Skip to content
ts-shape
downtime
Initializing search
ts-shape
Home
Getting Started
Guides
Pipelines
Module Reference
Examples
API Reference
Development
ts-shape
ts-shape
Home
Home
Concept
Migration & Deprecations
Changelog
License
Getting Started
Getting Started
Installation
Quick Start
Guides
Guides
Architecture
Architecture Map
Data Acquisition
Signal Conditioning
Feature Extraction
Pipeline
Signal Analytics
Quality Control & SPC
Production Monitoring
OEE & Plant Analytics
Product Traceability
Process Engineering
Shift Reports & KPIs
Event Log (XES & OCEL)
Event Log (XES & OCEL)
Object Detection
Labelling Standard & Taxonomy
Adapter Anatomy & Custom Adapters
Event Handling — Visual Overview
Lambda Rules
Pipelines
Pipelines
OEE Dashboard
Cycle Time Analysis
Downtime Pareto
Quality & SPC
Process Engineering
Feature-Table Pipeline
Module Reference
Module Reference
Quality
Quality
Outlier Detection
Statistical Process Control
Tolerance Deviation
Anomaly Classification
Signal Quality
Sensor Drift
Multi-Sensor Validation
Gauge R&R
Capability Trending
Production
Production
Event Detection
Event Detection
Machine State
Line Throughput
Changeover
Flow Constraints
Daily Tracking
Daily Tracking
Part Tracking
Cycle Time
Downtime
Quality Tracking
Shift Reporting
OEE & Advanced
OEE & Advanced
OEE Calculator
Alarm Management
Batch Tracking
Bottleneck Detection
Micro-Stop Detection
Duty Cycle
Traceability
Traceability
Value Traceability
Routing Traceability
Multi-Process Traceability
Setup & Operators
Setup & Operators
Setup Time (SMED)
Operator Performance
Rework Tracking
Performance & Reporting
Performance & Reporting
Performance Loss
Scrap Tracking
Target Tracking
Shift Handover
Period Summary
Engineering
Engineering
Setpoint Events
Startup Detection
Threshold Monitoring
Rate of Change
Steady State Detection
Signal Comparison
Operating Range
Warm-Up Analysis
Process Windows
Control Loop Health
Disturbance Recovery
Material Balance
Process Stability Index
Maintenance
Maintenance
Degradation Detection
Failure Prediction
Vibration Analysis
Energy
Energy
Consumption Analysis
Efficiency Tracking
Correlation
Correlation
Signal Correlation
Anomaly Correlation
Supply Chain
Supply Chain
Inventory Monitoring
Demand Patterns
Lead Time Analysis
Examples
Examples
Quality Events
Production Events
Production Tracking
Engineering Events
Maintenance Events
Energy Events
Correlation Events
Supply Chain Events
Loader Usage
Transform Operations
Statistics & Features
Cycle Extractor
Context Enricher
Statistics (Basic)
Event Log (XES & OCEL)
API Reference
API Reference
ts_shape
ts_shape
init
catalog
context
context
init
value_mapping
datasets
errors
eventlog
eventlog
init
adapters
align
archetypes
concat
flat
lambda_rules
lambda_rules
init
backtest
detector
evaluator
expression
loader
spec
model
normalizer
objects
ocel
schema
taxonomy
events
events
init
_output
correlation
correlation
init
anomaly_correlation
signal_correlation
development
development
init
critical_parameter_ranking
design_of_experiments
design_space
golden_batch
recipe_phase_adherence
energy
energy
init
carbon_intensity
consumption_analysis
efficiency_tracking
energy_performance_indicator
idle_energy_detection
engineering
engineering
init
control_loop_health
disturbance_recovery
material_balance
operating_range
process_stability_index
process_window
rate_of_change
setpoint_events
signal_comparison
startup_events
steady_state_detection
threshold_monitoring
warmup_analysis
maintenance
maintenance
init
degradation_detection
failure_prediction
vibration_analysis
production
production
init
alarm_management
batch_tracking
bottleneck_detection
changeover
continuous_process_alignment
cycle_time_tracking
downtime
downtime
Table of contents
downtime
downtime_tracking
duty_cycle
flow_constraints
flow_metrics
line_balancing
line_throughput
long_downtime_events
machine_state
micro_stop_detection
multi_process_traceability
oee_calculator
operator_performance
order_traceability
part_tracking
performance_loss
period_summary
quality_tracking
rework_tracking
routing_traceability
runtime_accounting
scrap_tracking
setup_time_tracking
shift_handover
shift_reporting
target_tracking
quality
quality
init
anomaly_classification
capability_trending
data_gap_analysis
gauge_repeatability
multi_sensor_validation
outlier_detection
sensor_drift
signal_quality
statistical_process_control
tolerance_deviation
value_distribution
supplychain
supplychain
init
demand_pattern
inventory_monitoring
lead_time_analysis
features
features
init
cross_signal
cycles
cycles
init
cycle_processor
cycles_extractor
export
pattern_recognition
segment_analysis
segment_analysis
init
profile_comparison
segment_extractor
segment_processor
time_windowed_features
stats
stats
init
boolean_stats
feature_table
numeric_stats
string_stats
timestamp_stats
time_stats
time_stats
init
time_stats_numeric
loader
loader
init
_utils
combine
combine
init
integrator
context
context
init
context_enricher
metadata
metadata
init
metadata_api_loader
metadata_db_loader
metadata_json_loader
timeseries
timeseries
init
azure_blob_energy_loader
azure_blob_loader
databricks_spark_parquet_loader
databricks_unity_energy_loader
databricks_unity_parquet_loader
energy_api_loader
parquet_loader
s3proxy_parquet_loader
timescale_loader
pipeline
transform
transform
init
calculator
calculator
init
numeric_calc
unit_conversion
filter
filter
init
boolean_filter
custom_filter
datetime_filter
numeric_filter
string_filter
functions
functions
init
lambda_func
harmonization
time_functions
time_functions
init
timestamp_converter
timezone_shift
utils
utils
init
base
Development
Development
Contributing
Development Guide
Table of contents
downtime
downtime
downtime
¤
Back to top