Scientists use smartphones to measure train ride comfort
Information collected by the app would give railway companies instant feedback from passengers about their trains.


Passengers could soon be using their mobile phones to help rail companies around the globe improve the ride quality on their trains, thanks to new research.
Scientists at the University of Birmingham have developed a smartphone app that allows passengers to measure ride comfort themselves using their smartphones. Information collected by the app would give railway companies instant feedback from passengers about bumps, bangs and vibration on their trains.
The study is the first to use artificial neural networks to map data gathered from smartphones in order to evaluate ride quality. It reveals that accelerometers found in modern smartphones are good enough to be used in measuring ride comfort.
Dr. Sakdirat Kaewunruen, Senior Lecturer in Railway and Civil Engineering, said: “Making passengers feel comfortable aboard their trains is something many railway companies strive to do. With the advent of smartphones, passengers can potentially measure the ride comfort themselves.
“Our research opens the door for many opportunities, allowing passengers to provide instant feedback on the comfort of their journey and equipping railway companies with information they can use to further improve ride comfort for passengers.
“There is also potential for this technology to be used to detect track faults and indicate which sections of track are in need of maintenance, possibly saving on maintenance costs and improving the safety of the railway.”
The study was published in Frontiers in Built Environment. Researchers used a specially designed smartphone app to record vibration data from a train running on a test track, comparing the information gathered to a reference accelerometer.
Researchers discovered that the technology used in modern smartphones is more than good enough to measure ride comfort aboard trains. They noted that mobile technology develops at a high rate and future smartphones would have higher quality accelerometers than those used in the experiment.
Vibrations in trains can be caused by welding and rolling defects, rail joints, poor track alignments, and various defects or roughness in the track or wheel surfaces. The types of vibrations experienced on board trains are different from the ones experienced in road vehicles.
Adam Azzoug said: “The greatest challenge in using this type of technology is to persuade passengers themselves to implement it in their daily lives, but there are a number of ways around this issue.
“For example, rail companies might make it easier for passengers to use the app by linking it to Wi-Fi access on their trains or allowing passengers to give feedback on subjective causes of discomfort in trains such as smells and temperature.”
More Rail

FRA Announces $5.3B in Rail Investments, Including $2B for Amtrak
Funding will support grade-crossing improvements, infrastructure upgrades, and new Amtrak equipment in 23 states.
Read More →
Finding the ‘Happy Medium’: Optimizing Maintenance Without Sacrificing Reliability
The key to maintenance optimization isn’t doing less work—it’s doing the right work at the right time on the right assets.
Read More →
OKC Streetcar Makes Zero-Fare Service Permanent
Ridership increased an average of 71% compared with the same period a year earlier during the fare-free pilot.
Read More →
DART Customer Satisfaction Reaches Six-Year High
Overall satisfaction rose to 74.9%, while the agency’s Net Promoter Score reached a record 33.7.
Read More →
How DART's GoPass Is Redefining Regional Mobility
Serving 14 transit agencies, GoPass simplifies multimodal travel by allowing riders to plan, pay for, and manage an entire trip through one app.
Read More →
Amtrak Board Advances Plan to Restructure Organization, Seeks Public Input
The proposal, developed by Amtrak management and approved by the board for further consideration, is intended to modernize the organization's structure while improving accountability, operational efficiency, and customer service.
Read More →
Biz Briefs: STV teams with Amtrak, Motorcoach Operators Boost Fleet and Land Contracts, and More
From manufacturers and suppliers to transit agencies and motorcoach operators, these updates offer a snapshot of the projects, partnerships and business moves driving the industry forward.
Read More →
Metra Celebrates 100 Years of Electric Rail, Looks to the Future
The event was also a celebration of recent reforms to public transportation in the Chicago area, changes that could be as transformative in the future as the major civic achievement a century ago, said officials.
Read More →
LA Metro Marks Banner Year, Sets Ambitious Goals for New Fiscal Year
Incoming LA Metro Board Chair and Los Angeles Mayor Karen Bass joined outgoing Board Chair Fernando Dutra and LA Metro CEO Stephanie Wiggins to review accomplishments from fiscal year 2026, which included the opening of new rail extensions, advancement of major transit projects, expanded safety programs, and new rider amenities.
Read More →
DART Taps Nathaniel P. Ford Sr. as Next President/CEO
Since 2012, Ford has served as the CEO of the Jacksonville Transportation Authority
Read More →