Thermal anomalies in wellhead, Christmas tree valves and flanges
- target output
- Component temperature, abnormality and inspection records
- Implementation
- Partially reusable
- critical acceptance
- Comparison with process parameters/contact temperature
Enterprise Application Area D20
Infrared vision development services for oil and gas upstream, well sites and long-distance pipelines
Targeting equipment manufacturers, system integrators and enterprise R&D related to "upstream oil and gas, well sites and long-distance pipelines", it provides infrared data evaluation, algorithm development, equipment/platform integration and test acceptance, covering 8 types of enterprise application scenarios.
Service scope and implementation plan
direction numberD20
Demand scenario8 items
main inputLWIR L2/L3;
Typical routeT03、T04、T17、T02、T19、T14、T08、T06、T05、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
Heating furnace tubes and refractory hot spots
- Minimum input and technical route
- MWIR/LWIR L2/L3；T17
- target output
- Furnace tube/wall temperatures, hot spots and trends
- Implementation
- High temperature model required
- critical acceptance
- Compare with temperature measurement/furnace shutdown inspection
Crude oil/natural gas pipeline insulation damage and leakage heat traces
- target output
- Anomalous areas, spreads and events
- Implementation
- On-site data required
- critical acceptance
- Minimum visible anomaly, false alarm/km
Underground pipeline paths and leaky surface thermal anomaly candidates
- Minimum input and technical route
- UAV/Ground LWIR L2/L4;T14
- target output
- Thermal anomaly layer and review coordinates
- Implementation
- Required environment model
- critical acceptance
- Compare with excavation/pressure true value, positioning error
Tank level, sedimentation and insulation abnormal thermal boundaries
- target output
- Level/Deposition Candidates and Shell Hot Zones
- Implementation
- Requires working condition verification
- critical acceptance
- Compare with level gauge/tank clearing record
Correlation between wellsite torch flame existence, stability and black smoke emission
- target output
- Flame states, swings and events
- Implementation
- Dual optical data required
- critical acceptance
- Compare to process/emission records, event F1
UAV dual-light inspection of oil and gas facilities
- target output
- Assets, Thermal Anomalies, Visible Defects and GIS
- Implementation
- Need system integration
- critical acceptance
- Asset correlation rate, coverage rate, positioning error
Thermal status baseline of similar equipment in pipeline stations
- target output
- Device fleet baselines, outliers, and review checklists
- Implementation
- Partially reusable
- critical acceptance
- Working condition normalization and sorting stability
Information required before project evaluation
- Target equipment/object, site conditions, business processes and follow-up actions to be taken
- Infrared camera, lens, spectral band, installation distance, field of view, resolution and data interface
- Original samples and collection parameters under normal, abnormal, boundary and interference conditions
- Reference truth values and annotation specifications for temperatures, parts, states, or events
- Target platform, network, interface, storage, latency and operating resource constraints
- False positives, missed negatives, manual review, linkage, failure handling and acceptance thresholds
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.
Project consultation
xuzhiyang0928@gmail.com
Define the Development Scope with Samples and Device Requirements
Infrared vision development services for oil and gas upstream, well sites and long-distance pipelines
Please describe the task object, original picture or video, target indicators, device platform, interface and sample situation.
Phone: 13910119357xuzhiyang0928@gmail.com