Life-cycle assessments are ways to gauge the impact of any product or process. What is the cost of a system over a defined period of time? Life-cycle assessments are really important as we consider the transition to renewable energy sources, especially as we share insights into a zero emissions future with newbies or cynics.
Life-cycle assessments provide an exhaustive overview of the upstream (material sourcing and delivery) and downstream (product distribution, use, and disposal) impacts associated with any given system. Originally designed to focus on environmental impacts by scientists, they now have been extended to examine social and economic impacts, sometimes called life-cycle costing, by policymakers and decision-makers. The most comprehensive evaluations begin with the extraction of raw material; move to the various steps of production, implementation, and operation; and extend all the way to the energy use of carriers to perform work.
Life-cycle analysis considers both upfront cost of production and incremental costs of operation and depreciation. As a data-intensive methodology, it incorporates all inputs and outputs, requires detailed information, and is organized into databases known as life-cycle inventories.
What Do the Scientists Say about Energy Resources & their Life-Cycle Assessments?
Executive summaries from a variety of scientific white papers can offer us life cycle insights into different energy sources. Here are a few to peruse.
Active Transportation:Life-cycle analysis provides a comprehensive view of the environmental impact of transportation infrastructure due to processes involving construction, operation, and maintenance.
Airplanes show the highest GHG emissions — 3 times that of cars and 6 times that of buses.
Cars or buses show higher GHG emissions when considering life-cycle impacts than the results without the life-cycle impacts because the GHG impact of manufacturing and operating automobiles and buses could be greater than that of other modes.
Walking does not require any tools, so its life-cycle impact is minimal compared to other modes.
The GHG impact of producing and maintaining bicycles is much smaller than that of automobiles or public transportation vehicles.
On balance, active transportation modes produce far less emissions than other modes even after taking into account all the life-cycle impacts.
Biomass: Co-firing biomass as a means of GHG abatement becomes economically competitive with traditional carbon capture and sequestration only after an incentive is in place to mitigate emissions.
The point at which co-firing becomes an attractive option depends on the potential value of CO2, the level of an emissions penalty, and the type of plant.
The break-even value would either represent the amount required on the sale of the captured CO2 in the capture cases, or a benefit received for the use of biomass as a fuel source in the non-capture cases, when compared to the economics of a supercritical (SC) PC plant without capture or co-firing.
This value would need to be reached before incentivizing either CO2 capture or biomass co-firing. The emissions penalty would be the minimum value required to encourage the use of capture technology or abatement using biomass.
Hydropower: The assessment considers various ecological influence groups which could be generally categorized as — global warming, ozone formation, acidification, eutrophication, ecotoxicity, human toxicity, water consumption, stratospheric ozone depletion, ionizing radiation, and land use.
Though water itself is not lethal, the electricity production process involves many stages, which creates environmental issues.
Furthermore, the transportation medium of these elements to the plant location releases hazardous particles i.e., carbon monoxide, dust, and carcinogenic particles.
Among the key impact groups, the whole outcomes show that a substantial ecological influence occurred at non-alpine region plants over alpine region plants. The reason behind this is that the long distance transportation of raw materials in non-alpine region hydropower plants due to unavailability at nearby locations where raw materials of the alpine based plants is available at nearby locations.
The maximum impact is occurred at fine particulate matter formation impact category due to freshwater eutrophication category by both types of hydropower plants. The reason behind these impacts is the amount of toxic materials present as constituent of plant structure and its electricity production steps.
Natural Gas: This analysis takes into account a wide range of performance variability across different assumptions of climate impact timing.
Natural gas-fired baseload power production has life cycle greenhouse gas (GHG) emissions 35% to 66 % lower than those for coal-fired baseload electricity.
The lower emissions for natural gas are primarily due to the differences in average power plant efficiencies (46% efficiency for the natural gas power fleet versus 33% for the coal power fleet) and a higher carbon content per unit of energy for coal in comparison to natural gas.
Natural gas-fired electricity has 57% lower GHG emissions than coal per delivered megawatt-hour (MWh) using current technology when compared with a 100-year global warming potential (GWP) using unconventional natural gas from tight gas, shale, and coal beds.
Petroleum: Petroleum is produced from crude oil, a complex mixture of hydrocarbons, various organic compounds, and associated impurities.
The crude product exists as deposits in the earth’s crust, and the composition varies by geographic location and deposit formation contributors. Its physical consistency varies from a free flowing liquid to nearly solid. Crude oil is extracted from geological deposits by a number of different techniques.
When comparing transportation GHG emissions, both the tailpipe or tank-to-wheel (TTW) emissions, and the upstream or well-to-tank (WTT) emissions are considered in the full well to wheel (WTW) life cycle.
Extracting, transporting, and refining crude oil and bio-based alternatives on average account for approximately 20-30% of well-to-wheels (WTW) greenhouse gas (GHG) emissions with the majority of emissions generated during end use combustion in the vehicle phase (TTW).
GHG emissions in the generic cases range from ≈105 to 120 g of CO2/MJ [gasoline basis, full fuel cycle, lower heating value (LHV) basis] when co-produced electricity displaces natural-gas-fired combined-cycle electricity.
