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Fuel efficiency drives the auto industry to reduce vehicle weight

  • Energy Quarterly
  • Energy Sector Analysis
  • Published: 27 September 2020
  • Volume 44 , pages 920–923, ( 2019 )

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fuel economy research paper

  • Arthur L. Robinson 1 ,
  • Alan I. Taub 1 &
  • Gregory A. Keoleian 1  

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In this age of global warming, the automotive industry is seeking to minimize the energy required to manufacture and operate its products without sacrificing performance and safety or increasing cost. Toward this end, whether cars and trucks are powered by internal-combustion engines or batteries, lowering vehicle weight is a major contributor to reducing energy consumption by increasing fuel efficiency. “The industry is driven by fuel efficiency,” said David Matlock of the Colorado School of Mines, who has helped develop advanced high-strength steels (AHSSs) used in autos.

According to Alan Taub of the University of Michigan and former General Motors executive, industry researchers have succeeded in squeezing more weight out of auto materials with a three-pronged strategy: Finding stronger, lighter materials than used previously; developing manufacturing processes for parts made from advanced materials that require minimal retooling; and designing parts that use as little material as possible (a process called topology optimization).

Despite lightweighting advances, however, vehicle weight from 1985 to 2000 actually increased, owing to the addition of vehicle features needed to meet government regulations and consumer preferences. After around 2005, the weight of vehicles leveled off as continuing improvements in weight-reduction technology were used to offset further increases in content. During this era, despite no improvement in weight, fuel economy increased as a result of improved powertrain efficiency.

“Future improvements in fuel efficiency are expected through further lightweighting and vehicle electrification,” said Gregory Keoleian, also at the University of Michigan. A useful industry guideline for light vehicles is that a 10% weight reduction generates a 6% improvement in fuel economy, or for electric vehicles, a 14% driving range increase. The numbers may be different, but the same principle holds for other types of vehicles. For example, Keoleian and his colleagues have reported up-to-date and more precise energy savings from lightweighting obtained using physics-based models for a variety of light-duty and heavy-duty vehicles as well as other transportation modes, such as trains and aircraft.

Going forward, two trends have emerged as the foci for further advances in lightweighting. The first is to build vehicles (body, chassis, and engine) using multiple materials rather than just one, whether steel or a lighter alternative (see Figure) . “In addition to weight reduction, combining two or more materials in an optimized design can give better performance than one alone,” said polymer researcher Uday Vaidya of the Institute for Advanced Composites Manufacturing Innovation (IACME) and the University of Tennessee. Eventually, each vehicle subsystem would be made from a material selected as the best alternative based on properties, manufacturability, and cost. The second is the use of Integrated Computational Materials Engineering (ICME) to find improved alloy compositions with the required mechanical properties and acceptable cost and the manufacturing processes to make and shape them, as well as to verify their performance in service. Integrated refers to linking the computational techniques needed, which span length scales from atomic to macroscopic.

For much of the 20th century, ferrous materials dominated the structural portions of automobiles—low-carbon steel alloys for the body and cast iron for the engine block—owing to their low cost and ease of forming parts. To reduce vehicle weight, which also offers advantages beyond increased fuel efficiency, such as improved drivability and (for trucks) carrying larger loads, an interest in replacing low-carbon (mild) steel grew toward the end of the century.

Aluminum, an increasingly common alternative material in autos and trucks, can yield a weight savings of 40–60%, with a cost premium of 1.3–2, as compared to cast iron and low-carbon steel. The comparable figures for even lighter magnesium are 60–75% and 1.5–2.5, according to a 2015 US Department of Energy (DOE) report that also covered AHSSs, titanium, glass fiber composites, and carbon fiber composites (see Table I ). Keeping cost down is a major challenge, said Taub. “When one considers the life-cycle cost from extraction of ore to recycling, it turns out that strong, light materials are more expensive, but the need for less material can offset some of their intrinsically higher cost.”

Today’s vehicles have all of these materials, with steel and aluminum being used most often as the major materials in structural components. Alan Luo of The Ohio State University, who specializes in aluminum and other lightweight metal alloys, pointed to recent models of the Ford F-150 truck. “The truck bodies are aluminum,” said Luo, “reducing the vehicle weight by more than 320 kg and accounting for 13% of the total vehicle weight.” Magnesium and polymer composites are finding increasing use in vehicles, as well. “Polymers and composites now account for 10–15% of some commercial vehicles and up to 50% for performance vehicles,” said Vaidya. The 2019 GMC Denali now offers a carbon fiber truck bed, for example.

Mixing materials brings some challenges. While steel alloys are relatively easy to form into the desired shape and the technology is well developed for joining parts by welding, bolting, and riveting, this is not always the case for alloys based on other materials. For example, steel can be made into many shapes by stamping sheets at room temperature, while aluminum may need to be heated. Joining steel and aluminum parts raises another problem. “Steel parts can be readily welded together, and so can parts made from aluminum, but joining steel and aluminum requires more expensive techniques, such as self-pierce riveting,” said Luo.

Mixing materials poses a significant challenge to recycling, as well. Steel alloys have a long history of recyclability. The same is not so true for lighter materials. “Lightweight materials often have a complicated end-of-life phase, with issues including incomplete recovery, separation challenges, contamination, and lack of a closed-loop recycling path,” said Keoleian, who with Taub and other collaborators has enunciated green principles for vehicle lightweighting, with recycling holding a prominent position in more than one of the principles. They cite the example of overcasting (or overmolding for composites), in which two materials are brought into contact to form a reaction zone that creates a continuous bond between the two. This technique has enabled the use of mixed-material construction to reduce the mass of automotive subsystems, but the mixing can present issues at end of life because separating the two materials is not always technically or economically feasible.

Researchers have also found that it takes more than simply mixing a variety of materials. To find out how much weight savings can result from choosing the optimum material for each vehicle subsystem, a DOE-funded project carried out by Ford and Vehma International that ended in 2015 aimed to demonstrate a multimaterial lightweight vehicle based on a 2013 Ford Fusion. The most advanced design made extensive use of magnesium and carbon fiber and aspired to a weight saving of a little more than 50%, as compared to the Fusion, but fell short, owing to materials-performance limitations.

