2,379 results on '"Weiss, George"'
Search Results
2. Air quality and public health co-benefits of 100% renewable electricity adoption and electrification pathways in Los Angeles
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Li, Yun, Ravi, Vikram, Heath, Garvin, Zhang, Jiachen, Vahmani, Pouya, Lee, Sang-Mi, Zhang, Xinqiu, Sanders, Kelly T, and Ban-Weiss, George A
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Earth Sciences ,Atmospheric Sciences ,Environmental Sciences ,Pollution and Contamination ,Affordable and Clean Energy ,Climate Action ,climate change ,renewable energy adoption ,air quality ,public health ,Los Angeles ,Meteorology & Atmospheric Sciences - Abstract
To demonstrate how a mega city can lead in decarbonizing beyond legal mandates, the city of Los Angeles (LA) developed science-based, feasible pathways towards utilizing 100% renewable energy for its municipally-owned electric utility. Aside from decarbonization, renewable energy adoption can lead to co-benefits such as improving urban air quality from reductions in combustion-related emissions of oxides of nitrogen (NOx), primary fine particulate matter (PM2.5) and others. Herein, we quantify changes to air pollutant concentrations and public health from scenarios of 100% renewable electricity adoption in LA in 2045, alongside aggressive electrification of end-use sectors. Our analysis suggests that while ensuring reliable electricity supply, reductions in emissions of air pollutants associated with the 100% renewable electricity scenarios can lead to 8% citywide reductions of PM2.5 concentration while increasing ozone concentration by 5% relative to a 2012 baseline year, given identical meteorology conditions. The combination of these concentration changes could result in net monetized public health benefits (driven by avoided deaths) of up to $1.4 billion in year 2045 in LA, results potentially replicable for other city-scale decarbonization scenarios.
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- 2024
3. PI control of stable nonlinear plants using projected dynamical systems
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Lorenzetti, Pietro and Weiss, George
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Mathematics - Optimization and Control - Abstract
This paper presents a novel anti-windup proportional-integral controller for stable multi-input multi-output nonlinear plants. We use tools from projected dynamical systems theory to force the integrator state to remain in a desired (compact and convex) region, such that the plant input steady-state values satisfy the operational constraints of the problem. Under suitable monotonicity assumptions on the plant steady-state input-output map, we use singular perturbation theory results to prove the existence of a sufficiently small controller gain ensuring closed-loop (local) exponential stability and reference tracking for a feasible set of constant references. We suggest a particular controller design, which embeds (when possible) the right inverse of the plant steady-state input-output map. The relevance of the proposed controller scheme is validated through an application in the power systems domain, namely, the output (active and reactive) power regulation for a grid-connected synchronverter.
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- 2022
4. Strong stabilization of (almost) impedance passive systems by static output feedback
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Curtain, Ruth and Weiss, George
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Mathematics - Optimization and Control - Abstract
The plant to be stabilized is a system node $\Sigma$ with generating triple $(A,B,C)$ and transfer function $\bf G$, where $A$ generates a contraction semigroup on the Hilbert space $X$. The control and observation operators $B$ and $C$ may be unbounded and they are not assumed to be admissible. The crucial assumption is that there exists a bounded operator $E$ such that, if we replace ${\bf G}(s)$ by ${\bf G}(s)+E$, the new system $\Sigma_E$ becomes impedance passive. An easier case is when $\bf G$ is already impedance passive and a special case is when \mm $\Sigma$ has colocated sensors and actuators. Such systems include many wave, beam and heat equations with sensors and actuators on the boundary. It has been shown for many particular cases that the feedback $u=-\kappa y+v$, where $u$ is the input of the plant and $\kappa>0$, stabilizes $\Sigma$, strongly or even exponentially. Here, $y$ is the output of \m $\Sigma$ and $v$ is the new input. Our main result is that if for some $E\in{\mathcal L}(U)$, $\Sigma_E$ is impedance passive, and \m $\Sigma$ is approximately observable or approximately controllable in infinite time, then for sufficiently small $\kappa$ the closed-loop system is weakly stable. If, moreover, $\sigma(A)\cap i{\mathbb R}$ is countable, then the closed-loop semigroup and its dual are both strongly stable., Comment: 29 pages
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- 2021
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5. A machine learning framework to estimate residential electricity demand based on smart meter electricity, climate, building characteristics, and socioeconomic datasets
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Peplinski, McKenna, Dilkina, Bistra, Chen, Mo, Silva, Sam J., Ban-Weiss, George A., and Sanders, Kelly T.
