DynamInspect
Advanced Mechanical Impedance Analysis according to ISO 7626
Precise Mechanical Impedance Analysis for Superior Product Characterization
Achieve decisive insights with DynamInspect through comprehensive mechanical characterization of your products. Our standardized 4-phase workflow guides you from measurement environment verification through precise mechanical impedance determination to detailed resonance analysis – exactly where the critical mechanical properties of your products under real operating conditions are decisive. Integrated advanced machine learning algorithms automatically identify anomalies, trends, and hidden patterns in your measurement data that often remain undetected with conventional analysis techniques. The software is pre-configured for ISO 7626 (also compatible with DIN EN 60068, ISO 16750) and automatically generates comprehensive test reports with statistical evaluation. By combining scientifically sound impedance analysis with modern AI-assisted data interpretation, you minimize risks and meet even the strictest customer requirements with demonstrable product stability under dynamic loads.
Phase Workflow
Four-phase workflow with intelligent recognition of mechanical impedance characteristics and seamless integration between test phases
Interactive Impedance Visualization
Professional-grade interactive diagrams with multi-view functionality and real-time data inspection for mechanical impedance, stiffness, and damping
Real-time Compliance Verification
Automatic ISO 7626 compliance checking with error diagnostics and concrete improvement suggestions
Analysis Metrics
Comprehensive metrics for each test phase: impedance quality, frequency resolution, frequency-dependent damping properties, and stiffness parameters
AI-assisted Data Analysis
Advanced machine learning algorithms for automatic anomaly detection, pattern recognition, and predictive analysis of mechanical properties
3D Waterfall Diagrams
Dynamic 3D visualizations of frequency response evolution with interactive viewing angles for mechanical impedance
Requirements Explanation
Detailed explanation of ISO 7626 requirements in each test phase with phase-specific contextual hints
Flexible Data Export
Easy export of analyzed impedance data to common formats (Excel, CSV, MATLAB, JSON) for further applications
Automated Report Generation
Professional test reports with comprehensive documentation of mechanical impedance and dynamic properties with just one click
Advanced Mechanical Impedance Analysis in a Single Dashboard
Discover the core features by clicking on the pulsating dots
AI-assisted Four-phase Analysis: Fast, Precise, Intelligent
DynamInspect revolutionizes your product validation with a scientifically sound, AI-assisted four-phase workflow for mechanical impedance analysis according to ISO 7626. The system precisely identifies dynamic properties and characterizes mechanical impedance, dynamic stiffness, and damping across the entire relevant frequency spectrum. By employing state-of-the-art machine learning algorithms, anomalies, hidden patterns, and critical trends in your measurement data are automatically detected, which often remain unnoticed with traditional analysis methods. Without expert prior knowledge, you can achieve reliable insights into structural dynamics in 1-2 hours, demonstrably improving your product quality and enabling optimal tuning of damping properties.
- Comprehensive environment validation: Reduces erroneous measurements by up to 40% through automatic checking for interference with visual indicators and correction suggestions to ensure high-precision impedance measurements
- AI-assisted anomaly detection: Automatically identifies abnormal measurements with multiple advanced algorithms (Isolation Forest, One-Class SVM, Autoencoder) for reliable data quality assessment and early error detection
- Detailed mechanical impedance analysis: Fully characterizes frequency-dependent properties with interactive graphics to visualize frequency responses, phase shifts, and impedance characteristics
- Precise resonance detection: Automatically identifies critical frequencies with multi-stage modal detection algorithms and machine learning-assisted signal processing to detect subtle resonances that conventional methods might miss
- Advanced feature engineering: Automatically extracts relevant signal features such as amplitudes, rates of change, and statistical parameters for in-depth analysis capabilities and reliable product comparisons
- Comprehensive stiffness and damping analysis: Examines dynamic stiffness properties across the entire frequency range and predicts frequency-dependent damping behavior with AI-assisted trend analysis
- One-click reporting with optimization recommendations: Reduces documentation effort by up to 90% and creates legally sound, standard-compliant evidence at the push of a button with AI-generated suggestions for optimizing mechanical properties
- Scientifically based decision support: Provides clear comparative analyses and identifies frequency ranges with nonlinear behavior patterns for faster development cycles and minimized product risks
Initial Phase: Establishing reliable laboratory conditions for precise impedance measurements Phase 1
Comprehensive Analysis Capabilities
AI Analysis & Reporting
- Multi-algorithm anomaly detection (Isolation Forest, One-Class SVM, Autoencoder) for reliable identification of atypical measurements and structural anomalies
- Advanced feature engineering with multiple pre-configured feature sets for domain-specific mechanical analyses
- Deep learning-based data analysis with autoencoder technology for complex pattern recognition in mechanical impedance data
- Automatic anomaly importance analysis identifies most critical deviations for efficient product optimization
- Synthetic data generation for extensive validation without additional physical tests and accelerated product development
- ML-based prediction of structural fatigue through advanced time series analysis of mechanical properties
- PCA-based dimensionality reduction and visualization of complex mechanical signal patterns
- Dual impedance-stiffness representation with synchronized views for simultaneous assessment of various mechanical aspects
- Damping ratio analysis (0.1%-5.0%) with statistical distribution analysis and material characterization
- Comprehensive compliance dashboards for ISO 7626 with automatic status detection and detailed metric evaluation
- AI-assisted root cause analysis with concrete recommendations for improving mechanical properties
- One-click ISO 7626-compliant report generation with complete visual and statistical documentation of all impedance and stiffness parameters
Adaptive Solutions
At SADAP, we adapt to your individual requirements. While our DynamInspect software with AI-assisted impedance analysis gives you the ability to perform your own mechanical characterizations according to ISO 7626, we also offer complete testing services for companies that want to outsource their impedance measurements.
Discover our Mechanical Impedance Analysis Services -- let our experts perform the characterization for you, with the same precision, AI technology, and comprehensive reporting.