Scenarios

Research Scenarios

Solid-state battery laboratory · presented at the solution level

01

Solid-State Battery Electrolyte High-Throughput Preparation & Performance Testing Laboratory

Dual-route high-throughput preparation + robotic closed loop, raising the ceiling of electrolyte R&D speed

M1Dry Preparation Station

Batching → ball milling → sintering

  • Ball milling 300–650 r/min
  • Sintering 200–600℃

24x faster sample output · 80% cycle time saved

M2Wet Preparation Station

Dissolution → drying → crystallization

  • Vacuum drying 30–80℃
  • Crystallization 200–550℃

Formulation trial-and-error: 1 year → weeks

M3Pellet Pressing Station

Weighing → mold loading → pressing → demolding

  • Pressing 250–480 MPa
  • ±0.1 mg precise weighing

Unmanned pressing · consistent specifications

M4Performance Testing & Characterization Station

Sample loading → multi-dimensional characterization → data acquisition → report generation

  • XRD phase · SEM morphology · EIS ionic conductivity
  • XPS valence · particle size

Multi-channel simultaneous testing · high-frequency short cycles

Execution layer

Wheeled dual-arm AP1: inter-station transfer, loading/unloading, O&MFixed collaborative arm: in-station fine manipulation, precise assemblyVisual perception system: recognition, positioning, inline QCEnd-effector sensing: grippers, force sensors, vision cameras, encoders
02

Sulfide Solid-State Battery Cell R&D & Testing Laboratory

5 major workstations, covering the full chain from powder to pouch cell

WS1Dry Electrode

Dry mixing → calendering → hot-roll lamination

  • Line pressure 50–200 N/mm
  • Film thickness 40–150μm
  • Areal density ±2–5%
WS2Wet Electrode

Slurry preparation → coating → drying → recycling

  • Solvent recovery ≥ 90%
  • Ar glovebox O₂/H₂O < 1 ppm
WS3Assembly

Cutting → stacking (cathode/anode) → packaging → isostatic pressing

  • SE film thickness 25–40μm
  • Stacking alignment ±0.05–0.15mm
WS4Formation

Loading → charging → aging

  • Formation temperature 25–60℃
  • Current 0.05–0.1C
  • Voltage 1.8–4.3V
WS5Testing & Characterization

Loading → EIS → cycling → reporting

  • EIS 100 mHz–1 MHz
  • Cycling channels 8–64

Execution layer

Dual-line parallel · doubled sample outputUnmanned slurry mixing · continuous coatingUnmanned stacking · precise alignmentMulti-cell simultaneous formation · direct data capture64-channel simultaneous testing · 688 runs in 8 days
03

High-Throughput Laboratory

Distributed functional islands and central logistics network

Island 1Raw Material & Weighing Island

Solid powder grinding and high-precision weighing (SCARA arm + auto balance)

Island 2Synthesis & Reaction Island

Co-precipitation and hydrothermal reaction core (pH titration + reactor assembly)

Island 3Post-processing Island

Filtration, drying, calcination, sieving (SCARA + six-axis arm collaboration)

Island 4Characterization & Evaluation Island

XRD phase analysis and performance evaluation (six-axis collaborative arm auto-sampling)

Island 5Cleaning & Storage Island

Automated cleaning, drying and sorting of apparatus

Execution layer

Central logistics corridor (Spine): dedicated channel for embodied robots, QR-code / magnetic-strip navigation, pedestrian-vehicle separationCentral 3D warehouse: 200-slot vertical lift cabinets
04

High-Throughput Laboratory Co-created with a Provincial Laboratory's Electrochemistry Group

Solid mixing chamber · ball milling chamber · calcination chamber · pellet pressing chamber · electrical performance testing platform chamber

Process 1Auto Loading & Precise Weighing

Robotic arm pours raw material into the feeder, then grinds and precisely weighs per the experiment plan

Process 2Auto Ball Milling

Robotic arm seals the milling jar with the mixed material and milling beads, then places it into the ball mill

Process 3Auto Calcination

Robotic arm picks up the mixed material, coordinates with the muffle furnace's electric door opener for automated calcination

Process 4Auto Pellet Pressing

Robotic arm weighs and scans the calcined product, then presses it into molds for batch electrical performance testing

Execution layer

Providing verified and trustworthy data for materials R&D models
05

Intelligent Upgrade Solution for a New-Energy Battery Testing Laboratory

Embodied robotic cart positions itself at the instrument to complete automated testing

Test 1Porosity Measurement

Pick up → open lid → place test cylinder → tighten → close lid → start measurement

Test 2Specific Surface & Pore Size Analysis

Pick up → open lid → gripper inserts tube → rotate-lock → close lid → start measurement

Test 3Electrode Sheet Resistance Test

Pick up → grasp fixture → open lid → place in position → close lid → start measurement

Test 4pH Titration Analysis

Pick up → place beaker → dose liquid → lower test sensor → close door → start measurement

Execution layer

2 invention patents applied: an acidity-alkalinity detection device · a vibration device