Sensorless Ripple-Count White Paper · 2026 Edition

2-Wire SensorlessCurrent Ripple Counting & Waveform Signature Matching

An evidence-based engineering guide to the 2-pin sensorless anti-trap architecture deployed on the 2021+ Ford F-150, Volkswagen Group MQB/MEB door modules and modern EVs: how the door module extracts brushed DC commutation current ripples over two conventional power wires (TI TIDA-01421 / Microchip AN3049), why adaptive bandpass filtering and index-ripple error correction (US 11,496,080 B2 / Brose US 8,310,185 B2) reject generic 2-pin aftermarket motors, and how Han Yale validates ripple signatures on real OE doors.

2-Pin Power Only (M+ / M-)Zero Hall ICs in Wet CavityCommutation Ripple DSPFord F-150 2021+ · VAG J386/J387 · BYDFMVSS 118 · ECE R21
2-WIRE SENSORLESS RIPPLE ARCHITECTURELogic in door module (DDM/PDM · J386/J387)
DOOR CONTROL MODULE (DDM / J386) Mounted in dry zone · LIN / CAN to BCM 1. H-Bridge + Precision Shunt 2. Diff Amp (55 V/V) + Adaptive BPF 3. Dynamic Threshold Comparator & RCUx = ripples × mm/ripple · load rise Pin 1: M+ Pin 2: M- WET DOOR CAVITY HANSUN 2-PinRipple Motor • Zero Hall sensors• Zero magnet ring / PCB • Tuned commutator pitch• Matched brush tension 1 Ripple = 1 Commutator Bar MOTOR CURRENT TRACE: Inrush → Clean Ripples → Obstruction Inrush 1 2 3 4 5 6 7 8 9 10 … Obstruction: load rises → reverse ≥125 mm Each ripple = one commutator segment crossed · 50 ms start-up inrush blanked

Fig. 1 · 2-wire sensorless ripple architecture and current trace. Amber/grey = power wires, green = DSP logic. Schematic, not to scale.

Quality systemIATF 16949Taiwan certified · Vietnam in progress
ValidationReal OE doorsOscilloscope ripple signature matched
Safety complianceFMVSS 118 / ECE R21Zero false bounce-back · ≥125 mm reversal
OEM applicationsF-150 2021+ · VAG · BYDHY 8810-4551 / 4561 & MQB/MEB range
01 · The 2-wire sensorless architecture

Pin count went 2 → 7 → 6 → 2, yet the 2021+ 2-pin connector hides a sensorless anti-trap system.

As documented in Han Yale's Window Regulator Technology Guide, the Ford F-150 front-door regulator illustrates the entire evolution of automotive door electronics in a single model line. While lightweighting moved the regulator from steel to aluminium, the control architecture migrated from a basic switch, to a 7-pin sensing motor, to a 6-pin dual Hall motor read by the door module, and finally on the 2021+ generation to a sensorless 2-wire motor whose commutation ripple the door module counts. Volkswagen Group (Golf VII/VIII, Passat B8, Tiguan, 2024+ Atlas rear doors) and BYD deploy the same principle on high-volume door-module platforms.

2009 – 2010 · F-150

2-Pin DC Motor

HY 8810-2351 / 2361

Steel cable regulator · Switch-controlled · No express up/down or anti-trap logic.

2011 – 2014 · F-150

7-Pin Sensing Motor

HY 8810-3171 / 3181

Steel cable regulator · Express + anti-trap · Dedicated sensing lines, no LIN transceiver.

2015 – 2020 · F-150

6-Pin Dual Hall Motor

HY 8810-3471

Aluminium cable regulator · Express + anti-trap · Door module reads quadrature Hall pulses.

2021 – Present · F-150

2-Pin Ripple-Count Motor

HY 8810-4551 / 4561

Aluminium cable regulator · Express + anti-trap · Sensorless motor, ripple DSP in DDM/PDM.