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- 2024
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6. The equilibrium points and stability of grid-connected synchronverters
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Lorenzetti, Pietro, Kustanovich, Zeev, Shivratri, Shivprasad, and Weiss, George
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Mathematics - Optimization and Control - Abstract
Virtual synchronous machines are inverters with a control algorithm that causes them to behave towards the power grid like synchronous generators. A popular way to realize such inverters are synchronverters. Their control algorithm has evolved over time, but all the different formulations in the literature share the same "basic control algorithm". We investigate the equilibrium points and the stability of a synchronverter described by this basic algorithm, when connected to an infinite bus. We formulate a fifth order model for a grid-connected synchronverter and derive a necessary and sufficient condition for the existence of equilibrium points. We show that the set of equilibrium points with positive field current is a two-dimensional manifold that can be parametrized by the corresponding pair $(P,Q)$, where $P$ is the active power and $Q$ is the reactive power. This parametrization has several surprizing geometric properties, for instance, the prime mover torque, the power angle and the field current can be seen directly as distances or angles in the $(P,Q)$ plane. In addition, the stable equilibrium points correspond to a subset of a certain angular sector in the $(P,Q)$ plane. Thus, we can predict the stable operating range of a synchronverter from its parameters and from the grid voltage and frequency. Our stability result is based on the intrinsic two time scales property of the system, using tools from singular perturbation theory. We illustrate our theoretical results with two numerical examples.
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- 2021
7. Saturating PI control of stable nonlinear systems using singular perturbations
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Lorenzetti, Pietro and Weiss, George
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Mathematics - Optimization and Control - Abstract
This paper presents an anti-windup PI controller, using a saturating integrator, for a single-input single-output stable nonlinear plant, whose steady-state input-output map is increasing. We prove that, under reasonable assumptions, there exists an upper bound on the controller gain such that for any constant reference input, the corresponding equilibrium point of the closed-loop system is exponentially stable, with a "large" region of attraction. When the state of the closed-loop system converges to this equilibrium point, then the tracking error tends to zero. The closed-loop stability analysis employs Lyapunov methods in the framework of singular perturbations theory. Finally, we show that if the plant satisfies the asymptotic gain property, then the closed-loop system is globally asymptotically stable for any sufficiently small controller gain. The effectiveness of the proposed PI controller is proved by showing how it performs as part of the control algorithm of a synchronverter (a special type of DC to AC power converter).
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- 2021
8. Stabilizability properties of a linearized water waves system
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Su, Pei, Tucsnak, Marius, and Weiss, George
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Mathematics - Analysis of PDEs - Abstract
We consider the strong stabilization of small amplitude gravity water waves in a two dimensional rectangular domain. The control acts on one lateral boundary, by imposing the horizontal acceleration of the water along that boundary, as a multiple of a scalar input function $u$, times a given function $h$ of the height along the active boundary. The state $z$ of the system consists of two functions: the water level $\zeta$ along the top boundary, and its time derivative $\dot\zeta$. We prove that for suitable functions $h$, there exists a bounded feedback functional $F$ such that the feedback $u=Fz$ renders the closed-loop system strongly stable. Moreover, for initial states in the domain of the semigroup generator, the norm of the solution decays like $(1+t)^{-\frac{1}{6}}$. Our approach uses a detailed analysis of the partial Dirichlet to Neumann and Neumann to Neumann operators associated to certain edges of the rectangular domain, as well as recent abstract non-uniform stabilization results by Chill, Paunonen, Seifert, Stahn and Tomilov (2019).
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- 2020
9. Self-cleaning and de-pollution efficacies of photocatalytic architectural membranes
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Tang, Xiaochen, Rosseler, Olivier, Chen, Sharon, de l’Aulnoit, Sébastien Houzé, Lussier, Michael J, Zhang, Jiachen, Ban-Weiss, George, Gilbert, Haley, Levinson, Ronnen, and Destaillats, Hugo
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Chemical Engineering ,Engineering ,Chemical Sciences ,Physical Chemistry ,Photocatalytic membranes ,Cool wall ,ISO standard 22197-1 ,de-NOx ,Soot ,Aging ,Physical Chemistry (incl. Structural) ,Environmental Engineering ,Physical chemistry ,Chemical engineering ,Environmental engineering - Abstract
Photocatalytic self-cleaning “cool” roofs and walls can maintain high albedos, saving building cooling energy, reducing peak power demand, and mitigating the urban heat island effect. Other environmental benefits result from their de-polluting properties. Specimens from two different photocatalytic architectural membranes and a non-photocatalytic control were exposed alongside vertically, facing west, for two years at three California sites, and retrieved quarterly for testing. Photocatalytic materials showed excellent self-cleaning performance, retaining albedos of 0.74 – 0.75. By contrast, the control material exhibited an albedo loss of up to 0.10, with appreciable soiling observed by scanning electron microscopy. De-pollution capacity was assessed by quantifying NO removal and NOx deposition rates at 60 °C. Efficacy varied with exposure location, weather conditions, and the nature of the photocatalytic material. Seasonal effects were observed, with partial inhibition during the dry season and reactivation during the rainy season.
