Diagnostic Battery Management
strong position. Conversely, petroleum cannot match the battery that is clean, quiet and has an instantaneous start-up with the touch of a switch. An ICE in a mobile phone or as pace maker would be unthinkable.
With the advent of the electric vehicle, the battery is advancing into a field what was ICE territory. Similar intrusions are seen with boats and unmanned aerial vehicles (drones). Time will tell how far the battery can go in conquering new grounds, and this rests on the anticipated improvements that will be made. Isidor Buchmann, founder of Cadex and author of BatteryUniversity.com predicts that, “Every 1 percent improvement in battery performance will widen battery applications by 10 percent.”
The battery is increasingly being promoted as a green energy solution to liberate society from the dependency on fossil fuels. While this is a noble endeavor, the battery is not yet mature enough to fill this important role. Pushing the boundaries reminds us of its many limitations of being an electrochemical power source that is slow to fill, holds limited energy, runs for a time like a wind-up toy and has a relatively short life span before quitting without warning.
Capacity is the leading health indicator of a battery. It represents energy storage that governs the runtime and predicts the end of life when low. Other characteristics affecting battery health are internal resistance that limits the current, as well as self-discharge that hints to a mechanical defect when high. It is believed that elevated self-discharge is the precursor of Li-ion fires. Older nickel-based batteries also have high self-discharge but this is not known to compromise safety. The pack may only go flat overnight.
A common method to evaluate battery capacity is by coulomb counting. This goes back 250 years when Charles-Augustin de Coulomb established the Coulomb Rules. Coulomb counting provides capacity estimation by measuring in-and-outflowing energies. The readings are stored in the smart battery and correlate with capacity, but inaccuracies develop with random usage. Calibration or a deep discharge in the device with a full charge corrects the tracking error.
Batteries often include a fuel gauge to indicate the charge level. While this is useful to predict the remaining runtime, the capacity is not shown and the user will ask: “Charge of what?” The fuel gauge always shows 100 percent after a full charge, even if the capacity has faded to 50 percent. State-of-charge readings are only useful if the battery condition is known, as is the case with a personal battery. Charge does not mean “able.”
Manufacturers specify the runtime of a device with a perfect battery delivering 100 percent capacity. This condition is short-lived because of fading. Regulatory approvals are tough but once rubber stamped, officials wash their hands and pass all responsibilities to the user. Entering workforce-to-retirement requires battery diagnostics that monitors capacity loss, identifies anomalies and predicts when a battery should be replaced. These services are seldom done because suitable technologies are not readily available; nor can the battery be removed for lengthy testing.
Cadex has been studying battery health for over a decade by analyzing symptoms. This led to the development of algorithms to estimate battery capacity as part of rapid-testing. The algorithms are derived by scanning thousands of batteries at various state-of-health conditions and then developing a test procedure that takes a snapshot of the chemical battery for the purpose of evaluation.
Rapid-test developments form the building blocks for Diagnostic Battery Management. These algorithms can be integrated into battery chargers, analyzers and monitoring devices. Test results can be shown on the charger and stored in a web-based application called Battery Embassy. Each service updates the status to provide real-time supervision as part of quality control and risk management in batteries.
A database requires a reference and the serial number in a smart battery serves as embedded ID. With test data on hand, the fleet supervisor can now do budgetary queries by calling up batteries with capacities below 80 percent for replacement.
Figure 1: Cloud-based application gets battery test data from service devices
Why Diagnostic Battery Management is Needed
To assure reliability, device manufacturers often mandate battery replacement by a fixed date stamp. In order to accommodate batteries with low and high usage, a two-year replacement is commanded. While simple, operation is cost-prohibitive and burdens the environment as most batteries are replaced prematurely. A quality Li-ion battery is good for 5 years typically.
Bio-med technicians have discovered that the capacity of most batteries in medical instruments is still above 90% when the date stamp expires. Dr. Imre Gyuk, Energy Storage Program Manager of the U.S. Department of Energy, reported that “every year roughly one million usable lithium-ion batteries are sent for recycling.”