The carbon intensity varies with the energy demand of TEOR, the fuel combusted for steam generation, the amount of electric power co-generated, and the electricity mix. The emission range for co-generation-based TEOR systems is larger (≈70−120 g of CO2/MJ) when coal is displaced from the electricity grid (low) or coal is used for steam generation (high). The emission range for the California-specific cases is similar to that for the generic cases.
Solar: Life-cycle assessment is now a standardized tool to evaluate the environmental impact of photovoltaic technologies from the cradle to the grave.
The carbon footprint emission from PV systems was found to be in the range of 14–73 g CO2-eq/kWh, which is 10 to 53 orders of magnitude lower than emission reported from the burning of oil (742 g CO2-eq/kWh from oil).
Negative environmental impacts of PV systems could be substantially mitigated using optimized design, development of novel materials, minimize the use of hazardous materials, recycling whenever possible, and careful site selection. Such mitigation actions will reduce the emissions of GHG to the environment, decrease the accumulation of solid wastes, and preserve valuable water resources.
Following a report published by the International Renewable Energy Agency (IRENA), the volume of PV panel waste could globally yield a value of up to 60–78 million tons by 2050. Recycling solar cell materials can also contribute up to a 42% reduction in GHG emissions.
Wind: Wind power presents minimal emissions and environmental impacts during the working phase, being considered as a “cleaner” generation source. But not all stages of wind power are so efficient.
The extraction of raw materials, manufacturing, and transportation as part of wind power construction have significant emissions of CO2 and environmental impacts.
Not only will improvements in logistics, transportation, a mixed electricity supplement, and a more efficient equipment production reduce CO2 emissions from wind power construction, new basic materials and innovative built techniques may decrease CO2 emissions and energy demand.
Decommissioning stage may present a reduction of the energy consumption and CO2 emissions through reusing equipment, recycling critical materials in the end of life cycle, reducing the extraction of raw materials and the total consumption of resources.
Such changes may create unexpected fluctuations in the market, such as shortages of supplies and dependence on exporters.
Of course, there are many other types of energy sources and other data analyses to consult to consider life cycle assessments. For more ideas, try Life Cycle Analysis of Energy for a good starting point.
Is it just me, or do too many new vehicles look about the same? Hyundai believes it’s time to end a popular trend that nearly every EV has nowadays.
Hyundai looks past the LED lightbar for new EV design
The LED light bar has been around for a while. In the early 2000’s Xenon headlights were the hit trend, offering much brighter light while consuming less energy.
Although it was initially mainly found on luxury vehicles, Hyundai was one of the first to jump on the trend, working to make it more widely available at a lower cost.
Over the past few years, the trend has evolved into a thin LED light strip stretched across the front and sometimes the rear of the vehicle.
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Since most brands are slapping it on electric vehicles, it’s become almost a status symbol of the EV movement. In early 2023, Hyundai revealed the new “EV-derived, futuristic” design for the Kona Electric, placing a heavy emphasis on the front LED lightbar.
Hyundai Kona Electric N Line (Source: Hyundai)
Nowadays, nearly every vehicle, EV or gas-powered, has the popular design feature. Even Tesla hopped on the trend with the new Model Y, Model 3, and Cybertruck.
According to Hyundai’s design boss, Simon Loasby, LED lightbars are “almost at the end of their journey.” After unveiling the new Concept Three at the Munich Motor Show last week, Loasby explained to Car Magazine on the sidelines, “When is the time you need to let go [of light bars], it’s almost like the end of that.”
The 2026 Hyundai Sonata Hybrid Limited with an LED lightbar (Source: Hyundai)
Although Hyundai recently added the lightbar to the Grandeur, Kona, and Sonata, Loasby said he’s “seen enough.”
“It worked at the time, and it was absolutely right, the Grandeur was the first car with a one-piece structure. The biggest thing is the cost level, you just can’t afford to do it and some customers don’t need it,” Hyundai’s design chief explained.
Hyundai IONIQ 9 (Source: Hyundai)
In China, “you must have it,” Loasby said, but in other markets, like Europe and the US, it’s not needed. Hyundai is instead focusing on differentiating itself with its unique pixel lightning, found on the IONIQ EV models.
Hyundai has already had a few copy its design, notably the Fiat Grande Panda, which Loasby joked, “thanks for copying, thanks for being inspired by us.”
The Hyundai Concept THREE EV, a preview of the IONIQ 3 (Source: Hyundai)
It may be time for a shake-up. Loasby said, “I think we are almost at the end of journey in terms of lighting. It’s almost like chrome.”
Hyundai’s new Concept Three, which is expected to launch as the IONIQ 3 in production form, did not feature a full LED lightbar. Instead, it had an updated pixel lightning design.
Electrek’s Take
I have to agree with Loasby on this one. I must admit that at first, I was a fan of the sleek look of a nice, slim lightbar, especially at night.
The more I see it, the more it reminds me of a Toyota now. And that’s nothing against them (It is the world’s largest automaker), but should a Tesla Model Y, or even a Porsche 911, look the same as a Toyota from the front? I’ll let you determine that one.
