Regenerative Braking Torque Control for Stop-Aware Energy Recovery

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Solution Overview

Problem

Existing regenerative braking systems in vehicles fail to efficiently quantify and correct for inefficiencies caused by driver behavior and road conditions, leading to significant energy loss.

Innovation Solution

A system utilizing sensors and a controller to determine optimal braking torque based on vehicle dynamics, speed, and proximity to a stop location, incorporating a continuously variable transmission and fuzzy logic controller to adjust gear ratios for maximum energy efficiency.

Engineering Contradictions & Design Principles

VSEngineering Contradiction Analysis

1Loss of energy

If traditional friction braking is used, then stopping reliability is ensured, but energy is lost as heat

Engineering Contradiction:
Improveenergy lossVSAvoidstopping reliability
Core Design Contradiction:
Loss of energyVSReliability

Solution Approach 1:

The patent converts the harmful effect of kinetic energy that would normally be dissipated as heat during braking into a beneficial resource by using the electric machine to generate electricity from the vehicle's motion, transforming energy loss into usable electrical energy for battery charging

Inventive Principle:
Principle #22Blessing in disguise (Convert harm into benefit)

Solution Approach 2:

The patent replaces the traditional mechanical friction braking system with an electrically-controlled regenerative braking system using an electric machine that can operate in both motor and generator modes, eliminating the need for friction-based energy dissipation

Inventive Principle:
Principle #28Mechanics substitution (Replace mechanical system)

2Loss of energy

If regenerative braking is implemented, then energy recovery is improved, but driver behavior causes inefficiency

Engineering Contradiction:
Improveenergy recovery efficiencyVSAvoiddriver behavior impact
Core Design Contradiction:
Loss of energyVSEase of operation

Solution Approach 1:

The system enables the vehicle to automatically manage its own braking energy recovery without requiring driver intervention or awareness, with the controller autonomously determining optimal braking torque based on stored map data and current vehicle conditions

Inventive Principle:
Principle #25Self-service

Solution Approach 2:

The system uses feedback from sensors monitoring vehicle speed, acceleration, and braking conditions to continuously adjust the regenerative braking torque, with the controller referencing stored map data to optimize energy recovery based on real-time vehicle state

Inventive Principle:
Principle #23Feedback

3Loss of energy

If automated control is added, then energy efficiency is maximized, but system complexity increases

Engineering Contradiction:
Improveenergy efficiencyVSAvoidcontrol system complexity
Core Design Contradiction:
Loss of energyVSDevice complexity

Solution Approach 1:

The system pre-stores optimal braking torque map data that has been calculated in advance based on vehicle characteristics and driving conditions, allowing the controller to quickly retrieve and apply optimal values without complex real-time calculations, thus maximizing energy efficiency while minimizing processing complexity

Inventive Principle:
Principle #10Preliminary action

Applied Scientific Principles

This section explains which scientific principles are used to turn an abstract innovation direction into a practical engineering solution.

Function Achieved in This Case

Significantly increases energy recovery during braking by up to 61% compared to human-driven systems, particularly in urban environments, enhancing vehicle range and reducing energy dissipation.

Implementation Method 1

The electric machine (e.g., electric motor/generator) is coupled (e.g., at least indirectly) to a wheel of the vehicle

Methodology Applied
Scientific EffectElectromagnetic induction: Electromagnetic Induction

Implementation Method 2

The torque sensor is configured to provide torque information indicative of a torque between the electric machine and the wheel

Methodology Applied
Scientific EffectTorque sensing: Torque

Implementation Method 3

The speed sensor is configured to provide speed information indicative of a speed of the electric machine or a speed of the vehicle

Methodology Applied
Scientific EffectSpeed sensing:

Data Source

PatentUS20250353378A1Automatic regenerative braking system to increase energy efficiency
Publication Date: 2025.11.20 UNIV OF SOUTH FLORIDA
  • US20250353378A1 patent drawing
  • US20250353378A1 patent drawing
  • US20250353378A1 patent drawing

AI summary

A regenerative braking system includes an electric machine coupled to a wheel of the vehicle. The system includes a distance sensor configured to provide distance information (e.g., a stop location), a torque sensor configured to provide torque information between the electric machine and the wheel, and a speed sensor configured to provide speed information indicative of a speed of the electric machine or a speed of the vehicle. A controller includes a processor and a memory storing instructions executable by the processor to: send a query to a stored map that includes energy efficiency information corresponding to the vehicle, the query including the distance and speed information; output a desired braking torque from the map based on the query and a maximum possible energy efficiency value of the stored map; and control operation of the electric machine based on the torque information and the desired braking torque.