NC State researchers build model that finds best sites for electric vehicle charging stations

Researchers from North Carolina State University have developed a computational model that can be used to determine the optimal places for locating electric vehicle (EV) charging facilities and how powerful the charging stations can be without placing an undue burden on the local power grid. Photo credit: Michael Fousert.

“Ultimately, we feel the model can be used to inform the development of EV charging infrastructure at multiple levels, from projects aimed at supporting local commuters to charging facilities that serve interstate highway travel,” says Leila Hajibabai, corresponding author of a paper on the work and an assistant professor in NC State’s Fitts Department of Industrial and Systems Engineering.

Identifying the best sites for charging facilities is a complicated process since it has to account for travel flow and user demand, as well as the needs of the regional power infrastructure. In other words, where will people use it? And can it be supported by the power grid?

“We have developed a model that allows planners to optimize these decisions, serving the greatest number of people without taxing the power system,” Hajibabai says.

While a lot of work has been done on how to deploy EV charging facilities, the researchers found that most previous efforts focused on siting these facilities based on what would work best for the power system, or what would work best from a transportation standpoint.

“Very little work has been done that addresses both,” Hajibabai says. “And those cases that looked at both power and transportation systems did not take into account the decisions that users make. Where do they want to charge their vehicles? What are their travel plans?

“The best location for a charging facility from the power system’s standpoint is often not the best location from a transportation systems standpoint. And the best location from a user’s standpoint is often a third option. Our model looks at power systems, transportation systems, and user decision-making in order to find the best compromise.”

The power system component of the model accounts for the limitations of the power distribution network – its power flow, voltage, current, and so on. The transportation component of the overarching model accounts for the number of travelers, the routes that they take when traveling, and how far their vehicles can go before they need to be recharged. To account for user decision-making, the model tries to identify locations that will minimize travel time for users.

“People often don’t want to go out of their way to charge their vehicles, so our model takes that into account,” Hajibabai says.

The researchers are currently in discussions with state and local government officials, as well as power utilities, to use the model to inform the development of EV charging infrastructure in North Carolina.

The paper, “Joint Power Distribution and Charging Network Design for Electrified Mobility with User Equilibrium Decisions,” is published open access in the journal Computer-Aided Civil and Infrastructure Engineering. The paper was co-authored by Asya Atik, a Ph.D. student at NC State, and Amir Mirheli, a former Ph.D. student at NC State.

Japan's NICT demos the World's first transmission of 1 petabit per second in a standard cladding diameter multi-core fiber

Wide-band wavelength division multiplexing technology significantly expands transmission capacity allowing Pb/s transmission in only 4 spatial channels Figure 1 This transmission system

Researchers from the Network Research Institute at the National Institute of Information and Communications Technology (NICT, President: TOKUDA Hideyuki, Ph.D.) report the world's first demonstration of more than 1 petabit per second in a multi-core fiber (MCF) with a standard diameter of 0.125 mm. The researchers, led by Benjamin J. Puttnam, constructed a transmission system that supports a record optical bandwidth exceeding 20 THz by exploiting wavelength division multiplexing (WDM) technology. It incorporates the commercially adopted optical fiber transmission windows known as C and L-bands and extends the transmission bandwidth to include the recently explored S-band. Two kinds of doped fiber amplifiers along with Raman amplification with pumps added in a novel multi-core pump combiner enabled transmission of 801 wavelength channels over the 20 THz optical bandwidth. A large number of wavelength channels were transmitted in each core of a 4-core MCF that is notable for having the same cladding diameter as a standard optical fiber. Such fibers are compatible with current cabling technologies. They do not require the complex signal processing needed for unscrambling signals in multi-mode fibers, meaning conventional transceiver hardware may be used. 4-core MCFs are the most likely of the new advanced optical fibers for early commercial adoption. This demonstration shows their information-carrying potential and is a significant step toward the realization of backbone communication systems that supports the evolution of Beyond 5G information services. 