02 · Electromechanical physics of commutation ripple

How two power wires carry both high-current drive and sub-millimetre position feedback.

As detailed in Texas Instruments Reference Design TIDA-01421 (tidud30a) and Microchip Application Note AN3049, the current flowing through a brushed permanent-magnet DC motor (Iarmature) consists of a large DC load component (10–20 A in automotive window lifts) and a superimposed AC commutation ripple component (iAC) whose frequency is directly proportional to rotor speed:

Physical Mechanism 01 · Coil Shorting & Inductance Dips

1. Periodic Winding Impedance Modulation at Brush Crossings

As the armature rotates, the carbon brushes slide across discrete copper commutator segments (typically 8 or 10 bars in a window lift motor). Each time a brush bridges two adjacent commutator segments, it momentarily shorts that armature coil, producing a periodic dip and recovery in series resistance Ra(θ) and inductance La(θ):

Iarmature(t) = [ Varmature − VBEMF(θ, ω) − La(θ) · dI/dt ] / Ra(θ)
Physical Mechanism 02 · BEMF Harmonics & Stroke Equation

2. Sinusoidal Back-EMF Harmonics & Linear Position Mapping

Simultaneously, the rectified sinusoidal back-EMF (VBEMF = keω) generates one current ripple peak per commutator pole rotation across the brushes. Counting ripples (Nripple) yields exact glass travel without any sensor in the wet door cavity:

Ripple frequency: fripple = C · RPM / 60  (C = commutator bars, ~300–900 Hz)
Glass travel: x(t) = Nripple × mm-per-ripple
03 · Interactive commutation ripple & aftermarket failure lab

Oscilloscope: Han Yale signature-matched motor vs. generic 2-pin failure.

Repair shops frequently encounter a puzzling failure on 2021+ Ford F-150 or VW Golf VIII / Atlas applications: a generic 2-pin replacement motor plugs in and spins, yet one-touch auto-up drops out immediately, window initialisation fails, or the glass reverses mid-travel for no reason. Use the oscilloscope below to compare Han Yale's OE-signature-matched motor against generic aftermarket motors across temperature and comparator threshold modes.

RIPPLE AMPLITUDE & SNR1.15 A p-p (SNR: 24.5 dB)10-Bar Commutator Matched
RIPPLE COUNTER (RCU) ACCURACY1,200 / 1,200 Ripples (100%)Error: 0.0 mm Position Drift
DDM / J386 MODULE DECISIONEXPRESS-UP & RELEARN OK50 ms Inrush Blanked
FIELD SERVICE OUTCOMEZERO FALSE BOUNCE-BACKRef: HY 8810-4551 / 4561
TOP: BAND-PASS FILTERED AC RIPPLE (AMBER) | BOTTOM: COMPARATOR PULSES (GREEN)BPF f_0 = 580 Hz | Gain = 55 V/V
Comparator Threshold V_th(t) i_ripplePulses
Engineering readout

Han Yale benchmarks authentic OE commutation ripple with high-bandwidth oscilloscopes and matches commutator segment pitch, concentricity, brush spring tension and dynamic armature impedance. Every ripple cleanly crosses the comparator threshold, ensuring 100% accurate counting in the door module.

Illustrative simulator. Waveforms and readout values are examples, not measured data from a specific vehicle or motor.

04 · Door module signal chain & patented error correction

How the door module extracts clean pulses from a noisy 20 A power line.

Extracting milliamps of commutation ripple riding on top of a 19–20 A start-up inrush spike and PWM switching transients requires a dedicated analog and digital signal-processing chain inside the door module (or integrated ripple-counting motor driver ICs such as TI DRV8214 / DRV8234):

Stage 01 · TI SLLA528

In-Line Shunt & PWM Blanking

Per TI SLLA528 and TIDA-01421 (INA240-Q1), a wide common-mode (–14 V to +80 V) bidirectional current-shunt amplifier monitors motor current continuously across drive, brake and coast states, while PWM edge blanking rejects switching spikes.

