Service scope and implementation plan
direction numberD45
Demand scenario8 items
main inputLWIR L2/L3;
Typical routeT03、T05、T04、T13、T07、T16、T20
The project scope is determined based on samples, equipment, working conditions and written indicators; general modules, special models and multi-sensor integration are configured according to the evaluation results.
Application scenarios and development content
IR353Study on temperature distribution and endpoint of freeze-drying bottles
- Minimum input and technical route
- LWIR L2/L3；T03+T05
- target output
- Bottle-level surface temperature and stage characteristics
- Implementation
- Equipment window/process calibration required
- critical acceptance
- Compare with wireless probe/product temperature
IR354Bioreactor and culture vessel temperature uniformity
- Minimum input and technical route
- LWIR L2/L3；T03+T05
- target output
- Surface temperature field and deviation
- Implementation
- Partially reusable
- critical acceptance
- Versus internal probe/environment
IR355Heat-sealable pouches, blisters and sterile packaging integrity
- Minimum input and technical route
- LWIR L2/L3；T03+T04
- target output
- Sealing Heat Marks and Defect Candidates
- Implementation
- Product verification required
- critical acceptance
- Versus dye penetration/leakage/peeling
IR356Tablets, Capsules and Powders NIR Composition/Moisture Analysis
- Minimum input and technical route
- NIR/SWIR/Hyperspectral L5;T13
- target output
- Composition/moisture regression and batch distribution
- Implementation
- Need to test the true value
- critical acceptance
- Methodology validation, external blind testing and drift
IR357Pharmaceutical Mixture Homogeneity Spectral Imaging
- Minimum input and technical route
- NIR hyperspectral L5;T13
- target output
- Ingredients Distribution and Uniformity Indicators
- Implementation
- Requires recipe truth value
- critical acceptance
- Comparison with sampling assay, spatial representativeness
IR358Cold chain pharmaceutical packaging surface temperature screening
- Minimum input and technical route
- LWIR L2/L3；T03+T07
- target output
- Packaging temperatures, trajectories and over-limit candidates
- Implementation
- Product thermal model required
- critical acceptance
- Compare to recorder/core temperature verification
IR359Joint study of surface temperature and behavior in experimental animals
- Minimum input and technical route
- LWIR L2/L3；T07+T16
- target output
- ROI Temperature, Behavioral and Timing Characteristics
- Implementation
- Requires ethical approval
- critical acceptance
- Blind annotation, environmental control, statistical performance
IR360GMP Infrared Data Integrity, Audit Trail and Model Change Management
- Minimum input and technical route
- arbitrary;T20
- target output
- Raw data, parameters, versions and audit records
- Implementation
- Quality system required
- critical acceptance
- ALCOA+ data requirements, reproducibility, permission testing
Implementation and delivery methods
- Project input confirmationCheck camera, spectral band, bit depth, SDK, environmental conditions, sample and acceptance true value.
- Sample verificationVerify key processing links, applicable conditions and abnormal working conditions, and determine the development scope and acceptance methods.
- Algorithm development and integrationImplement data parsing, algorithms, quality gating, interfaces and target platform deployment.
- Test acceptance and handoverRetest according to the agreed test set and target platform, and hand over the deliverables, test results and applicable conditions.
- Requirements and technical solutions, input and output and interface field definitions
- Algorithm library, model or SDK/API; delivery form is confirmed in the project plan
- Sample program, parameter configuration, error status and calling instructions
- Test set version, indicator definition, stratification results and failed sample records
- Target platform adaptation, resource usage and running delay records
- Version, dependencies, license, reproduction steps and applicable conditions description
Acceptance design
Each scenario establishes independent test cases according to "key acceptance". When sharing models across scenarios, results are reported separately for each scenario, distance, load, environment, and target size, supplemented by overall statistics.
When high-risk alarms or controls are involved, the algorithm output is used for review or linkage judgment; safety functions, regulatory responsibilities, and automatic disposal require separate design and acceptance.
Frequently Asked Questions for Enterprise Customers
Can I purchase directly based on one of the scenes?
Can be evaluated first as a separate work package. The formal scope should describe the device, data, target objects, environment, interfaces, delivery form, and acceptance thresholds.
Can it be started when there are no abnormal samples?
The data interface, normal baseline, acquisition plan and simulation/controlled test design can be completed first; the abnormal detection rate and fault classification effect can be evaluated after obtaining sufficient abnormal true values.
Can the algorithm directly trigger alarms or equipment actions?
Duration, deduplication, quality gating, manual review, communication failure and safety interlocking need to be designed based on business risks. High-risk actions should be activated after completion of independent safety mechanisms and on-site acceptance.