As wasteful as the two-year data stamp policy may appear, it does not solve the battery problem. A U.S. Food and Drug Administration (FDA) survey says that, “up to 50 percent of service calls in hospitals surveyed relate to battery issues.” Healthcare professionals at AAMI (Association for the Advancement of Medical Instruments) report “battery management emerged as a top 10 medical device challenge.” A battery seminar that was organized by the FDA to improve battery reliability in healthcare came up with these concerns:
Insufficient quality assurance in medical batteries
Lack of knowledge integrating batteries in medical devices
Not knowing when to replace the battery
Summary and Objective
Battery users must become better custodians of this marvelous energy source. Developing a super battery is incomplete without addressing the problems identified by the FDA and other industries. With a predicted annual growth in battery usage of 20 percent, environmental concerns must also be addressed. This is where embedded diagnostics will play an important role. The ability to utilize each pack for its full potential lowers tonnage of batteries being discarded each year. Diagnostic Battery Management also improves system reliability and lowers operational costs.
We marvel about technological advancements but are less impressed with battery diagnostics. The battery still behaves like a “black box” with a mind of its own. In the near future, battery diagnostics will be built into chargers, analyzers and monitoring devices in the form of software running in the background and providing quality control in batteries. These advancements can be made economically and with minimal price premium. Industries benefitting from these developments are public safety, healthcare, defense, automotive, logistics, transportation and mining.
References
FDA’s Antoinette Hazlett, manager of surveys, special studies, and research at the Center for Devices and Radiological Health (CDRH) Office of Surveillance and Biometrics, Division of Patient Safety Partnerships
Battery management emerged as a top 10 medical device challenges in September 2014 AAMI News Release.
Workshop to discuss battery issues in healthcare at FDA Headquarters in Silver Spring, Maryland, in April 2013
About the Author
Isidor Buchmann is the founder and CEO of Cadex Electronics Inc. For three decades, Buchmann has studied the behavior of rechargeable batteries in practical, everyday applications, has written award-winning articles including the best-selling book “Batteries in a Portable World,” now in its fourth edition. Cadex specializes in the design and manufacturing of battery chargers, analyzers and monitoring devices. For more information on batteries, visit www.batteryuniversity.com; product information is on www.cadex.com.
Last Updated: 20-Jun-2017
Batteries In A Portable World
The material on Battery University is based on the indispensable new 4th edition of "Batteries in a Portable World - A Handbook on Rechargeable Batteries for Non-Engineers" which is available for order through Amazon.com.
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Table of Contents
-
Introduction 4>
- BU-001: Sharing Battery Knowledge
- BU-002: Introduction
- BU-003: Dedication
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Crash Course on Batteries 4>
- BU-101: When Was the Battery Invented?
- BU-102: Early Innovators
- BU-103: Global Battery Markets
- BU-103a: Battery Breakthroughs: Myth or Fact?
- BU-104: Getting to Know the Battery
- BU-104a: Comparing the Battery with Other Power Sources
- BU-104b: Battery Building Blocks
- BU-104c: The Octagon Battery – What makes a Battery a Battery
- BU-105: Battery Definitions and what they mean
- BU-106: Advantages of Primary Batteries
- BU-106a: Choices of Primary Batteries
- BU-107: Comparison Table of Secondary Batteries
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Battery Types 4>
- BU-201: How does the Lead Acid Battery Work?
- BU-201a: Absorbent Glass Mat (AGM)
- BU-201b: Gel Lead Acid Battery
- BU-202: New Lead Acid Systems
- BU-203: Nickel-based Batteries
- BU-204: How do Lithium Batteries Work?
- BU-205: Types of Lithium-ion
- BU-206: Lithium-polymer: Substance or Hype?
- BU-208: Cycling Performance
- BU-209: How does a Supercapacitor Work?
- BU-210: How does the Fuel Cell Work?
- BU-210a: Why does Sodium-sulfur need to be heated
- BU-210b: How does the Flow Battery Work?
- BU-211: Alternate Battery Systems
- BU-212: Future Batteries
- BU-214: Summary Table of Lead-based Batteries
- BU-215: Summary Table of Nickel-based Batteries
- BU-216: Summary Table of Lithium-based Batteries
- BU-217: Summary Table of Alternate Batteries
- BU-218: Summary Table of Future Batteries
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Packaging and Safety 4>
- BU-301: A look at Old and New Battery Packaging
- BU-301a: Types of Battery Cells
- BU-302: Series and Parallel Battery Configurations
- BU-303: Confusion with Voltages
- BU-304: Why are Protection Circuits Needed?
- BU-304a: Safety Concerns with Li-ion
- BU-304b: Making Lithium-ion Safe
- BU-304c: Battery Safety in Public
- BU-305: Building a Lithium-ion Pack
- BU-306: What is the Function of the Separator?