Demand for enhanced data transmission capacity has inspired both investigations of new spectral transmission windows and advanced optical fibers exploiting parallelization in the spatial domain. In recent years, advanced fibers with the same cladding diameter as standard single-mode optical fibers, but able to support multiple propagation paths have been proposed. These fibers can multiply the transmission capacity but are still compatible with existing manufacturing processes and have emerged as a likely candidate for near-term commercial adoption of these transformative communications technology. NICT has achieved various world records by constructing various transmission systems using new optical fibers and in December 2020 succeeded in the first 1 petabit per second transmission demonstration in a standard diameter fiber using a 15-mode optical fiber. However, such fibers require complex MIMO(Multiple-input-multiple-output) digital signal processing to unscramble the signals which are mixed during transmission, and practical deployment is expected to require large-scale development of dedicated integrated circuits.

NICT constructed the transmission system using 4-core MCF with standard 0.125 mm cladding diameter, WDM technology, and mixed optical amplification systems. The system allowed transmission of 1.02 petabit per second over 51.7 km. Previously, 610 terabits per second were achieved in a similar fiber but only using part of the S-band. In this experiment, by broadening the Raman amplification bandwidth to the full S-band and using customized thulium-doped fiber amplifiers (TDFAs) for S-band and extended L-band erbium-doped fiber amplifiers (EDFAs), we were able to use a record 20 THz optical spectrum with a total of 801 x 25 GHz spaced wavelength channels, each with dual-polarization-256 QAM modulation for high spectral density in all wavelength bands.

The 4-core MCF with standard cladding diameter is attractive for the early adoption of new space-division multiplexing (SDM) fibers in high-throughput and long-distance links since it is compatible with conventional cable infrastructure and is expected to have mechanical reliability compared to standard single-mode fibers. Beyond 5G, an explosive increase in data traffic from new information and communication services is expected and it is, therefore, crucial to demonstrate how new fibers can meet this demand. It is hoped that this result will help the realization of new communication systems able to support new bandwidth-hungry services.

Future Prospects

NICT will continue to promote research and development of advanced optical fibers for both near and long-term applications, seeking continuous improvement in optical communication systems for the benefit of society. They will further develop wide-band transmission systems and explore technologies for additional increases in transmission capacity of low-core-count multi-core fibers and other novel fibers. NICT will also aim to extend the transmission range of ultra-high-capacity systems.

The paper containing these results was presented at the International Conference on Laser and Electro-Optics (CLEO) 2022, (Sunday, May 15 to Friday, May 20), one of the largest international conferences related to optical devices and systems, having been selected as a postdeadline paper. The post-deadline session is a special session at the end of the conference to showcase the latest important research achievements and was held on Thursday, May 19 at the local time of 7 pm.

German prof uses FE for insights into how plesiosaurs swam underwater

Plesiosaurs are characterized by four uniform flippers. It was possible to reconstruct whether they used these in a rowing or flying motion underwater thanks to a combination of paleontological and engineering methods.

Plesiosaurs, which lived about 210 million years ago, adapted to life underwater uniquely: their front and hind legs evolved in the course of evolution to form four uniform, wing-like flippers. In her thesis supervised at Ruhr-Universität Bochum and the University of Bonn, Dr. Anna Krahl investigated how they used these to move through the water. Partly by using the finite element method, which is widely used in engineering, she was able to show that it was necessary to twist the flippers to travel forward. She was able to reconstruct the movement sequence using bones, models, and reconstructions of the muscles. To reconstruct the muscles, Anna Krahl (front) and Ulrich Witzel used a model made from bone replicas and material from the hardware store. This analog model consists of molds of the fore- and hind flippers, wooden slats, chandelier clamps, eyelets and ropes. © Privat

Plesiosaurs belong to a group of saurians called Sauropterygia, or paddle lizards, that re-adapted to living in the oceans. They evolved in the late Triassic 210 million years ago, lived at the same time as the dinosaurs, and became extinct at the end of the Cretaceous period. Plesiosaurs are characterized by an often extremely elongated neck with a small head – the elasmosaurs even have the longest neck of all vertebrates. But there were also large predatory forms with rather short necks and huge skulls. In all plesiosaurs, the neck is attached to a teardrop-shaped, hydrodynamically well-adapted body with a markedly shortened tail.