In the search for an alloy with improved performance, materials engineers have traditionally relied on tables listing the properties of the various alloys available. However, in the search for new, lighter, stronger alloys, such tables either may not exist or are incomplete. Usually, lengthy trial-and-error methods investigating many compositions and microstructures are the backup approach to developing new materials.

To see why the process takes so long (10 years or more in the auto industry), consider that an alloy’s properties depend not only on a composition characterized by a complex phase diagram with multiphase regions (and sometimes metastable phases). They also rely on microstructural features such as grain size, second-phase precipitates, dislocations and other defect configurations, and texture, all of which can be altered for better or worse during manufacturing processes common in the auto industry, such as casting, thermomechanical processing, and powder consolidation for metals and various thermo-forming approaches for polymer composites. With interest dawning in even more complex materials such as high-entropy alloys, the problem will only grow.

figure 1

Figure . With the goal of making a lighter-weight vehicle without sacrificing performance and safety or increasing cost, the trend is toward using multiple materials for the various structural subsystems. Here, the mix of materials comprising the “white body” protecting driver and passengers on a demonstration vehicle based on a 2013 Ford Fusion is shown. Image courtesy of A. Taub et al., Annu . Rev. Mater. Res . 49, 327(2019).

“In today’s fast-paced environment,” said Gregory Olson of QuesTek Innovations LLC and Northwestern University, “a competitive advantage goes to those who can compress the materials development and concurrent engineering cycle.” As an expression of the Materials Genome Initiative, ICME has emerged during the last decade as a fast-growing tool for multiscale modeling of materials, from electronic and atomic structure to microstructures and manufacturing processes, and to macroscopic behavior in service. QuesTek, for example, has based its business on ICME and related computational approaches to develop several new alloys, such as its Ferrium® steels for the aerospace industry.

As for the auto industry, Matlock points to a succession, now in the third generation, of AHSSs developed over the decades. “There have been big advances in steels based on detailed microstructural control at each step, and new products are now on the market supporting a growing industry,” said Matlock. A 2017 report from the DOE Office of Energy Efficiency & Renewable Energy by a multi-institutional industrial-academic consortium, including General Motors and Ford, showed how ICME could contribute. According to the report, the project demonstrated the potential for third-generation AHSSs to achieve up to 30% weight savings in an automotive structure at a cost penalty of only USD$0.32–$1.26 per pound of weight saved. The model enables the user to design third-generation steels to desired mechanical properties in terms of strength and ductility.

Similar progress is seen for lightweight materials, such as aluminum and magnesium. “ICME has a big role now. We can use older techniques like CALPHAD (CALculation of PHAse Diagrams) to predict phases, and ICME simulation tools to predict grain size, precipitates, and so on to optimize strength,” said Luo.

But what is the reliability of the ICME predictions? asked Raymond Decker of Thixomat Technologies LLC, which develops magnesium-based materials for consumer electronics, automobiles, and biocompatible devices. “Today, to validate the ICME predictions for materials properties, it is often necessary to make trial heats of the materials and test them, but we still get the end result faster,” said Decker. As new data tables are completed and confidence grows, this need should fade.

One way to lighten materials for automobiles does not require new materials. Topology optimization is the term that describes the process of designing parts that minimize the amount of material needed to provide the required performance. In one startling example, simply relocating the bolt holes in an engine block produced a 30% weight savings. “Topology optimization is primarily a geometrical distribution of material over a given design domain, but independent of materials microstructure,” said Luo, “and design software to achieve it is now commercially available.” Eventually, though, materials engineers will want to integrate it with ICME techniques for further weight saving and performance improvement.

As for the future, materials engineers are not on their own in the quest for weight reduction; numerous consortia with government, industrial, and academic partners have come into being in recent years to fast track the development. One is Lightweight Innovations for Tomorrow (LIFT), operated by the American Lightweight Materials Manufacturing Innovation Institute, a public-private partnership to develop and deploy advanced lightweight materials manufacturing technologies. Another is IACME, the composites institute. Comparable groups exist in Europe and Asia, most notably the Fraunhofer Institutes in Germany. Not only do these consortia provide a vehicle for information sharing and collaboration forming, some such as the Lightweight Materials (LightMAt) consortium provide access to advanced facilities at DOE national laboratories.

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Robinson, A.L., Taub, A.I. & Keoleian, G.A. Fuel efficiency drives the auto industry to reduce vehicle weight. MRS Bulletin 44 , 920–923 (2019). https://doi.org/10.1557/mrs.2019.298

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Published : 27 September 2020

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Gasoline Prices, Fuel Economy, and the Energy Paradox

It is often asserted that consumers undervalue future gasoline costs relative to purchase prices when they choose between automobiles, or equivalently that they have high "implied discount rates" for these future energy costs. We show how this can be tested by measuring whether relative prices of vehicles with different fuel economy ratings fully adjust to time series variation in gasoline price forecasts. We then test the model using a detailed dataset based on 86 million transactions at auto dealerships and wholesale auctions between 1999 and 2008. Over our base sample, vehicle prices move as if consumers are indifferent between one dollar in discounted future gas costs and only 76 cents in vehicle purchase price. We document how endogenous market shares and utilization, measurement error, and different gasoline price forecasts can affect the results, and we show how to address these issues empirically. We also provide unique empirical evidence of sticky information: vehicle markets respond to changes in gasoline prices with up to a six month delay.

