Research & Collaboration

Driving Innovation Through
Collaborative Engineering

Sensorlines bridges the gap between academic innovation and commercial deployment in Distributed Acoustic Sensing (DAS) and Distributed Temperature Sensing (DTS). Based in Pakistan near LTE, we offer expert-guided engineering support, unique geographical test terrains, and commercialization pathways.

Our Initiatives

Active Collaboration Models

We partner with universities, global PIs, researchers, and end-clients to mature and deploy fiber-optic sensing innovations.

KEDAS

Knowledge Engine for DAS

Target: DAS Academia & Researchers

Designed for academic experts in the DAS field seeking local research data to implement AI models and accelerate high-quality, peer-reviewed publications. KEDAS establishes a basic collaboration network to save researchers time.

DAS Data Local/Cloud Drive Literature Research Papers Parser & Embeddings Vector DB Chroma/FAISS LLM Engine RAG Pipeline Context Synthesis PDF Paper Architecture: LLM-RAG Academic Co-Author Pipeline
  • Assists in writing comprehensive Review Papers and finding relevant literature using AI applied directly to local/cloud drives to prevent hallucinations.
  • Cites relevant papers and collaborates on literature-supported research validation.
  • Co-authorship model: in return for our team's literature work, we request inclusion of one Sensorlines author in the published paper.
BRIDGE

Bringing Research Innovations to Deployment through Global Engineering

Target: Lab Prototype Developers

Geared toward academic teams with lab-based prototype solutions in DAS/DTS who wish to mature, test, and deploy their products in real-world environments under professional supervision.

Lab Interrogator Prototype Tx/Rx Opto-Electronics Lab Bench Setup Field Fiber Link Singlemode Loop Mountains/Tunnels Pakistan Terrains DSP & Demod Phase Extraction Signal-to-Noise Calibration algorithms Field Ready Architecture: Research Prototype Field Test & Calibration Loop
  • Cost-effective field deployment leveraging Pakistan's diverse terrains (mountains, plains, tunnels, coastlines).
  • Significantly reduces the high labor and operational costs of early prototype testing.
  • Supervision by seasoned Sensorlines engineers to test system stability, data quality, and long-term durability.
INSPIRE

International Support for Proposal Innovation & Research Excellence

Target: Principal Investigators (PIs)

Assists academic researchers in securing global funding to mature their DAS and DTS ideas. If you are short of research funds, INSPIRE helps identify and apply to funding bodies.

Grant Database Global Grant APIs Horizon Europe NSF / National Funds Proposal Structurer Work Packages (WP) Technical Drafting Milestone Mapping Budget Engine Cost Estimations Sensorlines SLA Deployment costing Submit Ready Architecture: Proposal Engineering & Grant Matching Pipeline
  • We identify global grant opportunities and write technical drafts on your behalf (shared for review before submission).
  • Expert assistance in proposal architecture, technical specifications, and budget drafting.
  • Strengthens grant competitiveness by listing Sensorlines as an experienced deployment and engineering partner.
DISCOVER

Distributed Sensing Collaboration for Research

Target: Emerging Disciplines

Connects with researchers in other fields (e.g., structural engineering, seismology, environmental science, geology) who want to leverage fiber optic sensing but lack DAS/DTS experience.

DAS Interrogator Phase Capture Optical Ingest Continuous Tx/Rx Storage Layer HDF5 / SEGY Files Continuous Spool Terabyte/Day Buffer DSP Processor FFT / F-K Filters Feature Vectors Acoustic signatures Seis Struc Geo Architecture: High-Fidelity Signal Ingestion & Feature API Platform
  • Sensorlines deploys high-fidelity DAS and DTS systems at your research site.
  • Provides complete training facilities and tools to help your team understand optical sensing data.
  • Enables cross-disciplinary breakthroughs in seismic tracking, structural loading, and climate study.
FUSION

Fiber-optic Unified Sensing Innovation & Outreach Network

Target: Commercializing Spin-offs

A specialized pathway for university researchers and PIs ready to commercialize matured DAS/DTS products. We help commercialize and promote your solutions for end-clients within Pakistan.

IP Assessment Lab Prototype IP Patents & Code Evaluation Protocol Production Hub Located near LTE Chassis & Optical Hardware Assembly Compliance Lab IEC Standards Optical Testing Calibration & burn-in Sales Rollout Architecture: IP Industrialization & Manufacturing Pathway
  • Promotion and marketing support inside Pakistan's industrial and public sectors.
  • We actively purchase matured academic sensing products to deploy them for our end-clients.
  • Builds a strong local supply chain while helping university spin-offs establish a sustainable commercial model.
SENSCORE

Core Distributed Sensing Services

Target: Industrial & Government End-Clients

Turnkey engineering, installation, and real-time monitoring services using state-of-the-art DAS and DTS technology inside and outside Pakistan.

Interrogator Rack Narrow-Linewidth Laser Tx & Rx Pulse Modulator Armored Loop Outdoor Deployment Rayleigh / Brillouin Backscatter line Edge AI Server Pattern Classifier TPI & Leak alerts Threat Localization SCADA OPCUA Modbus Architecture: Turnkey Optical Sensing & Control Integration
  • End-to-end design: fiber optic line path selection, installation, and optical fiber loop design.
  • 24/7 continuous health monitoring, SCADA system integration, and rapid automated incident alerts.
  • Professional maintenance and technical support for pipelines, power lines, transit tunnels, and perimeters.
Partner With Us

Accelerate Your Research
& Field Maturation

Whether you have a lab prototype to test, need funding proposal support, or require commercial DAS/DTS deployment, Sensorlines is your trusted engineering partner.

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