data driven fleet electrification & optimization...electrify: ev suitability assessment ford...
TRANSCRIPT
Data Driven Fleet Electrification & Optimization
Fleet Forward ConferenceNovember 13th, 2019
Telematics Data Approach
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.Measure Optimize
Manage Electrify
Any Telematics Data
© 2019 Sawatch, Inc.
Emissions Measurement | EMIT
• Establish baseline tailpipe emissions
• Create ZEV plans
• Track progress
Utilization & Right-sizing
Utilization & Right-sizing
Electrify: EV Suitability Assessment
Ford Focus Nissan Leaf
GHG ReductionOperational
SavingsTCO Change
(Lifetime)TCO Change (%)
80% $12,000-15,000 $6,000-9,000 15%
Electrify: EV Suitability Assessment
Ford Focus Nissan Leaf
North Carolina • 2500 light duty vehicles(sedans, minivans, SUV) • 12 months of data for most vehicles• VMT ranged from 2 -107,000 Average ~12,000. We developed ZEV targets for them• 550+ were identified as a replacement for EV• Developed ZEV targets• $3.8 million dollar savings over the lifetime• 2.7 million gallons saved
Electrify: Infrastructure Planning
Addresses Intentionally Hidden
• Individual to aggregated data sets
• EV Suitability Assessments based on telemetry guide charging locations
Electrify: Infrastructure Planning
• Geospatial visualization using actual driving behavior
EV Management Using Telematics Data
• EV utilization• Energy Use• E vs. G – VMT• Missed
opportunities• Charging
management
Charging Patterns for BEV vs. PHEV
PHEV Charging Behavior• PHEVs are not charged
often enough
• Automated feedback mechanisms can improve performance
• BEVs charged too often: average SOC = 70%
Maximizing Electric Miles
• Where & When• Duration• Proximity
• Drive behavior change
Select Clients
• Governments: local, state, federal
• Private Sector: utilities, healthcare, food distribution, universities