Stage 02 · TIDA-01421 & CN 202450928 U

50 ms Inrush Blanking & 55 V/V Diff Stage

During the first 50 ms of start-up, inrush current surges to ~19–20 A (Patent CN 202450928 U). TIDA-01421 feeds the bandpass output into both inputs of a 55 V/V differential amplifier with a slight RC delay on one leg, cancelling the large DC inrush spike while amplifying the AC ripple around a 2.5 V bias.

Stage 03 · US 11,496,080 B2

Speed-Tracking BPF & Varying Threshold

Per US Patent 11,496,080 B2, a current differential circuit (di/dt) feeds a bandpass filter whose center frequency (f0) actively tracks rotor speed (ω), paired with a dynamic varying threshold comparator so amplitude changes under load never miss a pulse.

Stage 04 · Brose US 8,310,185 B2

Index-Ripple & Counter-EMF Error Correction

Per Brose's foundational patents US 8,310,185 B2 and US 8,354,808 B2 (and TI SLVAFO8), a motor counter-EMF model identifies a characteristic "index ripple" every revolution or semi-cycle to detect and correct missed or extra ripple counts in real time.

05 · Aftermarket engineering barrier & Han Yale waveform matching

Why generic aftermarket motors fail on Ford F-150 & VAG ripple systems.

The Generic Aftermarket Pitfall

Four reasons a standard 2-pin motor confuses the door module

As noted in EP 2,109,211 A1 and Han Yale's field diagnostics, the F-150 DDM/PDM and VAG J386/J387 door modules apply strict band-pass filtering tuned to the OE motor's exact commutation signature:

  • Commutator concentricity runout: Poor rotor machining modulates ripple amplitude across each revolution, causing troughs to drop below the comparator threshold (missed counts).
  • Brush bounce & excessive arcing: Incorrect carbon-brush composition or weak brush-spring tension generates high-frequency arcing spikes ("double ripples") that make the module over-count and stop the glass short of the header.
  • Mismatched segment count or gear ratio: Using an 8-segment commutator where the OE module expects 10 segments shifts the ripple-to-millimetre ratio by 20%, preventing normalisation from completing.
  • Armature impedance (Ra, La) drift: Alters the di/dt slope and counter-EMF model, triggering false anti-trap reversals (bounce-back).
Han Yale's Engineering Solution

Oscilloscope Waveform Signature Matching on Real OE Doors

Han Yale engineers 2-wire ripple-count motors as precision sensing transducers rather than commodity DC motors:

  1. 1.High-bandwidth OE waveform benchmarking: We capture authentic OE commutation ripple traces under real door seal loads across 3,000+ imported OE doors in Taiwan.
  2. 2.Commutator & brush signature tuning: We match commutator segment pitch, rotor concentricity, silver-graphite brush formulation, brush spring tension and dynamic armature impedance (Ra, La).
  3. 3.Thermal & voltage boundary testing: Ripple amplitude and spacing are verified across –40°C to +85°C and 9–16 V supply extremes in HANSUN Lab.
  4. 4.Genuine door-module validation: Full-travel relearn, one-touch express-up and FMVSS 118 ≤100 N anti-trap reversal are confirmed on the genuine OEM door module before launch.
Han Yale engineering insight · Software-defined windows

When false bounce-back is firmware — and when it is the motor

Once the door module owns the ripple sensing, window behaviour is governed by both motor signature and module software. Ford's 2023 Super Duty anti-trap recall (NHTSA 23V-507), TSB 25-2448 (September 2025 for 2021–2025 F-150 one-touch calibration) and Customer Satisfaction Program 26P02 (February 2026 for false bounce-back on 2025–2026 F-150 and Super Duty) were resolved with DDM/PDM software updates and re-initialisation (Han Yale Technology Guide). Always pair a signature-matched regulator with the latest module calibration.