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- 2021
10. Solving the regulator problem for the one-dimensional Schrodinger equation via backstepping
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Zhou, Hua-Cheng and Weiss, George
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Mathematics - Optimization and Control ,Mathematics - Functional Analysis - Abstract
We investigate the regulator problem (tracking and disturbance rejection) for a system (plant) described by a boundary controlled anti-stable linear one-dimensional Schrodinger equation, using the backstepping approach. The output to be controlled is not required to be measurable and its observation operator is assumed to be admissible for a certain operator semigroup that is related to the operator semigroup of the original plant. We consider both the state feedback and the output feedback regulator problem. In the latter case, the measurement from the Schrodinger equation is taken at the boundary. First we show that the open-loop system is well-posed. We design a state feedback control law that solves the regulator problem by the backstepping method. Then, a finite-dimensional reference observer and an infinite-dimensional disturbance observer are designed. Putting these together, we obtain an output feedback controller with internal loop that achieves output regulation., Comment: This appeared in "Pure and Applied Functional Analysis", published by Yokohama Publishers
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- 2019
11. Minimal order controllers for output regulation of nonlinear systems
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Natarajan, Vivek and Weiss, George
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Mathematics - Optimization and Control - Abstract
This paper is about the nonlinear local error feedback regulator problem. The plant is a nonlinear finite-dimensional system with a single control input and a single output and it is locally exponentially stable around the origin. The plant is driven, via a separate disturbance input, by a Lyapunov stable exosystem whose states are nonwandering. The reference signal that the plant output must track is a nonlinear function of the exosystem state. The local error feedback regulator problem is to design a dynamic feedback controller, with the tracking error as its input, such that (i) the closed-loop system of the plant and the controller is locally exponentially stable, and (ii) the tracking error tends to zero for all sufficiently small initial conditions of the plant, the controller and the exosystem. Under the assumption that the above regulator problem is solvable, we propose a nonlinear controller whose order is relatively small - typically equal to the order of the exosystem, and which solves the regulator problem. The emphasis is on the low order of the controller. The stability assumption on the plant (which can be relaxed to some extent) is crucial for making it possible to design a low order controller. We will show, under certain assumptions, that our proposed controller is of minimal order. Three examples are presented - the first illustrates our controller design procedure using an exosystem whose trajectories are periodic even though the state operator of the linearized exosystem contains a nontrivial Jordan block. The second example is more involved, and shows that sometimes a nontrivial immersion of the exosystem is needed in the design. The third example, based on output voltage regulation for a boost power converter, shows how the regulator equations may reduce to a first order PDE with no given boundary conditions, but which nevertheless has a locally unique solution., Comment: 33 pages, 6 figures
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- 2019
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12. Ambient temperature and air pollution associations with suicide and homicide mortality in California: A statewide case-crossover study
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Rahman, Md Mostafijur, Lorenzo, Melissa, Ban-Weiss, George, Hasan, Zainab, Azzouz, Mehjar, Eckel, Sandrah P., Conti, David V., Lurmann, Fred, Schlaerth, Hannah, Johnston, Jill, Ko, Joseph, Palinkas, Lawrence, Hurlburt, Michael, Silva, Sam, Gauderman, W. James, McConnell, Rob, and Garcia, Erika
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- 2023
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13. Almost global stability results for a class of singularly perturbed systems
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Lorenzetti, Pietro and Weiss, George
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- 2023
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14. Does socioeconomic and environmental burden affect vulnerability to extreme air pollution and heat? A case-crossover study of mortality in California