We thank Alberto Abadie, Soren Anderson, Josh Angrist, Orley Ashenfelter, David Autor, Lucas Davis, Henry Farber, Kelly Gallagher, Penny Goldberg, Michael Greenstone, Jerry Hausman, Mark Jacobsen, James Kahn, Ryan Kellogg, Lutz Kilian, David Laibson, David Lee, Henry Lee, Robin Lee, Lars Lefgren, Erin Mansur, Erich Muehlegger, Sendhil Mullainathan, Richard Newell, Ariel Pakes, Nancy Rose, Jesse Rothstein, Stephen Ryan, Jim Sallee, Jorge Silva-Risso, Rob Stavins, Chris Timmins, Roger von Haefen, Glen Weyl, Matt White, and seminar participants at the Air Force Academy, Analysis Group, Carnegie Mellon, Colorado School of Mines, Harvard, Kent State University, Mathematica Policy Research, MIT, NBER Summer Institute, Northwestern, Pontificia Universidad Catolica de Chile, Princeton, Society for Economic Dynamics, Stanford University, Stanford Institute for Theoretical Economics, Texas A&M, Universidad de los Andes, University of California Energy Institute, University of Delaware, University of Wisconsin, University of Toronto, and Washington University for their feedback. Funding for this project was provided by Princeton's Industrial Relations Section, Harvard's Energy Technology Innovation Policy group, the Harvard University Center for the Environment, and the Sloan Foundation. We thank JD Power for providing vehicle transaction price data. Thanks to Lonnie Miller at RL Polk for helpful conversations. We thank Manheim Consulting for providing auction data and Gary George, Nirmeet Kacheria, Pete Sauber, and Tom Webb at Manheim for sharing their expertise. We thank Carmen Collyns and Jordon Ricks for research assistance on this and related projects. We especially appreciate meticulous research assistance by Sounman Hong. Code for replicating the estimation is available from Hunt Allcott's website. The views expressed herein are those of the authors and do not necessarily reflect the views of the National Bureau of Economic Research.

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Non-Technical Summaries

  • Gasoline Prices, Fuel Economy, and the Energy Paradox Author(s): Hunt Allcott Nathan Wozny While relative automobile prices do move substantially in response to gasoline prices, they do not move as much as one might expect...

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What Is a Vehicle’s Fuel Economy?

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The terms fuel efficiency and fuel economy are often used interchangeably, but only fuel economy provides a specific number for a vehicle’s fuel consumption. Fuel economy measures how far a vehicle can travel on a certain amount of fuel — in the U.S., that measurement is miles per gallon (mpg) for gas-powered cars.

For example, a vehicle with a fuel economy rating of 30 mpg means it can go 30 miles on a gallon of gas. Fuel efficiency is a general term that refers to how well a certain vehicle uses fuel, so the higher a car’s fuel economy the more fuel-efficient it is.

Vehicles with a lower fuel economy rating burn more fuel to travel the same distance as cars with a better rating, so they tend to cost more to operate and emit more pollution.

Where to find fuel economy and mpg information

The U.S. Environmental Protection Agency (EPA) determines the mpg rating for specific makes and models of cars, based on the car manufacturer’s self-reporting and the EPA’s testing. You can research fuel economy ratings for vehicles dating back to 1984 at fueleconomy.gov , which uses EPA data.

When you buy a new car or certain trucks at a dealership, you can find the vehicle’s estimated mpg on the window sticker where it’s federally mandated to appear.

The EPA provides this information in three categories: city driving, highway driving and combined (an average of city and highway). That’s because the amount of gas used differs by the kind of driving. For example, driving in a city usually requires more stopping and starting than on a highway. Accelerating more often uses more gas and lowers a car’s mpg and fuel efficiency.

The EPA’s mpg figures offer general guidance when determining a vehicle’s fuel efficiency, and the information is useful for comparing vehicles. However, the actual mpg each car obtains depends on many factors, such as whether the car owner does regular maintenance or tends to regularly drive at excessive speeds.

» MORE: 11 easy ways to save money on gas

How to figure your vehicle’s fuel economy

If you’re trying to determine your vehicle’s fuel economy and efficiency, there are several approaches you can take.

Use this formula . Take note of your odometer reading when filling your gas tank. When it’s time to fill your tank, note the new odometer reading and how many gallons of gas it took to fill the tank. Subtract the first odometer reading from the second one to determine how many miles you went between gas fill-ups. Divide that figure by how many gallons of gas it took to fill your car the second time. This will give you the mpg. You may want to do this several times to get an average, because driving may change between fill-ups.

Use an online calculator . NerdWallet’s gas mileage calculator and comparison tool figures your car’s mpg based on your input. You can also compare your car’s annual fuel cost with other vehicles.

Check your car’s dashboard . Most newer vehicles keep track of how efficiently your car is using fuel and will show you a digital mpg display.

What is MPGe?

An MPGe rating, or miles per gallon equivalent, is used for hybrid and electric cars. It was developed by the EPA to measure and compare an electric vehicle’s energy consumption level to a gas-powered vehicle’s fuel consumption. According to the formula, using 33.7 kWh of power is equivalent to using 1 gallon of gas. So, an electric vehicle that travels 100 miles on 33.7 kWh would have a 100 MPGe rating.

» MORE: How much does it cost to charge an electric car?

Why do fuel economy and fuel efficiency matter?

With the average gas price in the U.S. at more than $3 a gallon, operating a gas-powered vehicle can be expensive, especially if you drive a lot. Choosing a more fuel-efficient car can result in significant cost savings over time.

Consider this example based on 15,000 miles driven annually and a fuel cost of $3.58. If you drive a vehicle that gets 30 mpg, compared with one that gets 20 mpg, it will cost you $895 less in fuel annually. Over five years, driving the 30 mpg vehicle will save $4,475.

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2024’s Top Fuel-Efficient Cars That Aren’t Hybrids

Posted: May 8, 2024 | Last updated: May 8, 2024

<p>In light of a <a href="http://www.umich.edu/~umtriswt/PDF/SWT-2018-1_Abstract_English.pdf">2018 study</a> by Michael Sivak and Brandon Schoettle from the University of Michigan’s Transportation Research Institute, the annual cost of running a gas-powered car was pegged at $1,117. With today’s escalating fuel prices, this figure has undoubtedly increased.</p> <p>To mitigate soaring fuel expenses, prioritizing fuel-efficient vehicles becomes essential. Although hybrid and electric vehicles are gaining traction, traditional internal combustion engines remain prevalent.</p> <p>For those aiming to reduce gasoline expenditure without investing heavily in hybrid or electric technology, here’s a look at the top gas-only models, according to EPA estimates, that promise to keep fuel costs in check.</p>

In light of a 2018 study by Michael Sivak and Brandon Schoettle from the University of Michigan’s Transportation Research Institute, the annual cost of running a gas-powered car was pegged at $1,117. With today’s escalating fuel prices, this figure has undoubtedly increased.

