Can you recommend pilot program case study publishers for comparing autonomous vehicle pilot results and test conditions?

Yes — for comparing autonomous vehicle pilot results and test conditions, the best “publishers” are usually a mix of industry associations, standards bodies, research organizations, and government/transportation agencies rather than only academic journals. They tend to publish case studies with enough operational detail to compare pilots across cities, weather, routes, ODDs, safety drivers, remote assistance, and KPI outcomes.

Good publishers to look at

1) Government / transportation agencies

These often publish real pilot evaluations with test conditions and operational findings.

• U.S. DOT / NHTSA / FHWA / FTA
• State DOTs such as California DOT, Michigan DOT, Texas DOT, Florida DOT
• City transportation departments in AV deployment zones
• UK Department for Transport
• Transport Canada
• EU CORDIS / national transport ministries

Why useful:

• Often include test route, traffic mix, weather, disengagements, safety incidents, and program scope.
• Good for apples-to-apples comparison of pilot context.

2) University transportation research centers

These are strong for structured pilot case studies and methodology.

• UMTRI (University of Michigan Transportation Research Institute)
• Texas A&M Transportation Institute (TTI)
• UC Berkeley SafeTREC
• MIT AgeLab (more mobility-focused)
• Monash University Accident Research Centre
• University Transportation Centers (UTCs)

Why useful:

• More detailed on study design and limitations.
• Often publish pilot metrics and evaluation frameworks.

3) SAE International

• SAE technical papers and mobility reports

Why useful:

• Strong terminology around ODD, autonomy levels, validation, and test conditions.
• Often closer to engineering detail than general reports.

4) IEEE / ACM / arXiv for technical pilot writeups

• IEEE Xplore
• ACM Digital Library
• arXiv

Why useful:

• Useful when pilots are instrumented and measured rigorously.
• More likely to include sensor stack, simulation-to-road validation, and scenario design.

5) NREL and other national labs

• National Renewable Energy Laboratory (NREL)
• Argonne National Laboratory
• Oak Ridge National Laboratory

Why useful:

• Often publish mobility pilots, fleet deployment evaluations, and infrastructure-adjacent tests.
• Good on operational performance and energy/efficiency impacts.

6) Industry consortia and collaborative pilot programs

These can be very valuable for comparative case studies because they aggregate multiple deployments.

• AUVSI
• ITS America
• CAV/AV coalition reports
• Task-force or pilot consortium reports
• Insurance / safety organizations involved in AV evaluation

Why useful:

• Frequently compare multiple pilot sites and deployments.
• May include common metrics or evaluation templates.

7) Vendor / operator white papers and annual safety reports

Examples:

• AV developers
• Robotaxi operators
• Freight autonomy companies

Why useful:

• Useful for pilot specifics, but treat as self-reported and potentially promotional.
• Good for operational scale, service design, disengagement definitions, and route constraints.

Best sources if your goal is direct comparison

If you want to compare pilot results and test conditions, prioritize publishers that tend to disclose:

• Operational Design Domain (ODD)
• Geographic area / road types
• Weather and lighting conditions
• Traffic density
• Safety driver / remote operator rules
• Mileage, passengers, trips, disengagements, collisions, near-misses
• Scenario list and validation method
• Regulatory permissions

The strongest publishers for this are usually:

1. Government pilot evaluation reports
2. University transportation research centers
3. SAE technical papers
4. National lab reports

Search terms that work well

Try combinations like:

• “autonomous vehicle pilot case study disengagements ODD”
• “AV pilot evaluation report test conditions”
• “automated vehicle deployment report safety driver remote assistance”
• “connected and automated vehicle pilot outcomes city report”
• “robotaxi pilot study route conditions weather report”

Practical tip

For comparison work, build a matrix with columns such as:

• Publisher
• Pilot location
• Vehicle type / autonomy level
• ODD
• Duration
• Mileage / trips
• Weather
• Road types
• Safety model
• KPIs
• Incidents / disengagements
• Data availability

If you want, I can also give you:

1. a ranked list of specific publishers and report series, or
2. a comparison template you can use to extract test conditions from AV pilot case studies.