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Azzouz, Mehjar, primary, Hasan, Zainab, additional, Rahman, Md Mostafijur, additional, Gauderman, W. James, additional, Lorenzo, Melissa, additional, Lurmann, Frederick W., additional, Eckel, Sandrah P., additional, Palinkas, Lawrence, additional, Johnston, Jill, additional, Hurlburt, Michael, additional, Silva, Sam J., additional, Schlaerth, Hannah, additional, Ko, Joseph, additional, Ban-Weiss, George, additional, McConnell, Rob, additional, Stockfelt, Leo, additional, and Garcia, Erika, additional
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- 2024
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15. De-pollution efficacy of photocatalytic roofing granules
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Tang, Xiaochen, Ughetta, Lara, Shannon, Simon K, de l’Aulnoit, Sébastien Houzé, Chen, Sharon, Gould, Rachael AT, Russell, Marion L, Zhang, Jiachen, Ban-Weiss, George, Everman, Rebecca LA, Klink, Frank W, Levinson, Ronnen, and Destaillats, Hugo
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Chemical Engineering ,Engineering ,Asphalt roofing shingle ,Titanium dioxide ,Aging ,Weathering ,NOx ,Nitrate ,Environmental Science and Management ,Architecture ,Building ,Building & Construction ,Built environment and design - Abstract
Photocatalytic building surfaces can harness sunlight to reduce urban air pollution. The NOx abatement capacity of TiO2-coated granules used in roofing products was evaluated for commercial product development. A laboratory test chamber and ancillary setup were built following conditions prescribed by ISO Standard 22197-1. It was validated by exposing reference P25-coated aluminum plates to a 3 L min−1 air flow enriched in 1 ppm NO under UVA irradiation (360 nm, 11.5 W m−2). We characterized prototype granule-surfaced asphalt shingles and loose granules prepared with different TiO2 loadings and post-treatment formulations. Tests performed at surface temperatures of 25 and 60 °C showed that NOx abatement was more effective at the higher temperature. Preliminary tests explored the use of 1 ppm NO2 and of 1 ppm and 0.3 ppm NO/NO2 mixtures. Specimens were aged in a laboratory accelerated weathering apparatus, and by exposure to the outdoor environment over periods that included dry and rainy seasons. Laboratory aging led to higher NO removal and NO2 formation rates, and the same catalyst activation was observed after field exposure with frequent precipitation. However, exposure during the dry season reduced the performance. This inactivation was mitigated by cleaning the surface of field-exposed specimens. Doubling the TiO2 loading led to a 50–150% increase in NO removal and NOx deposition rates. Application of different post-treatment coatings decreased NO removal rates (21–35%) and NOx deposition rates (26–74%) with respect to untreated granules. The mass balance of nitrogenated species was assessed by extracting granules after UV exposure in a 1 ppm NO-enriched atmosphere.
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- 2019
16. Investigating the Urban Air Quality Effects of Cool Walls and Cool Roofs in Southern California
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Zhang, Jiachen, Li, Yun, Tao, Wei, Liu, Junfeng, Levinson, Ronnen, Mohegh, Arash, and Ban-Weiss, George
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Earth Sciences ,Atmospheric Sciences ,Environmental Sciences ,Pollution and Contamination ,Climate-Related Exposures and Conditions ,Air Pollutants ,Air Pollution ,Los Angeles ,Ozone ,Particulate Matter - Abstract
Solar reflective cool roofs and walls can be used to mitigate the urban heat island effect. While many past studies have investigated the climate impacts of adopting cool surfaces, few studies have investigated their effects on air pollution, especially on particulate matter (PM). This research for the first time investigates the influence of widespread deployment of cool walls on urban air pollutant concentrations, and systematically compares cool wall to cool roof effects. Simulations using a coupled meteorology-chemistry model (WRF-Chem) for a representative summertime period show that cool walls and roofs can reduce urban air temperatures, wind speeds, and planetary boundary heights in the Los Angeles Basin. Consequently, increasing wall (roof) albedo by 0.80, an upper bound scenario, leads to maximum daily 8-h average ozone concentration reductions of 0.35 (0.83) ppbv in Los Angeles County. However, cool walls (roofs) increase daily average PM2.5 concentrations by 0.62 (0.85) μg m-3. We investigate the competing processes driving changes in concentrations of speciated PM2.5. Increases in primary PM (elemental carbon and primary organic aerosols) concentrations can be attributed to reductions in ventilation of the Los Angeles Basin. Increases in concentrations of semivolatile species (e.g., nitrate) are mainly driven by increases in gas-to-particle conversion due to reduced atmospheric temperatures.