Researchers have puzzled for 120 years how plesiosaurs swam

The second feature that makes plesiosaurs so unusual is their four uniform wing-like flippers. “Having the front legs transformed into wing-like flippers is relatively common in evolution, for instance in sea turtles. Never again, however, did the hind legs evolve into an almost identical-looking airfoil-like wing,” explains Anna Krahl, whose doctoral thesis was supervised by Professor P. Martin Sander (Bonn) and Professor Ulrich Witzel (Bochum). Sea turtles and penguins, for example, have webbed feet. For more than 120 years, researchers in vertebrate paleontology have puzzled over how plesiosaurs might have swum with these four wings. Did they row like freshwater turtles or ducks? Did they fly underwater like sea turtles and penguins? Or did they combine underwater flight and rowing like modern-day sea lions or the pig-nosed turtle? It is also unclear whether the front and rear flippers were flapped in unison, in opposition, or out of phase.

Anna Krahl has been studying the body structure of plesiosaurs for several years. She examined the bones of the shoulder and pelvic girdle, the front, and hind flippers, and the shoulder joint surfaces of the plesiosaur Cryptoclidus eurymerus from the Middle Jurassic period (about 160 million years ago) on a complete skeleton displayed in the Goldfuß Museum of the University of Bonn. Plesiosaurs have stiffened elbow, knee, hand, and ankle joints, but functioning shoulder, hip, and finger joints. “Analysis comparing them to modern-day sea turtles, and based on what is known about their swimming process, indicated that plesiosaurs were probably not able to rotate their flippers as much as would be necessary for rowing,” concludes Krahl, summarizing one of her preliminary papers. Rowing is primarily a back-and-forth motion that uses water resistance to move forward. The preferred direction of flipper movement in plesiosaurs, on the other hand, was up-and-down, as used by underwater fliers to generate propulsion.

The question remained how plesiosaurs could ultimately twist their flippers to place them in a hydrodynamically favorable position and produce lift without rotating the upper arm and thigh around the longitudinal axis. “This could work by means of twisting the flippers around their long axis,” says Anna Krahl. “Other vertebrates, such as the leatherback turtle, have also been shown to use this movement to generate propulsion through the lift.” Twisting, for example, involves bending the first finger far downward and the last finger far upward. The remaining fingers bridge these extreme positions so that the flipper tip is almost vertical without requiring any real rotation in the shoulder or wrist.

A reconstruction of the muscles of the fore- and hind flippers for Cryptoclidus using reptiles alive today showed that plesiosaurs could actively enable such flipper twisting. In addition to classical models, the researchers also made computer tomographies of the humerus and femur of Cryptoclidus and used them to create virtual 3D models. “These digital models were the basis for calculating the forces using a method we borrowed from engineering: the finite element method, or FE,” explains Anna Krahl. All the muscles and their angles of attachment on the humerus and femur were virtually reproduced in an FE computer program that can simulate physiological functional loads, for example on construction components but also on prostheses. Based on muscle force assumptions from a similar study on sea turtles, the team was able to calculate and visualize the loading on each bone.

Twisting of the flippers can be proven indirectly

During a movement cycle, the limb bones are loaded by compression, tension, bending, and torsion. “The FE analyses showed that the humerus and femur in the flippers are functionally loaded mainly by compression and to a much lesser extent by tensile stress,” Anna Krahl explains. “This means that the plesiosaur built its bones by using as little material as necessary.” This natural state can only be maintained if the muscles that twist the flippers and the muscles that wrap around the bone are included. "We can therefore indirectly prove that plesiosaurs twisted their flippers to swim efficiently," Anna Krahl sums up.

The team was also able to calculate forces for the individual muscles that generated the upstroke and downstroke. For instance, it transpired that the downstroke of both pairs of flippers was more powerful than the upstroke. This is comparable to our sea turtles today and different from today's penguins, which move forward the same distance with the upstroke as with the downstroke. "Plesiosaurs adapted to life in water in a very different way than whales, for example," notes Anna Krahl, who now works at the Eberhard Karls University in Tübingen, Germany. "This unique path of evolution exemplifies the importance of paleontological research because it’s the only way we can appreciate the full range of what evolution can bring about."