- BU-307: How does Electrolyte Work?
- BU-308: Availability of Lithium
- BU-309: How does Graphite Work in Li-ion?
- BU-310: How does Cobalt Work in Li-ion?
- BU-311: Battery Raw Materials
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Charge Methods 4>
- BU-401: How do Battery Chargers Work?
- BU-401a: Fast and Ultra-fast Chargers
- BU-402: What Is C-rate?
- BU-403: Charging Lead Acid
- BU-404: What is Equalizing Charge?
- BU-405: Charging with a Power Supply
- BU-406: Battery as a Buffer
- BU-407: Charging Nickel-cadmium
- BU-408: Charging Nickel-metal-hydride
- BU-409: Charging Lithium-ion
- BU-409a: Why do Old Li-ion Batteries Take Long to Charge?
- BU-409b: Charging Lithium Iron Phosphate
- BU-410: Charging at High and Low Temperatures
- BU-411: Charging from a USB Port
- BU-412: Charging without Wires
- BU-413: Charging with Solar, Turbine
- BU-413a: How to Store Renewable Energy in a Battery
- BU-414: How do Charger Chips Work?
- BU-415: How to Charge and When to Charge?
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Discharge Methods 4>
- BU-501: Basics about Discharging
- BU-501a: Discharge Characteristics of Li-ion
- BU-502: Discharging at High and Low Temperatures
- BU-503: Determining Power Deliver by the Ragone Plot
- BU-504: How to Verify Sufficient Battery Capacity
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"Smart" Battery 4>
- BU-601: How does a Smart Battery Work?
- BU-602: How does a Battery Fuel Gauge Work?
- BU-603: How to Calibrate a “Smart” Battery
- BU-603a: Calibrating SMBus Batteries with Impedance Tracking
- BU-604: How to Process Data from a “Smart” Battery
- Testing and Calibrating Smart Batteries
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From Birth to Retirement 4>
- BU-701: How to Prime Batteries
- BU-702: How to Store Batteries
- BU-703: Health Concerns with Batteries
- BU-704: How to Transport Batteries
- BU-704a: Shipping Lithium-based Batteries by Air
- BU-704b: CAUTION & Overpack Labels
- BU-704c: Class 9 Label
- BU-704d: NFPA 704 Rating
- BU-704e: Battery for Personal and Fleet Use
- BU-705: How to Recycle Batteries
- BU-705a: Battery Recycling as a Business
- BU-706: Summary of Do's and Don'ts
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How To Prolong Battery Life 4>
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General 4>
- BU-801: Setting Battery Performance Standards
- BU-801a: How to Rate Battery Runtime
- BU-801b: How to Define Battery Life
- BU-802: What Causes Capacity Loss?
- BU-802a: How does Rising Internal Resistance affect Performance?
- BU-802b: What does Elevated Self-discharge Do?
- BU-802c: How Low can a Battery be Discharged?
- BU-803: Can Batteries Be Restored?
- BU-803a: Cell Matching and Balancing
- BU-803b: What causes Cells to Short?
- BU-803c: Loss of Electrolyte
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Lead Acid 4>
- BU-804: How to Prolong Lead-acid Batteries
- BU-804a: Corrosion, Shedding and Internal Short
- BU-804b: Sulfation and How to Prevent it
- BU-804c: Acid Stratification and Surface Charge
- BU-805: Additives to Boost Flooded Lead Acid
- BU-806: Tracking Battery Capacity and Resistance as part of Aging
- BU-806a: How Heat and Loading affect Battery Life
-
Nickel-based 4>
- BU-807: How to Restore Nickel-based Batteries
- BU-807a: Effect of Zapping
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Lithium-ion 4>
- BU-808: How to Prolong Lithium-based Batteries
- BU-808a: How to Awaken a Sleeping Li-ion
- BU-808b: What Causes Li-ion to Die?