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- 2019
17. Solar-Reflective “Cool” Walls: Benefits, Technologies, and Implementation
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Levinson, Ronnen, Ban-Weiss, George, Berdahl, Paul, Chen, Sharon, Destaillats, Hugo, Dumas, Nathalie, Gilbert, Haley, Goudey, Howdy, Houzé de l’Aulnoit, Sébastien, Kleissl, Jan, Kurtz, Benjamin, Li, Yun, Long, Yan, Mohegh, Arash, Nazarian, Negin, Pizzicotti, Matteo, Rosado, Pablo, Russell, Marion, Slack, Jonathan, Tang, Xiaochen, Zhang, Jiachen, and Zhang, Weilong
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cool walls ,cool roofs ,solar reflectance ,albedo ,energy savings ,peak power demand reduction ,urban cooling ,heat island mitigation ,natural exposure ,paint ,cladding ,fluorescent pigments ,retroreflectors ,guildelines ,building energy standards ,green building programs ,utility incentives ,EnergyPlus ,TUF-IOBES ,WRF - Abstract
Raising the albedo (solar reflectance) of a building’s walls reduces unwanted solar heat gain in the cooling season. This saves electricity and lowers peak power demand by decreasing the need for air conditioning. It can also cool the outside air, which can mitigate the urban heat island effect and also improve air quality by slowing the reactions that produce smog. This project quantified the energy savings, peak demand reduction, urban cooling, and air quality improvements attainable from solar-reflective “cool” walls in California; collaborated with industry to assess the performance of existing cool-wall technologies, and to develop innovative cool-wall solutions; and worked with state and federal government agencies, utilities, and industry to create a cool-wall infrastructure, including application guidelines, a product rating program, incentives, and building code credits.Simulations indicate that cool walls provide annual energy savings, peak demand reduction, annual emission reduction, and summer heat island mitigation benefits comparable to those yielded by cool roofs, and are helpful across California and in most of the southern half of the United States (that is, in U.S. climate zones 1—4). Natural exposure trials conducted at three sites in California and another three sites across the United States indicate that cool-wall materials tend to stay clean and reflective. Significant advances were made in novel cool-wall technologies, such as fluorescent cool pigments that expand the color palette for cool-wall products. We prepared guidelines for the climate- and building-appropriate use of cool walls, convened a stakeholder workshop, and created a working group. Ongoing efforts seek to introduce or expand cool-wall provisions in building energy standards, green building programs, and energy efficiency incentive programs, and to develop a cool-wall product rating system.
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- 2019
18. Monitoring the Urban Heat Island Effect and the Efficacy of Future Countermeasures
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Levinson, Ronnen, Ban-Weiss, George, Chen, Sharon, Gilbert, Haley, Goudey, Howdy, Ko, Joseph, Li, Yun, Mohegh, Arash, Rodriguez, Angie, Slack, Jonathan, Taha, Haider, Tang, Tianbo, and Zhang, Jaichen
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Urban Heat Islands ,Urban Cool islands ,land-use and land-cover ,intra-urban temperature variability ,mobile transects ,personal weather stations ,stationary weather monitor ,fine-scale meteorological model - Abstract
To relate fine-scale spatial air-temperature variations in local urban heat islands and urban cool islands—increases and decreases in outside air temperature—within a large urban-climate archipelago to variations in land-use and land-cover properties in the Los Angeles Basin, the research team sought to (a) use fine-resolution meso-urban climate models to identify areas of urban heat and cool islands, select sites for fixed weather monitoring, and choose routes for mobile observations; (b) relate observed intraurban temperature variations to land use and landcover and surface physical properties; and (c) calibrate/validate the climate models. The research team assessed urban temperature variations via simulations and observations, including mobile transects, mesonet, dense networks of personal weather stations, and sparsebut more accurate research-grade monitors. To identify the causative factors of the urban heat and cool islands at the neighborhood scale, the research team collected detailed urban morphometric and land use and land cover datasets, such as 1-meter (3.3 foot) resolution roof albedo (solar reflectance) and tree canopy cover. The research team used the observationvalidated model to finalize the transect routes and site the stationary monitors. This study provides the first observational evidence from analysis of high-spatial-density weather stations that increases in roof albedo at neighborhood scale are associated with reductions in near-surface air temperature. This finding was corroborated with the analysisfrom mobile transect measurements and correlation of observed air temperature with neighborhood-scale albedo and vegetation. This correlation revealed a cooling effect from areawide increase in albedo or canopy cover or both. The calibrated meteorological model accurately identified the localized urban heat and cool islands observed in this study. Interested stakeholders/researchers can use the same models and calibration/validation methodology to characterize within-city microclimate variations elsewhere in California, and can apply them to analyze the benefits from using urban heat island countermeasures.This project report is an extended and more detailed version of a related report prepared for California’s Fourth Climate Change Assessment.
