_WriteTag = (Func_WriteTag)GetProcAddress(hDll,(LPCSTR)"WriteTag");	
		 App_ReadTag = (Func_ReadTag)GetProcAddress(hDll,(LPCSTR)"ReadTag");	
		 App_StopCliend = (Func_StopCliend)GetProcAddress(hDll,(LPCSTR)"StopCliend");	
	}
	m_select.AddString("1.3号轴瓦X向");
	m_select.AddString("2.3号轴瓦Y向");
	m_select.AddString("3.4号轴瓦X向");
	m_select.AddString("4.4号轴瓦Y向");

	m_alloweer=0.02;
	m_speed=0.25;

	m_dsselectnum=1;
	m_e1=(float)0.05;
	m_e2=(float)0.15;

	UpdateData(FALSE);
	// Add "About..." menu item to system menu.

	// IDM_ABOUTBOX must be in the system command range.
	ASSERT((IDM_ABOUTBOX & 0xFFF0) == IDM_ABOUTBOX);
	ASSERT(IDM_ABOUTBOX < 0xF000);

	CMenu* pSysMenu = GetSystemMenu(FALSE);
	if (pSysMenu != NULL)
	{
		CString strAboutMenu;
		strAboutMenu.LoadString(IDS_ABOUTBOX);
		if (!strAboutMenu.IsEmpty())
		{
			pSysMenu->AppendMenu(MF_SEPARATOR);
			pSysMenu->AppendMenu(MF_STRING, IDM_ABOUTBOX, strAboutMenu);
		}
	}

	// Set the icon for this dialog.  The framework does this automatically
	//  when the application's main window is not a dialog
	SetIcon(m_hIcon, TRUE);			// Set big icon
	SetIcon(m_hIcon, FALSE);		// Set small icon
	
	// TODO: Add extra initialization here
//光标 
	HCURSOR hcur=::LoadCursorFromFile("AniCur.ani"); 
	::SetClassLong(GetSafeHwnd(),GCL_HCURSOR,(LONG)hcur);
	return TRUE;  // return TRUE  unless you set the focus to a control
}

void CPreAlarmDlg::OnSysCommand(UINT nID, LPARAM lParam)
{
	if ((nID & 0xFFF0) == IDM_ABOUTBOX)
	{
		CAboutDlg dlgAbout;
		dlgAbout.DoModal();
	}
	else
	{
		CDialog::OnSysCommand(nID, lParam);
	}
}

// If you add a minimize button to your dialog, you will need the code below
//  to draw the icon.  For MFC applications using the document/view model,
//  this is automatically done for you by the framework.

void CPreAlarmDlg::OnPaint() 
{
	if (IsIconic())
	{
		CPaintDC dc(this); // device context for painting

		SendMessage(WM_ICONERASEBKGND, (WPARAM) dc.GetSafeHdc(), 0);

		// Center icon in client rectangle
		int cxIcon = GetSystemMetrics(SM_CXICON);
		int cyIcon = GetSystemMetrics(SM_CYICON);
		CRect rect;
		GetClientRect(&rect);
		int x = (rect.Width() - cxIcon + 1) / 2;
		int y = (rect.Height() - cyIcon + 1) / 2;

		// Draw the icon
		dc.DrawIcon(x, y, m_hIcon);
	}
	else
	{
		CDialog::OnPaint();
	}
}

// The system calls this to obtain the cursor to display while the user drags
//  the minimized window.
HCURSOR CPreAlarmDlg::OnQueryDragIcon()
{
	return (HCURSOR) m_hIcon;
}
////////////////////////////////////////////////////////////////////////////////////////////////
//控制面板基本函数
void CPreAlarmDlg::OnConnectKingdom() 
{
	// TODO: Add your control notification handler code here
	int result =App_StartCliend(NULL);
}

void CPreAlarmDlg::OnDisconnectKingdom() 
{
	// TODO: Add your control notification handler code here
	int result=App_StopCliend();
}

void CPreAlarmDlg::OnReadData() 
{
	// TODO: Add your control notification handler code here

	App_AddTag("W3X.Value",&m_ReadID_w3x,&m_DataType_w3x);
	App_AddTag("W3Y.Value",&m_ReadID_w3y,&m_DataType_w3y);
	App_AddTag("W4X.Value",&m_ReadID_w4x,&m_DataType_w4x);
	App_AddTag("W4Y.Value",&m_ReadID_w4y,&m_DataType_w4y);