I drive a 2023 Tesla Model 3, the last of the pre-facelift version, and was pretty bummed to see how cool the updated Model 3 looked at first. The more I see them, though, the more I like the design of the first-gen Model 3 and its wide eyes. It’s unique. Now, the Model 3 looks like any other vehicle, at least, in my opinion.
Is it time to put an end to the LED lightbar? Let us know how you feel about it below.
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Zero 60, an EV charge point operator on the ChargePoint network, is bringing fast charging to a Culver’s in the Northwoods of Wisconsin. The company, founded by Faith Technologies Incorporated (FTI), will install a renewable-powered charging station in Rhinelander.
The new site sits along a state-designated Alternative Fuel Corridor at Culver’s on 620 W. Kemp St. It will feature four 160-kilowatt charging ports, giving EV drivers in northern Wisconsin reliable fast charging well beyond the state’s urban hubs.
The project is backed by the Wisconsin Department of Transportation’s first round of funding from the Wisconsin Electric Vehicle Infrastructure (WEVI) program. Wisconsin wants to ensure EV drivers can confidently travel north, knowing they won’t be stranded without chargers.
“Partnering with a well-known brand like Culver’s gives us a unique opportunity to combine Midwest hospitality with clean, convenient charging,” said Wade Leipold, executive vice president of FTI. “We’re proud to support Wisconsin’s efforts to build a robust, future-ready charging network that serves communities and travelers alike.”
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Zero6 Energy is financing, owning, and operating the station, while FTI is handling the engineering, design, installation, and ongoing maintenance. Zero 60 already operates nine charging sites and has plans for many more across the US, with the first wave of stations installed in New York, California, Colorado, and Wisconsin, and more currently being developed in other states.
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Tesla is attempting to conceal the details of three separate accidents involving its Robotaxi service in Austin, Texas, despite having only two months of service with a small fleet.
Due to the Standing General Order 2021-01 (the “SGO”), automakers are required to report to NHTSA crashes involving their autonomous driving and advanced driver assistance systems within five days of being notified of them.
We have previously reported on Tesla leading crashes for level 2 driver assistance systems by thousands of reported crashes, but the automaker never reported any automated driving crashes because it never had any system that would qualify as a level 3-5 SAE automated driving system, despite the name of its “Full Self-Driving” software package.
This has changed with the launch of Tesla’s limited Robotaxi service in Austin, Texas.
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Now, Tesla has reported its first three accidents involving an “automated driving system” through its new Robotaxi effort:
Report ID
Same Incident ID
Model
Model Year
Incident Date
Incident Time
Roadway Type
Injury Severity*
13781-11507
346e79b6abcc2ca
Model Y
2026
JUL‑2025
03:45
Street
Property Damage. No Injured Reported
13781-11459
8578fbc6ef74c60
Model Y
2026
JUL‑2025
12:20
Street
Minor W/O Hospitalization
13781-11375
b5d3e7bb23a3388
Model Y
2026
JUL‑2025
15:15
Intersection
Property Damage. No Injured Reported
All the accidents happened in July, during Tesla’s first month of operating its Robotaxi service in Austin, Texas.
There was at least one injury reported for one of the crashes, but Tesla lists it as “minor”. None of the accidents is being investigated by authorities based on the information Tesla has released.
Tesla hasn’t released many details about its Robotaxi effort, but the automaker is estimated to have only about 12 vehicles in its Robotaxi fleet in Austin as of July, and it was offering rides to only a limited group of users, mostly Tesla influencers and shareholders who are disincentivized from criticizing the company.
As it does with its ADAS crash reporting, Tesla is hiding most details about the crashes. Unlike its competitors, which openly release narrative information about the incidents, Tesla is redacting all the narrative for all its crash reporting to NHTSA:
It makes it hard to get any context about the accident and assess the level of responsibility for the automated driving system.
Unlike competitors, such as Waymo, Tesla’s Robotaxi still uses a “safety monitor” who sits in the front seat with a finger on a kill switch ready to stop the vehicle. Despite this added level of safety, Tesla is evidently still experiencing crashes.
CEO Elon Musk has claimed that Tesla would remove the safety monitor by the end of the year and deliver on its “full self-driving” promises to customers, but he has never shared any data proving that Tesla’s automated driving system is reliable enough to achieve that.
The facts are that Tesla has never released any significant data to prove that its system is reliable. Never.
The only data Tesla has shared is the cumulative mileage driven by the fleet on Autopilot and Full Self-Driving, but that’s with a human driver at the wheel at all times.
Tesla never shared disengagement data despite publicly claiming multiple factors of improvement in miles between disengagements.
How can you trust a company that operates like that?
Furthermore, it redacts the most critical details of crashes involving its driver-assist and automated driving systems.
That’s not the type of opacity I want to see from a company deploying potentially dangerous, yet also potentially lifesaving, technology.
Unfortunately, I’ve lost hope of regulators doing anything about this any time soon. It will likely take more tragic accidents for them to act.
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