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- 2019
19. Observational Evidence of Neighborhood Scale Reductions in Air Temperature Associated with Increases in Roof Albedo
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Mohegh, Arash, Levinson, Ronnen, Taha, Haider, Gilbert, Haley, Zhang, Jiachen, Li, Yun, Tang, Tianbo, and Ban-Weiss, George A
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Clinical Research ,Life on Land - Abstract
The effects of neighborhood-scale land use and land cover (LULC) properties on observed air temperatures are investigated in two regions within Los Angeles County: Central Los Angeles and the San Fernando Valley (SFV). LULC properties of particular interest in this study are albedo and tree fraction. High spatial density meteorological observations are obtained from 76 personal weather-stations. Observed air temperatures were then related to the spatial mean of each LULC parameter within a 500 m radius "neighborhood" of each weather station, using robust regression for each hour of July 2015. For the neighborhoods under investigation, increases in roof albedo are associated with decreases in air temperature, with the strongest sensitivities occurring in the afternoon. Air temperatures at 14:00-15:00 local daylight time are reduced by 0.31 °C and 0.49 °C per 1 MW increase in daily average solar power reflected from roofs per neighborhood in SFV and Central Los Angeles, respectively. Per 0.10 increase in neighborhood average albedo, daily average air temperatures were reduced by 0.25 °C and 1.84 °C. While roof albedo effects on air temperature seem to exceed tree fraction effects during the day in these two regions, increases in tree fraction are associated with reduced air temperatures at night.
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- 2018
20. A class of incrementally scattering-passive nonlinear systems
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Singh, Shantanu, Weiss, George, and Tucsnak, Marius
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- 2022
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21. Output feedback exponential stabilization for 1-D unstable wave equations with boundary control matched disturbance
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Zhou, Hua-Cheng and Weiss, George
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Mathematics - Optimization and Control ,37L15, 93D15, 93B51, 93B52 - Abstract
We study the output feedback exponential stabilization of a one-dimensional unstable wave equation, where the boundary input, given by the Neumann trace at one end of the domain, is the sum of the control input and the total disturbance. The latter is composed of a nonlinear uncertain feedback term and an external bounded disturbance. Using the two boundary displacements as output signals, we design a disturbance estimator that does not use high gain. It is shown that the disturbance estimator can estimate the total disturbance in the sense that the estimation error signal is in $L^2[0,\infty)$. Using the estimated total disturbance, we design an observer whose state is exponentially convergent to the state of original system. Finally, we design an observer-based output feedback stabilizing controller. The total disturbance is approximately canceled in the feedback loop by its estimate. The closed-loop system is shown to be exponentially stable while guaranteeing that all the internal signals are uniformly bounded., Comment: Full Version
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- 2017
22. Output feedback exponential stabilization of a nonlinear 1-D wave equation with boundary input
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Zhou, Hua-Cheng and Weiss, George
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Mathematics - Optimization and Control ,37L15, 93D15, 93B51, 93B52 - Abstract
This paper develops systematically the output feedback exponential stabilization for a one-dimensional unstable/anti-stable wave equation where the control boundary suffers from both internal nonlinear uncertainty and external disturbance. Using only two displacement signals, we propose a disturbance estimator that not only can estimate successfully the disturbance in the sense that the error is in $L^2(0,\infty)$ but also is free high-gain. With the estimated disturbance, we design a state observer that is exponentially convergent to the state of original system. An observer-based output feedback stabilizing control law is proposed. The disturbance is then canceled in the feedback loop by its approximated value. The closed-loop system is shown to be exponentially stable and it can be guaranteed that all internal signals are uniformly bounded., Comment: Proc. of the IFAC World Congress, Toulouse,France, July 2017
- Published
- 2017
23. Systematic Comparison of the Influence of Cool Wall versus Cool Roof Adoption on Urban Climate in the Los Angeles Basin
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Zhang, Jiachen, Mohegh, Arash, Li, Yun, Levinson, Ronnen, and Ban-Weiss, George
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Earth Sciences ,Atmospheric Sciences ,Climate Action ,Cold Temperature ,Hot Temperature ,Los Angeles ,Temperature ,Weather ,Environmental Sciences - Abstract
This study for the first time assesses the influence of employing solar reflective "cool" walls on the urban energy budget and summertime climate of the Los Angeles basin. We systematically compare the effects of cool walls to cool roofs, a heat mitigation strategy that has been widely studied and employed, using a consistent modeling framework (the Weather Research and Forecasting model). Adoption of cool walls leads to increases in urban grid cell albedo that peak in the early morning and late afternoon, when the ratio of solar radiation onto vertical walls versus horizontal surfaces is at a maximum. In Los Angeles County, daily average increase in grid cell reflected solar radiation from increasing wall albedo by 0.80 is 9.1 W m-2, 43% of that for increasing roof albedo. Cool walls reduce canyon air temperatures in Los Angeles by 0.43 K (daily average), with the peak reduction (0.64 K) occurring at 09:00 LST and a secondary peak (0.53 K) at 18:00 LST. Per 0.10 wall (roof) albedo increase, cool walls (roofs) can reduce summertime daily average canyon air temperature by 0.05 K (0.06 K). Results reported here can be used to inform policies on urban heat island mitigation or climate change adaptation.