To mitigate soaring fuel expenses, prioritizing fuel-efficient vehicles becomes essential. Although hybrid and electric vehicles are gaining traction, traditional internal combustion engines remain prevalent.

For those aiming to reduce gasoline expenditure without investing heavily in hybrid or electric technology, here’s a look at the top gas-only models, according to EPA estimates, that promise to keep fuel costs in check.

<ul> <li>EPA combined/city/highway: 32/29/38 mpg</li> </ul><p>The Mini Hardtop and Convertible, particularly in the three-cylinder Cooper version with an automatic transmission, stand out for their fuel efficiency at 32 mpg combined.</p><p>These models, available in two and four doors, balance a playful drive with economical performance. Even when opting for the six-speed manual or the Cooper S model, the fuel economy remains commendable.</p><p>With a starting price of $26,795, these Minis offer a good mix of economy and enjoyment, delivering 29 mpg in the city and 38 mpg on the highway, embodying a smart choice for those seeking both style and substance.</p>

Mini Hardtop and Convertible

  • EPA combined/city/highway: 32/29/38 mpg

The Mini Hardtop and Convertible, particularly in the three-cylinder Cooper version with an automatic transmission, stand out for their fuel efficiency at 32 mpg combined.

These models, available in two and four doors, balance a playful drive with economical performance. Even when opting for the six-speed manual or the Cooper S model, the fuel economy remains commendable.

With a starting price of $26,795, these Minis offer a good mix of economy and enjoyment, delivering 29 mpg in the city and 38 mpg on the highway, embodying a smart choice for those seeking both style and substance.

<ul> <li>EPA combined/city/highway: 33/30/37 mpg</li> </ul><p>The 2024 Acura Integra, returning 33 mpg combined, echoes the Honda Civic’s legacy, merging premium features with practicality in a hatchback format.</p><p>This model shines in its base form, which promises the best fuel economy, thanks to smaller wheels that contribute to its efficiency. Despite forgoing the sportier upgrades of its pricier counterparts, the standard Integra still packs a 200-hp turbocharged engine.</p><p>Priced at $32,695, it offers 30 mpg city and 37 mpg highway, positioning itself as a blend of luxury and frugality for the discerning driver.</p>

Acura Integra

  • EPA combined/city/highway: 33/30/37 mpg

The 2024 Acura Integra, returning 33 mpg combined, echoes the Honda Civic’s legacy, merging premium features with practicality in a hatchback format.

This model shines in its base form, which promises the best fuel economy, thanks to smaller wheels that contribute to its efficiency. Despite forgoing the sportier upgrades of its pricier counterparts, the standard Integra still packs a 200-hp turbocharged engine.

Priced at $32,695, it offers 30 mpg city and 37 mpg highway, positioning itself as a blend of luxury and frugality for the discerning driver.

<ul> <li>EPA combined/city/highway: 33/31/36 mpg</li> </ul><p>The Nissan Kicks, with its 122-horsepower four-cylinder engine, focuses on fuel efficiency, achieving 33 mpg combined. This subcompact SUV is tied to a continuously variable automatic transmission (CVT), enhancing its economy on the road.</p><p>While its performance is modest, its fuel efficiency is a standout feature. However, frequent fuel stops might be needed due to its smaller tank.</p><p>With a base price of $22,155 and fuel economy ratings of 31 mpg in the city and 36 mpg on the highway, the Kicks offers a budget-friendly option for those prioritizing fuel savings.</p>

Nissan Kicks

  • EPA combined/city/highway: 33/31/36 mpg

The Nissan Kicks, with its 122-horsepower four-cylinder engine, focuses on fuel efficiency, achieving 33 mpg combined. This subcompact SUV is tied to a continuously variable automatic transmission (CVT), enhancing its economy on the road.

While its performance is modest, its fuel efficiency is a standout feature. However, frequent fuel stops might be needed due to its smaller tank.

With a base price of $22,155 and fuel economy ratings of 31 mpg in the city and 36 mpg on the highway, the Kicks offers a budget-friendly option for those prioritizing fuel savings.

<ul> <li>EPA combined/city/highway: 33/30/40 mpg</li> </ul><p>Economical yet stylish, the Nissan Sentra delivers a solid 34 mpg combined, thanks to its 149-hp 2.0-liter engine paired with a CVT.</p><p>This sedan strikes a balance between affordability and fuel efficiency, presenting an attractive option for cost-conscious drivers, especially when fuel prices are high. The Sentra’s smaller tank size also means less pain at the pump during fill-ups.</p><p>Priced at $21,745 and offering 30 mpg in the city and 40 mpg on the highway, the Sentra stands out as a practical choice for efficient and economical driving.</p>

Nissan Sentra

  • EPA combined/city/highway: 33/30/40 mpg

Economical yet stylish, the Nissan Sentra delivers a solid 34 mpg combined, thanks to its 149-hp 2.0-liter engine paired with a CVT.

This sedan strikes a balance between affordability and fuel efficiency, presenting an attractive option for cost-conscious drivers, especially when fuel prices are high. The Sentra’s smaller tank size also means less pain at the pump during fill-ups.

Priced at $21,745 and offering 30 mpg in the city and 40 mpg on the highway, the Sentra stands out as a practical choice for efficient and economical driving.