06 · Global OEM ripple-count application matrix

Documented 2-wire sensorless ripple applications across North America, Europe & Asia.

Table 1 · Global OEM platforms deploying 2-wire sensorless ripple-count window systemsVerified via OEM service bulletins & Han Yale OE-door teardowns
OEM & platformModels & model yearsController & motor interfacePrimary OEM bulletin / statutory evidenceHan Yale reference & service reading
Ford Motor CompanyP702 / Super DutyFord F-150 (#1 NA Volume, 2021–2026+)
F-250 / F-350 Super Duty (2023+)
2-pin ripple-count motor
DSP in DDM / PDM
• NHTSA Recall 23V-507
• Ford TSB 25-2448 (18 Sept 2025)
• Ford CSP 26P02 (10 Feb 2026)
Han Yale references HY 8810-4551 / 4561; signature-matched 2-pin motor required; check DDM/PDM software per 26P02.
Ford Motor CompanyC2 Thermoplastic CarrierFord Escape (#10 NA Volume, 2020+)
Explorer / Bronco Sport
2-pin ripple-count motor
(Replaced 2013–19 6-pin Hall)
Han Yale OE-door teardown confirms injection-moulded thermoplastic carrier with 2-wire ripple motor on 2020+ Escape.Carrier-integrated regulator assembly with tuned commutation ripple signature.
Volkswagen GroupMQB / MQB Evo / MEB / MLBVW Golf VII / VIII, Passat B8, Tiguan, 2024+ Atlas / Atlas Cross Sport, Skoda Octavia, Audi A3/A4/A52-pin ripple-count motor
Door module J386 / J387
• Audi SSP 998703 (Sept 2007, 2008 A5/S5 current harmonics)
• VW Bulletin 58-24-01 (20 Mar 2024, 2024 Atlas rear doors changed from Hall to sensorless ripple)
VAG runs ripple-count door modules alongside LIN smart motors by platform/door; confirm per OE part number.
BYD & EV PlatformsZonal E/E ArchitecturesBYD Seal, Dolphin, Atto 3 & new Chinese EV architectures2-pin ripple-count motor
Driven by Zonal Door Controller
Supported by integrated ripple-counting H-bridge silicon (TI DRV8214 / DRV8234) and Bosch FPG2 2-pin sensorless drives.Requires ultra-low NVH double-guided cable kinematics and clean commutation ripple.
07 · Field diagnostics & OEM ripple normalisation procedures

Teaching the door module the new motor's ripple signature and end stops.

Ford Motor Company · F-150 (2021+) / Escape / Super Duty

Ford 2-Wire Ripple Calibration Procedure

Close the door → Turn Ignition ON → Press the window switch DOWN until the glass reaches full bottom travel and hold for 3 s → Pull the switch UP until the glass reaches the upper header and hold for 3 s → Run one express cycle to verify zero normalisation. If false bounce-back persists on 2025–2026 vehicles, verify DDM / PDM software level per Ford CSP 26P02 / TSB 25-2448 before further mechanical work.

Volkswagen Group · MQB / MEB Door Module (J386 / J387)

VAG Ripple Adaptation & Basic Setting

Ignition ON → Pull the switch UP until the glass stalls against the upper frame → Release and pull UP again for ~2 s → Lower to bottom stall → Release and hold DOWN for ~2 s. The door module stores the new motor's ripple signature and baseline friction curve in J386 / J387 memory (Basic Setting can also be executed with ODIS or VCDS).

08 · Primary engineering evidence, patents & academic papers

What the technical literature demonstrates: Brose patents, TI/Microchip designs & Kalman research.