- Published
- 2018
24. Air-Temperature Response to Neighborhood-Scale Variations in Albedo and Canopy Cover in the Real World: Fine-Resolution Meteorological Modeling and Mobile Temperature Observations in the Los Angeles Climate Archipelago
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Taha, Haider, Levinson, Ronnen, Mohegh, Arash, Gilbert, Haley, Ban-Weiss, George, and Chen, Sharon
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Climate Action - Abstract
To identify and characterize localized urban heat- and cool-island signals embedded within the temperature field of a large urban-climate archipelago, fine-resolution simulations with a modified urbanized version of the WRF meteorological model were carried out as basis for siting fixed weather monitors and designing mobile-observation transects. The goal was to characterize variations in urban heat during summer in Los Angeles, California. Air temperatures measured with a shielded sensor mounted atop an automobile in the summers of 2016 and 2017 were compared to model output and also correlated to surface physical properties focusing on neighborhood-scale albedo and vegetation canopy cover. The study modeled and measured the temperature response to variations in surface properties that already exist in the real world, i.e., realistic variations in albedo and canopy cover that are attainable through current building and urban design practices. The simulated along-transect temperature from a modified urbanized WRF model was compared to the along-transect observed temperature from 15 mobile traverses in one area near downtown Los Angeles and another in an inland basin (San Fernando Valley). The observed transect temperature was also correlated to surface physical properties characterizations that were developed for input to the model. Both comparisons were favorable, suggesting that (1) the model can reliably be used in siting fixed weather stations and designing mobile-transect routes to characterize urban heat and (2) that except for a few cases with opposite co-varying influences, the correlations between observed temperature and albedo and between observed temperature and canopy cover were each negative, ranging from -1.0 to -9.0 °C per 0.1 increase in albedo and from -0.1 to -2.2 °C per 0.1 increase in canopy cover. Observational data from the analysis domains pointed to a wind speed threshold of 3 m/s. Below this threshold the variations in air temperature could be explained by land use and surface properties within a 500-m radius of each observation point. Above the threshold, air temperature was influenced by the properties of the surface within a 1-km upwind fetch. Of relevance to policy recommendations, the study demonstrates the significant real-world cooling effects of increasing urban albedo and vegetation canopy cover. Based on correlations between the observed temperature (from mobile transects) and surface physical properties in the study domains, the analysis shows that neighborhood-scale (500-m) cooling of up to 2.8 °C during the daytime can be achieved by increasing albedo. A neighborhood can also be cooled by up to 2.3 °C during the day and up to 3.3 °C at night by increasing canopy cover. The analysis also demonstrates the suitability of using fine-resolution meteorological models to design mobile-transect routes or site-fixed weather monitors in order to quantify urban heat and the efficacy of albedo and canopy cover countermeasures. The results also show that the model is capable of accurately predicting the geographical locations and the magnitudes of localized urban heat and cool islands. Thus the model results can also be used to devise urban-heat mitigation measures.