<ul> <li>EPA combined/city/highway: 34/30/41 mpg</li> </ul><p>The Volkswagen Jetta, with its 158-hp turbocharged engine, merges enjoyable driving dynamics with unexpected spaciousness.</p><p>Opting for the eight-speed automatic transmission optimizes fuel efficiency, achieving 34 mpg combined. Nevertheless, the six-speed manual option remains tempting for those willing to trade a bit of fuel economy for engagement.</p><p>With a starting price of $22,585 and mileage ratings of 30 mpg in the city and 41 mpg on the highway, the Jetta offers a balanced package of performance, space, and fuel efficiency.</p>

Volkswagen Jetta

  • EPA combined/city/highway: 34/30/41 mpg

The Volkswagen Jetta, with its 158-hp turbocharged engine, merges enjoyable driving dynamics with unexpected spaciousness.

Opting for the eight-speed automatic transmission optimizes fuel efficiency, achieving 34 mpg combined. Nevertheless, the six-speed manual option remains tempting for those willing to trade a bit of fuel economy for engagement.

With a starting price of $22,585 and mileage ratings of 30 mpg in the city and 41 mpg on the highway, the Jetta offers a balanced package of performance, space, and fuel efficiency.

<ul> <li>EPA combined/city/highway: 34/30/41 mpg</li> </ul><p>Positioned beneath the K5 in Kia’s lineup, the Forte offers economical driving with a 147-hp engine and a continuously variable transmission (CVT), leading to a combined fuel efficiency of 34 mpg.</p><p>While it may not top the excitement charts, the Forte stands out with its comprehensive feature set, competitive pricing, and efficient base engine.</p><p>The Forte, priced at $20,915 and delivering 30 mpg in the city and 41 mpg on the highway, presents a value proposition for buyers prioritizing cost-effectiveness and fuel economy in their vehicle choice.</p>

Positioned beneath the K5 in Kia’s lineup, the Forte offers economical driving with a 147-hp engine and a continuously variable transmission (CVT), leading to a combined fuel efficiency of 34 mpg.

While it may not top the excitement charts, the Forte stands out with its comprehensive feature set, competitive pricing, and efficient base engine.

The Forte, priced at $20,915 and delivering 30 mpg in the city and 41 mpg on the highway, presents a value proposition for buyers prioritizing cost-effectiveness and fuel economy in their vehicle choice.

<ul> <li>EPA combined/city/highway: 35/32/41 mpg</li> </ul><p>The Toyota Corolla, in both sedan and hatchback forms, epitomizes efficiency with a 169-hp Dynamic-Force 2.0-liter engine, achieving a commendable 35 mpg combined.</p><p>Equipped with a 10-speed transmission, it balances power and efficiency, providing 32 mpg in urban settings and 41 mpg on highways.</p><p>The Corolla also offers a practical cargo space of 17.8 cubic feet. With a starting MSRP of $23,505, it’s a smart choice for those seeking a reliable and fuel-efficient vehicle that doesn’t compromise on space or driving pleasure.</p>

Toyota Corolla/Hatchback

  • EPA combined/city/highway: 35/32/41 mpg

The Toyota Corolla, in both sedan and hatchback forms, epitomizes efficiency with a 169-hp Dynamic-Force 2.0-liter engine, achieving a commendable 35 mpg combined.

Equipped with a 10-speed transmission, it balances power and efficiency, providing 32 mpg in urban settings and 41 mpg on highways.

The Corolla also offers a practical cargo space of 17.8 cubic feet. With a starting MSRP of $23,505, it’s a smart choice for those seeking a reliable and fuel-efficient vehicle that doesn’t compromise on space or driving pleasure.

<ul> <li>EPA combined/city/highway: 35/32/40 mpg</li> </ul><p>The Nissan Versa, powered by a 122-hp four-cylinder engine, excels in fuel economy at 35 mpg combined when paired with the CVT.</p><p>While it may not be the quickest on the road, the Versa shines in value, boasting significant interior room and a comprehensive suite of standard features.</p><p>With an attractive base price of $17,245 and fuel economy figures of 32 mpg in the city and 40 mpg on the highway, the Versa positions itself as an ideal option for budget-conscious buyers who still demand efficiency and comfort.</p>

Nissan Versa

  • EPA combined/city/highway: 35/32/40 mpg

The Nissan Versa, powered by a 122-hp four-cylinder engine, excels in fuel economy at 35 mpg combined when paired with the CVT.

While it may not be the quickest on the road, the Versa shines in value, boasting significant interior room and a comprehensive suite of standard features.

With an attractive base price of $17,245 and fuel economy figures of 32 mpg in the city and 40 mpg on the highway, the Versa positions itself as an ideal option for budget-conscious buyers who still demand efficiency and comfort.

<ul> <li>EPA combined/city/highway: 36/31/42 mpg</li> </ul><p>The Hyundai Elantra, with its 147-hp inline-four engine and CVT, stands out with an EPA-estimated 36 mpg combined fuel efficiency. For those prioritizing fuel savings, a hybrid version is available, enhancing its eco-friendly appeal.</p><p>Starting at $22,590, the Elantra offers a stylish and well-appointed option, boasting 31 mpg in the city and 42 mpg on the highway, making it a compelling choice for drivers seeking a blend of economy, aesthetics, and value.</p>

Hyundai Elantra

  • EPA combined/city/highway: 36/31/42 mpg

The Hyundai Elantra, with its 147-hp inline-four engine and CVT, stands out with an EPA-estimated 36 mpg combined fuel efficiency. For those prioritizing fuel savings, a hybrid version is available, enhancing its eco-friendly appeal.

Starting at $22,590, the Elantra offers a stylish and well-appointed option, boasting 31 mpg in the city and 42 mpg on the highway, making it a compelling choice for drivers seeking a blend of economy, aesthetics, and value.