Tier-1 & Circuit Patents · Brose & Varying Threshold

Brose US 8,310,185 B2 / US 8,354,808 B2 & US 11,496,080 B2

Brose Fahrzeugteile holds foundational ripple-evaluation patents US 8,310,185 B2 (Correction of counting errors in the evaluation of current ripples in a DC motor) and US 8,354,808 B2, using a counter-EMF motor model and an index ripple per revolution to correct counting errors. US Patent 11,496,080 B2 details a di/dt differential amplifier, speed-tracking bandpass filter (f0 ∝ ω), and varying ripple threshold comparator.

European & US Anti-Pinch Patents

EP 3,590,167 B1, EP 2,109,211 A1, US 6,906,487 B2 & CN 202450928 U

European Patent EP 3,590,167 B1 (2025) documents anti-pinch zone tracking via a Ripple Counter Unit (RCU); EP 2,109,211 A1 analyses ripple distortion from rotor eccentricity, brush seating and magnetic saturation; US 6,906,487 B2 and CN 202450928 U detail full-silicon H-bridge current wave-shape distortion and 50 ms start-up blanking.

Academic Papers · Kalman + SRMS & Derivative Anti-Pinch

MDPI Sensors Kalman + SRMS & Politecnico di Torino Thesis

MDPI Sensors (2020, 20, 4699) presents a real-time sensorless pinch-detection algorithm combining Recursive Least Squares (RLS) parameter identification, steady-state Kalman torque prediction and Sliding Root Mean Square (SRMS) dynamic thresholds; the Politecnico di Torino Master Thesis evaluates derivative-based (dI/dt, dω/dt) false-positive trade-offs under mechanical wear.

09 · Sourcing acceptance checklist & engineering FAQ

Before you source: 2-wire ripple-count checklist & common questions.

2-Wire Ripple-Count Motor Acceptance Checklist

  1. 01.Commutator bar count & gear ratio: Confirm commutator segment count and worm reduction ratio match the OE reference (never substitute a generic 2-pin DC motor).
  2. 02.Oscilloscope ripple waveform benchmark: Verify uniform ripple amplitude, concentricity and absence of brush-arcing double ripples across –40°C to +85°C.
  3. 03.Dynamic armature impedance (Ra, La): Confirm inrush spike (~19–20 A), steady-state load current and back-EMF constant (ke) match the door module's filter model.
  4. 04.Genuine door-module relearn & anti-trap: Confirm full-stroke normalisation, express auto-up and FMVSS 118 ≤100 N reversal on the actual OEM door module (DDM/PDM or J386/J387).
  5. 05.Complete mechanism matching: Pair with precision-matched rails, drum and >150 kg pull-force POM sliders to prevent friction-induced false reversals.
Can a standard 2-pin DC motor replace a 2-wire ripple-count motor?

Matching the 2-pin connector is not enough. A ripple-count application relies on the door module filtering commutation current dips over the power wires. Generic motors with non-matching commutator segment pitch, poor concentricity or brush noise cause the module to miscount, disable express auto-up and trigger false anti-trap reversals.

What if a 2025–2026 Ford F-150 still bounces back after installing a new regulator?

Check the Driver / Passenger Door Module (DDM / PDM) software level per Ford TSB 25-2448 and Customer Satisfaction Program 26P02 (February 2026). Updating the door module firmware and running the 3-second hold relearn procedure resolves software-induced false bounce-back.

Why did Volkswagen Group switch 2024 Atlas rear doors to sensorless ripple control?

As documented in VW Technical Bulletin 58-24-01 (March 2024), moving position estimation into the door module's current-ripple DSP eliminates Hall sensors, magnet rings and four sensor wires from the door harness while maintaining full one-touch and anti-trap capability.

OEM / OES / Global Aftermarket Sourcing

Need signature-matched 2-wire ripple-count regulators or motors?

Whether you need 2021+ Ford F-150 assemblies (HY 8810-4551 / 4561), Ford Escape thermoplastic carrier units, or Volkswagen Group MQB/MEB 2-pin ripple motors, send us your part-number list. Every HANSUN ripple-count SKU is oscilloscope-benchmarked and validated on the genuine vehicle door module.