diff --git a/AlgorithmModule/src/ImgCheckAnalysisy.cpp b/AlgorithmModule/src/ImgCheckAnalysisy.cpp
index a861ff7..9f9c88f 100644
--- a/AlgorithmModule/src/ImgCheckAnalysisy.cpp
+++ b/AlgorithmModule/src/ImgCheckAnalysisy.cpp
@@ -2313,12 +2313,19 @@ int ImgCheckAnalysisy::AI_Detect_BQ()
 
 	int submitted = 0;
 	int completed = 0;
+
+	// 资源控制：限制最大并发数和最大待处理数
+	const int MAX_CONCURRENT = 5;
+	const int MAX_PENDING = 5;
+
 	long t2 = CheckUtil::getcurTime();
 
 	while (completed < totalTasks)
 	{
-		// 提交任务
-		if (submitted < totalTasks && runner->GetProcessingCount() < 10)
+		// 提交任务：满足并发限制和待处理限制
+		if (submitted < totalTasks
+			&& runner->GetProcessingCount() < MAX_CONCURRENT
+			&& (submitted - completed) < MAX_PENDING)
 		{
 			std::shared_ptr<AIMulThreadRunBase::AITask> task = std::make_shared<AIMulThreadRunBase::AITask>();
 			task->id = submitted;
@@ -2878,12 +2885,18 @@ int ImgCheckAnalysisy::AI_Detect_QX()
 	cv::Mat shieldImg = m_pImageAllResult->AI_shieldImg;
 	cv::Mat AIresultMask = pDetAIResult->AI_MaskImg;
 
+	// 资源控制：限制最大并发数和最大待处理数，防止GPU/CPU内存压力导致推理异常
+	const int MAX_CONCURRENT = 5;  // 最大同时在推理中的任务数（降低GPU并发压力）
+	const int MAX_PENDING = 5;     // submitted - completed 最大差值（限制内存中待处理结果数）
+
 	t2 = CheckUtil::getcurTime();
 
 	while (completed < totalTasks)
 	{
-		// 如果任务还没提交完，且当前处理任务数 < 2，提交新任务
-		if (submitted < totalTasks && runner->GetProcessingCount() < 10)
+		// 如果任务还没提交完，且满足并发限制和待处理限制，提交新任务
+		if (submitted < totalTasks
+			&& runner->GetProcessingCount() < MAX_CONCURRENT
+			&& (submitted - completed) < MAX_PENDING)
 		{
 
 			std::shared_ptr<AIMulThreadRunBase::AITask> task = std::make_shared<AIMulThreadRunBase::AITask>();
@@ -2934,6 +2947,8 @@ int ImgCheckAnalysisy::AI_Detect_QX()
 					AIresult.copyTo(AIresultMask(result->roi), AIresult);
 				}
 
+				// 仅在调试模式下保存 AI_Qx_MaskList，并限制数量
+				if (DetImgInfo_shareP->bDebugsaveImg && pDetAIResult->AI_Qx_MaskList.size() < 200)
 				{
 					std::shared_ptr<ImageAllResult::AI_Det_MaskImg> temAIresult = std::make_shared<ImageAllResult::AI_Det_MaskImg>();
 					temAIresult->roi = result->roi;
@@ -3039,11 +3054,18 @@ int ImgCheckAnalysisy::AI_Detect_127Cell()
 	pDetAIResult->AI_MaskImg = cv::Mat::zeros(AI_detImage.size(), CV_8UC1);
 	cv::Mat shieldImg = m_pImageAllResult->AI_shieldImg;
 	cv::Mat AIresultMask = pDetAIResult->AI_MaskImg;
+
+	// 资源控制：限制最大并发数和最大待处理数
+	const int MAX_CONCURRENT = 5;
+	const int MAX_PENDING = 5;
+
 	t2 = CheckUtil::getcurTime();
 	while (completed < totalTasks)
 	{
-		// 如果任务还没提交完，且当前处理任务数 < 2，提交新任务
-		if (submitted < totalTasks && runner->GetProcessingCount() < 10)
+		// 如果任务还没提交完，且满足并发限制和待处理限制，提交新任务
+		if (submitted < totalTasks
+			&& runner->GetProcessingCount() < MAX_CONCURRENT
+			&& (submitted - completed) < MAX_PENDING)
 		{
 
 			std::shared_ptr<AIMulThreadRunBase::AITask> task = std::make_shared<AIMulThreadRunBase::AITask>();
@@ -3111,6 +3133,24 @@ int ImgCheckAnalysisy::AI_Detect_127Cell()
 						pDetAIResult->blobDetParam->AIMaskImgBLobQueue.push(temAIresult);
 					}
 				}
+				// AI检测残点图存图
+				if (DetImgInfo_shareP->bDebugsaveImg)
+				{
+					bool bNeedSave = false;
+					std::string roi_ext = "[" + std::to_string(result->roi.x) + "," + std::to_string(result->roi.y) + "]";
+
+					bNeedSave = true;
+
+					if (bNeedSave && !AIresult.empty())
+					{
+						std::string strSaveDir = "/home/aidlux/BOE/FOG/AI_Detect_127/" + DetImgInfo_shareP->strImgProductID + "/";
+						CheckUtil::CreateDir(strSaveDir);
+						std::string strSavePath_in = strSaveDir + m_strCurDetChannel +"_"+ roi_ext + "_"+ "in" + ".png";
+						std::string strSavePath_out = strSaveDir + m_strCurDetChannel +"_"+ roi_ext + "_"+ "out" + ".png";
+						cv::imwrite(strSavePath_in, result->input);
+						cv::imwrite(strSavePath_out, AIresult);
+					}
+				}
 			}
 			completed++;
 		}