<ul> <li>EPA combined/city/highway: 36/33/42 mpg</li> </ul><p>The Honda Civic, often recognized for its versatility and consistent high rankings, excels with a 180-hp turbocharged 1.5-liter engine, achieving 36 mpg combined with a CVT.</p><p>Available in both sedan and hatchback versions, the Civic caters to various preferences, with the hatchback offering up to 35 mpg combined. The sedan model, equipped with the standard 2.0-liter engine, also delivers commendable fuel efficiency at 33 mpg combined.</p><p>With a base price of $25,045 and achieving 33 mpg in the city and 42 mpg on the highway, the Civic is a top contender for those seeking an all-around efficient and reliable vehicle.</p>

Honda Civic

  • EPA combined/city/highway: 36/33/42 mpg

The Honda Civic, often recognized for its versatility and consistent high rankings, excels with a 180-hp turbocharged 1.5-liter engine, achieving 36 mpg combined with a CVT.

Available in both sedan and hatchback versions, the Civic caters to various preferences, with the hatchback offering up to 35 mpg combined. The sedan model, equipped with the standard 2.0-liter engine, also delivers commendable fuel efficiency at 33 mpg combined.

With a base price of $25,045 and achieving 33 mpg in the city and 42 mpg on the highway, the Civic is a top contender for those seeking an all-around efficient and reliable vehicle.

<ul> <li>EPA combined/city/highway: 39/36/43 mpg</li> </ul><p>The Mitsubishi Mirage, with its modest 78-horsepower three-cylinder engine, leads in fuel economy, boasting an impressive 39 mpg combined with its CVT.</p><p>Available as both a hatchback and a sedan (Mirage G4), it prioritizes efficiency over speed. The Mirage G4, slightly less economical, achieves 37 mpg combined. Despite its leisurely acceleration, with a tested 0 to 60 mph time of 12.8 seconds, the Mirage’s appeal lies in its fuel-sipping nature and affordability.</p><p>Priced at $17,950, with city and highway efficiencies of 36 and 43 mpg respectively, it offers an excellent value for those seeking maximum fuel efficiency on a budget.</p>

Mitsubishi Mirage

  • EPA combined/city/highway: 39/36/43 mpg

The Mitsubishi Mirage, with its modest 78-horsepower three-cylinder engine, leads in fuel economy, boasting an impressive 39 mpg combined with its CVT.

Available as both a hatchback and a sedan (Mirage G4), it prioritizes efficiency over speed. The Mirage G4, slightly less economical, achieves 37 mpg combined. Despite its leisurely acceleration, with a tested 0 to 60 mph time of 12.8 seconds, the Mirage’s appeal lies in its fuel-sipping nature and affordability.

Priced at $17,950, with city and highway efficiencies of 36 and 43 mpg respectively, it offers an excellent value for those seeking maximum fuel efficiency on a budget.

<p>The Cadillac Escalade is like that loud guy at the party who wants everyone to know how much money he has. It’s big, it’s flashy, and it guzzles gas like there’s no tomorrow, getting about 15 mpg if you’re lucky. Dropping at least $75,000 on this beast might give you street cred, but it won’t do your wallet or the environment any favors. It’s more of a status symbol than a sensible ride, proving that more money doesn’t always mean more sense.</p>

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<p>The 396 Heritage model merges ’70s style with today’s <a href="https://www.riderambler.com/why-adding-more-horsepower-isnt-always-the-answer/">horsepower</a>, offering up to 900rwhp options. It’s all about honoring the Chevelle SS legacy with modern muscle, available in 20 colors and with custom wheel choices.</p>

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Is the Wisconsin Taxpayer Stingy?

Junjie Guo, Kim Ruhl and Ananth Seshadri

Executive Summary:

  • Recent reports note that Wisconsin is 42nd in the nation when it comes to funding the UW-System. Wisconsin allocates a larger share of higher-education appropriations to 2-year institutions than most other states and a smaller share to 4-year This distinction is becoming less meaningful as the 2-year technical colleges offer liberal arts transfer degrees as a pathway to a 4-year institution and the UW-System schools are increasingly focused on majors that satisfy workforce demands.
  • This paper addresses the question: Is the Wisconsin taxpayer rather stingy in funding higher education in Wisconsin and, in particular, funding UW-Madison?
  • Wisconsin is 22nd in the nation when it comes to total higher-education appropriations per full-time equivalent (FTE) undergraduate, which includes both UW-System and technical college While this measure declined in the last decade, it also declined between 2003 and 2010. Despite the decline, it has remained higher than the median in the United States for more than the last two decades.
  • After accounting for state income per capita, Wisconsin’s appropriations per FTE undergraduate are appreciably higher than the national average, casting doubt on the notion that the Wisconsin taxpayer is stingy.
  • State appropriations per FTE undergraduate are higher for UW-Madison than the median of other Big-10 universities and the median of other public institutions in the Association of American Universities (AAU).
  • As a share of university revenue, state appropriations for UW-Madison are similar to the median of other Big-10 universities and the median of other public AAU institutions.
  • States exert influence over in-state Reservegate led to a decade-long tuition freeze in Wisconsin. Focusing on the sum of tuition and fees and state appropriations, we find that UW-Madison is slightly below the median of Big-10 peers.
  • In the past, UW System tuition rose to offset declines in state support to protect the university system. That implicit contract is now broken. If the state deems UW- Madison worthy of additional support, it ought to come from increases in in-state tuition and not on the backs of the Wisconsin taxpayer.

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Singapore Airlines orders 1,000 tonnes of sustainable aviation fuel from Neste

The national carrier aims to have at least 5 per cent of sustainable aviation fuel in its total fuel uplift by 2030

Sharanya Pillai

Sharanya Pillai

SINGAPORE Airlines : C6L 0 % (SIA) has agreed to purchase 1,000 tonnes of sustainable aviation fuel from renewable fuel producer Neste, the national carrier announced on Monday (May 6).

This will make SIA and its budget airline Scoot the first carriers to receive sustainable aviation fuel produced at Neste’s Singapore refinery. It will also be Neste’s first direct supply of the fuel to airlines at Changi Airport.

Neste will blend the sustainable aviation fuel – known as neat Neste MY Sustainable Aviation Fuel – with conventional jet fuel, as per safety requirements. It will deliver the blended jet fuel to Changi Airport’s fuel hydrant system in two batches: first in the second quarter of this year, and the second in Q4.