- BU-808c: Coulombic and Energy Efficiency with the Battery
- BU-809: How to Maximize Runtime
- BU-810: What Everyone Should Know About Aftermarket Batteries
- BU-811: Assuring Minimum Operational Reserve Energy (MORE)
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Battery Testing and Monitoring 4>
- BU-901: Fundamentals in Battery Testing
- BU-901b: How to Measure the Remaining Useful Life of a Battery
- BU-902: How to Measure Internal Resistance
- BU-902a: How to Measure CCA
- BU-903: How to Measure State-of-charge
- BU-904: How to Measure Capacity
- BU-905: Testing Lead Acid Batteries
- BU-905a: Testing Starter Batteries in Vehicles
- BU-905b: Knowing when to Replace a Starter Battery
- BU-906: Testing Nickel-based Batteries
- BU-907: Testing Lithium-based Batteries
- BU-907a: Battery Rapid-test Methods
- BU-907b: Advancements in Battery Testing
- BU-907c: Cloud Analytics in Batteries
- BU-908: Battery Management System (BMS)
- BU-909: Battery Test Equipment
- BU-910: How to Repair a Battery Pack
- BU-911: How to Repair a Laptop Battery
- BU-915: Testing Battery with EIS
- BU-916: Deep Battery Diagnostics
- BU-917: In Search for Performance Transparency with Batteries
- BU-918: Battery Endurance Plan
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Amazing Value of a Battery 4>
- BU-1001: Batteries in Industries
- BU-1002: Electric Powertrain, then and now
- BU-1002a: Hybrid Electric Vehicles and the Battery
- BU-1002b: Environmental Benefit of the Electric Powertrain
- BU-1003: Electric Vehicle (EV)
- BU-1003a: Battery Aging in an Electric Vehicle (EV)
- BU-1004: Charging an Electric Vehicle
- BU-1005: Does the Fuel Cell-powered Vehicle have a Future?
- BU-1006: Cost of Mobile and Renewable Power
- BU-1007: Net Calorific Value
- BU-1008: Working towards Sustainability
- BU-1009: Battery Paradox - Afterword
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Information 4>
- BU-1101: Glossary
- BU-1102: Abbreviations
- BU-1103: Bibliography
- BU-1104: About the Author
- BU-1105: About Cadex (Sponsor)
- BU-1106: Author's Creed
- BU-1107: Disclaimer
- BU-1108: Copyright
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Learning Tools 4>
- BU-1501 Battery History
- BU-1502 Basics about Batteries
- BU-1503 How to Maintain Batteries
- BU-1504 Battery Test & Analyzing Devices
- BU-1505 Short History of Cadex
-
Battery Articles 4>
- Perception of a Battery Tester
- Green Deal
- Risk Management in Batteries
- Predictive Test Methods for Starter Batteries
- Why Mobile Phone Batteries do not last as long as an EV Battery
- Battery Rapid-test Methods
- How to Charge Li-ion with a Parasitic Load
- Ultra-fast Charging
- Assuring Safety of Lithium-ion in the Workforce
- Diagnostic Battery Management
- Tweaking the Mobile Phone Battery
- Battery Test Methods
- Battery Testing and Safety
- How to Make Battery Performance Transparent
- Battery Diagnostics On-the-fly
- Making Battery State-of-health Transparent
- Batteries will eventually die, but when and how?
- Why does Pokémon Go rob so much Battery Power?
- How to Care for the Battery
- Tesla’s iPhone Moment — How the Powerwall will Change Global Energy Use
- Painting the Battery Green by giving it a Second Life
- Charging without Wires — A Solution or Laziness
- What everyone should know about Battery Chargers
- A Look at Cell Formats and how to Build a good Battery
- Battery Breakthroughs — Myth or Fact?
- Rapid-test Methods that No Longer Work
- Shipping Lithium-based Batteries by Air
- How to make Batteries more Reliable and Longer Lasting
- What causes Lithium-ion to die?
- Safety of Lithium-ion Batteries
- Recognizing Battery Capacity as the Missing Link
- Managing Batteries for Warehouse Logistics
- Caring for your Starter Battery
- Giving Batteries a Second Life
- How to Make Batteries in Medical Devices More Reliable
- Possible Solutions for the Battery Problem on the Boeing 787
- Impedance Spectroscopy Checks Battery Capacity in 15 Seconds
- How to Improve the Battery Fuel Gauge
- Examining Loading Characteristics on Primary and Secondary Batteries
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Language Pool 4>
- BU-001: Compartir conocimiento sobre baterías
- BU-002: Introducción
- BU-003: Dedicatoria
- BU-104: Conociendo la Batería
- BU-302: Configuraciones de Baterías en Serie y Paralelo
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Batteries in a Portable World book 4>
- Change-log of “Batteries in a Portable World,” 4th edition: Chapters 1 - 3
- Change-log of “Batteries in a Portable World,” 4th edition: Chapters 4 - 10