The sustainable aviation fuel is fully made from renewable waste and residue raw materials, and reduces greenhouse gas emissions by up to 80 per cent over its life cycle, Neste said.

The agreement is an “important milestone” in SIA’s journey to have at least 5 per cent of sustainable aviation fuel in its total fuel uplift by 2030, said the group’s chief sustainability officer Lee Wen Fen.

From May, SIA will also offer 1,000 sustainable aviation fuel Book and Claim Units (BCUs) that its corporate travellers, shippers, and freight forwarders can purchase. Each BCU represents one tonne of neat sustainable aviation fuel with its associated carbon dioxide reduction benefit.

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Purchasers can claim the associated environmental benefits for flights related to their business travel and operations, “validating the demand for (sustainable aviation fuel) BCUs and supporting the development of the nascent (sustainable aviation fuel) industry”, SIA said.

An industry standard known as the Roundtable on Sustainable Biomaterials Book and Claim system will be used to ensure the traceability and credibility of the transactions.

Alexander Kueper, Neste’s vice-president for renewable aviation, expressed hope that the delivery of sustainable aviation fuel to SIA, coupled with the recently announced national sustainable aviation fuel target, will encourage the wider adoption of such fuels across the Asia-Pacific.

“We are looking forward to expanding our cooperation with SIA as well as supplying visiting carriers at Changi Airport,” he said.

SIA shares ended Monday at S$6.55, up S$0.03 or 0.5 per cent.

KEYWORDS IN THIS ARTICLE

  • Singapore Airlines could post highest-ever earnings of about S$2.7 billion for FY2024, says analyst

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SPH MEDIA DIGITAL NEWS

MCI (P) 064/10/2023 © 2024 SPH MEDIA LIMITED. REGN NO. 202120748H

IMAGES

  1. (PDF) Plastic to Fuel

    fuel economy research paper

  2. (PDF) Evaluation of Fuel Cells Technologies and their Impact on

    fuel economy research paper

  3. EPA Fuel Economy Trends Study: CO2 Emissions and Fuel Economy Are at

    fuel economy research paper

  4. Comparison of Fuel Economy Standards across Countries

    fuel economy research paper

  5. (PDF) A Review of Alternate Fuels

    fuel economy research paper

  6. alternate fuel seminar report

    fuel economy research paper

VIDEO

  1. How do you test Fuel Economy? #bigbearbangalore #fueleconomy #royalenfield #triumphmotorcycles

  2. Wellness Economy Research Master Class: Wellness Tourism

  3. 3

  4. The Fueling Power of Plants

  5. Balance Of Deceit Are In His Hands: Americans Believe Economy Is Rigged!

  6. 309. Electromagnetic Telegraph

COMMENTS

  1. PDF Gasoline Prices, Fuel Economy, and the Energy Paradox

    the fact that a vehicle s future fuel costs vary as a function of both fuel economy and forecasted. gasoline prices, so changes in gas price forecasts should a¤ect the relative value of high- vs. low-fuel. economy vehicles. Indeed, media reports and academic analyses have documented that as gasoline.

  2. Fuelling the future: An in-depth review of recent ...

    The research included 50 proton exchange membrane fuel cells (PEMFC) with a 5 kW capacity and the system cost is US$12,000, while the maintenance cost is assumed to be 5% of the investment cost. It is observed that with the increase in the degradation rate, fuel consumption and total cost increase.

  3. Fuel efficiency drives the auto industry to reduce vehicle weight

    A useful industry guideline for light vehicles is that a 10% weight reduction generates a 6% improvement in fuel economy, or for electric vehicles, a 14% driving range increase. The numbers may be different, but the same principle holds for other types of vehicles. For example, Keoleian and his colleagues have reported up-to-date and more ...

  4. Vehicular fuel consumption estimation using real-world ...

    Many of the existing studies on vehicular fuel consumption estimation are criticized in aspects such as ignoring real-world training data, low diversity of test fleet, impracticality of models in real-world applications (i.e. instrument-independent eco-driving), or their prediction power in the non-linear multi-dimensional space of fuel consumption estimation.

  5. Mileage efficiency of cars

    Other data including the actual mileage, emission, and road load data from current fleet are obtained from U.S. EPA's Test Car List data files (U.S. EPA, 2021c); historical fuel economy data by manufacturer are obtained from U.S. EPA's report on light-duty vehicle technology, CO 2 emissions, and fuel economy trends (U.S. EPA, 2021d). 6. Results6.1.

  6. Gasoline Prices, Fuel Economy, and the Energy Paradox

    Hunt Allcott & Nathan Wozny, 2014. "Gasoline Prices, Fuel Economy, and the Energy Paradox," The Review of Economics and Statistics, MIT Press, vol. 96 (5), pages 779-795, December. citation courtesy of. In addition to working papers, the NBER disseminates affiliates' latest findings through a range of free periodicals — the NBER Reporter ...

  7. Fuel economy improvement and emission reduction of 48 V mild hybrid

    This paper uses simulation software GT-ISE to investigate the fuel economy improvements and emission reduction of 48 V MHEVs with P0, P1, and P2 architectures with experimental battery cell data. Based on the model year 2018 Ford Focus 2.0L, a baseline conventional vehicle model and a 12 V micro hybrid vehicle model with start/stop function are ...

  8. 13718 PDFs

    Explore the latest full-text research PDFs, articles, conference papers, preprints and more on FUEL ECONOMY. Find methods information, sources, references or conduct a literature review on FUEL ...

  9. PDF Nudging the Adoption of Fuel- Efficient Vehicles: Evidence from a

    CER-ETH - Center of Economic Research at ETH Zurich Nudging the Adoption of Fuel-Efficient Vehicles: Evidence from a Stated Choice Experiment in Nepal M. Filippini, N. Kumar, S. Srinivasan Working Paper20/333 May 2020 Economics Working Paper Series

  10. Data and Research

    Data and research. The GFEI brings together some of the leading global experts in the field of fuel economy. The data and research work which we do builds on that expertise and has led to the development of the only global data on fuel economy trends. This material not only adds to the level of global understanding of the issue, but also ...

  11. PDF Comparative Analysis and Statistical Optimization of Fuel Economy for

    Therefore, at first, statistical data have been interpreted for a couple of years (2010 to 2019) to analyze the fuel consumption, as shown in Figure 1. It is observed that after the year 2016, fuel consumption increased exponentially, and particularly in 2019, 3.58 L/capita was consumed in normal vehicle routings.

  12. Flawed analyses of U.S. auto fuel economy standards

    In addition to greenhouse gas emissions and fuel economy, analyses must also consider effects on pollution, safety, and traffic congestion. ... existing research, and basic economic principles. As a result, the changes in the 2018 NPRM are misleading. ... (Working paper w23340, National Bureau of Economic Research, 2017).

  13. PDF Evaluating the Consumer Response to Fuel Economy: A Review of the

    Working Paper Series. Working Paper # 09-04 . August, 2009 . U.S. Environmental Protection Agency . ... Further research on the role of fuel economy in consumer vehicle purchases is needed to assist in understanding the welfare effects of fuel economy regulation. Key Words: Consumer behavior, vehicle purchase decisions, fuel economy, energy ...

  14. The Distributional Implications of the Impact of Fuel Price ...

    This paper investigates the response of consumer price inflation to changes in domestic fuel prices, looking at the different categories of the overall consumer price index (CPI). We then combine household survey data with the CPI components to construct a CPI index for the poorest and richest income quintiles with the view to assess the distributional impact of the pass-through. To undertake ...

  15. Fuel Economy Standards and Public Transport

    We identify and examine a novel welfare channel of fuel economy standards through the in-teraction with public transit and households' location choices. A stricter emission standard for cars decreases the marginal cost of driving and triggers a shift in modal choice from public to private transport and a rise in carbon emissions.

  16. ASI

    This paper reviews the latest studies of hybrid electric vehicles (HEVs) on modelling, controls, and energy management. HEV dynamics, formulas, calculations, and schemes of vehicle parts, such as battery, converter, electric motor, generator, and HEV Simulink models, are presented. Moreover, simulations of the propulsion operation, regenerative braking system, and vehicle dynamics are ...

  17. ORNL Research Publications Supporting FuelEconomy.gov Content

    In Transportation Research Board 91st Annual Meeting Compendium of Papers. Greene, David L. 2012. "Rebound 2007: Analysis of U.S. light-duty vehicle travel statistics."

  18. Working Papers

    WP19: Fuel economy in major car markets: Technology and policy drivers 2005-2017 WP18: The role of plug-in electric vehicles to improve fuel economy WP17: Wider, taller, heavier: Evolution of LDV size over generations

  19. Hydrogen Production Technologies: From Fossil Fuels toward Renewable

    Global demand for primary energy rises by 1.3% each year to 2040, with an increasing demand for energy services as a consequence of the global economic growth, the increase in the population, and advances in technology. In this sense, fossil fuels (oil, natural gas, and coal) have been widely used for energy production and are projected to remain the dominant energy source until at least 2050 ...

  20. Materials Research Directions Toward a Green Hydrogen Economy: A Review

    A constellation of technologies has been researched with an eye toward enabling a hydrogen economy. Within the research fields of hydrogen production, storage, and utilization in fuel cells, various classes of materials have been developed that target higher efficiencies and utility. This Review examines recent progress in these research fields from the years 2011-2021, exploring the most ...

  21. Fuel

    About the journal. The Science and Technology of Fuel and Energy. Research into remains a key issue. Over the last 90 years, Fuel has been the leading source of primary research work in . The scope is broad and includes many topics of increasing interest such as environmental aspects and pollution. A wide variety of fuels are covered: Fuel cells.

  22. Fuel Economy

    VW, Bentley, Audi and Porsche MPG Estimates Revised. Clean Cities and Communities. Alternative Fuels Data Center. EV Explorer. EPA gas mileage, safety, air pollution, and greenhouse gas estimates for new and used cars and trucks. Improve the MPG of your vehicle with our gas mileage tips.

  23. What Is a Vehicle's Fuel Economy?

    You can research fuel economy ratings for vehicles dating back to 1984 at fueleconomy.gov, which uses EPA data. When you buy a new car or certain trucks at a dealership, you can find the vehicle ...

  24. Diesel HD Trucks Burn a Lot Less Fuel Than Gas Ones in Our Tests

    Heavy-duty trucks are exempt from publishing EPA mileage, but in our real-world highway fuel-economy test, we found diesels burn a lot less fuel.; The diesel trucks averaged 18 mpg, and the gas ...

  25. 2024's Top Fuel-Efficient Cars That Aren't Hybrids

    With a base price of $22,155 and fuel economy ratings of 31 mpg in the city and 36 mpg on the highway, the Kicks offers a budget-friendly option for those prioritizing fuel savings. Nissan EPA ...

  26. Is the Wisconsin Taxpayer Stingy?

    5.6.24. Junjie Guo, Kim Ruhl and Ananth Seshadri. In this fifth report in "The Economics of UW-Madison" white paper series we addresses the question: Is the Wisconsin taxpayer rather ungenerous in funding higher education?

  27. Hydrogen energy systems: A critical review of technologies

    This paper is devoted to treating hydrogen powered energy systems as a whole and analysing the role of hydrogen in the energy systems. As hydrogen has become an important intermediary for the energy transition and it can be produced from renewable energy sources, re-electrified to provide electricity and heat, as well as stored for future use, key technologies including water electrolysis ...

  28. Singapore Airlines orders 1,000 tonnes of sustainable aviation fuel

    SINGAPORE Airlines: C6L 0% (SIA) has agreed to purchase 1,000 tonnes of sustainable aviation fuel from renewable fuel producer Neste, the national carrier announced on Monday (May 6).. This will make SIA and its budget airline Scoot the first carriers to receive sustainable aviation fuel produced at Neste's Singapore refinery.