- Published
- 2018
25. Energy and environmental consequences of a cool pavement campaign
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Gilbert, Haley E, Rosado, Pablo J, Ban-Weiss, George, Harvey, John T, Li, Hui, Mandel, Benjamin H, Millstein, Dev, Mohegh, Arash, Saboori, Arash, and Levinson, Ronnen M
- Subjects
Civil Engineering ,Engineering ,Built Environment and Design ,Building ,Life cycle assessment ,Cool pavement ,Building energy use ,Heating ,Cooling ,Materials and construction ,Supplementary cementitious materials ,Urban climate ,Global warming potential ,Global cooling ,Building & Construction ,Built environment and design - Abstract
Raising the albedo (solar reflectance) of streets can lower outside air temperature, reduce building energy use, and improve air quality in cities. However, the production and installation of pavement maintenance and rehabilitation treatments with enhanced albedo (“cool” pavements) may entail more or less energy consumption and carbon emission than that of less-reflective treatments. We developed several case studies in which a cool surface treatment is substituted for a more typical treatment (that is, a cool technology is selected instead of a more typical technology). We then assessed over a 50-year analysis period the changes in primary energy demand (PED, excluding feedstock energy) and global warming potential (GWP, meaning carbon dioxide equivalent) in Los Angeles and Fresno, California. The analysis considers two stages of the pavement life cycle: materials and construction (MAC), comprising material production, transport, and construction; and use, scoped as the influence of pavement albedo on cooling, heating, and lighting energy consumption in buildings. In Los Angeles, substituting a styrene acrylate reflective coating or a chip seal for a slurry seal in routine maintenance, or a bonded concrete overlay on asphalt (BCOA) without supplementary cementitious materials (SCM) for mill-and-fill asphalt concrete in conventional or long-life rehabilitation, induced MAC-stage PED and GWP penalties that substantially exceeded use-stage savings, primarily due to material production. Modified rehabilitation cases in which SCM comprised 21% to 50% of the BCOA's total cementitious content by mass (portland cement + SCM) yielded smaller total (MAC + use) PED and GWP penalties, or even total PED and GWP savings. Trends in Fresno were similar, with some differences in GWP outcomes that result from Fresno's longer heating season. The modified rehabilitation cases using BCOA with high SCM content yielded total GWP savings in each city; all other cases yielded total GWP penalties. The magnitude of the one-time GWP offset offered by global cooling from the increased albedo itself always, and sometimes greatly, exceeded the 50-year total GWP penalty or savings. In Los Angeles, the annual building conditioning (cooling + heating) PED and energy cost savings intensities yielded by cool pavements were each about an order of magnitude smaller than the corresponding savings from cool roofs.
- Published
- 2017
26. Integrated multimodel analysis reveals achievable pathways toward reliable, 100% renewable electricity for Los Angeles
- Author
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Cochran, Jaquelin, primary, Denholm, Paul, additional, Mooney, Meghan, additional, Steinberg, Daniel, additional, Hale, Elaine, additional, Heath, Garvin, additional, Palmintier, Bryan, additional, Keyser, David, additional, Oleson, Devonie, additional, Arent, Doug, additional, Horsey, Henry, additional, Fontanini, Anthony, additional, Muratori, Matteo, additional, Jorgenson, Jennie, additional, Ravi, Vikram, additional, Cowiestoll, Brady, additional, Sigrin, Ben, additional, Horowitz, Kelsey, additional, Jain, Himanshu, additional, Irish, Matt, additional, Nicholson, Scott, additional, Ban-Weiss, George, additional, and Cutler, Harvey, additional
- Published
- 2024
- Full Text
- View/download PDF
27. Stability of the integral control of stable nonlinear systems
- Author
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Weiss, George and Natarajan, Vivek
- Subjects
Mathematics - Optimization and Control ,34D23, 93D20, 94C99 - Abstract
PI controllers are the most widespread type of controllers and there is an intuitive understanding that if their gains are sufficiently small and of the correct sign, then they always work. In this paper we try to give some rigorous backing to this claim, under specific assumptions. Let $\bf P$ be a nonlinear system described by $\dot x=f(x,u)$, $y=g(x)$, where the state trajectory $x$ takes values in $R^n$, $u$ and $y$ are scalar and $f,g$ are of class $C^1$. We assume that there is a Lipschitz function $\Xi:[u_{min},u_{max}]\rightarrow R^n$ such that for every constant input $u_0\in[u_{min},u_{max}]$, $\Xi(u_0)$ is an exponentially stable equilibrium point of $\bf P$. We also assume that $G(u)=g(\Xi(u))$, which is the steady state input-output map of $\bf P$, is strictly increasing. Denoting $y_{min}=G(u_{min})$ and $y_{max}=G(u_{max})$, we assume that the reference value $r$ is in $(y_{min},y_{max})$. Our aim is that $y$ should track $r$, i.e., $y\rightarrow r$ as $t\rightarrow\infty$, while the input of $P$ is only allowed to be in $[u_{min},u_{max}]$. For this, we introduce a variation of the integrator, called the saturating integrator, and connect it in feedback with $\bf P$ in the standard way, with gain $k>0$. We show that for any small enough $k$, the closed-loop system is (locally) exponentially stable around an equilibrium point $(Xi(u_r),u_r)$, with a large region of attraction $X_T\subset R^n\times[u_{min},u_{max}]$. When the state $(x(t),u(t))$ of the closed-loop system converges to $(\Xi(u_r),u_r)$, then the tracking error $r-y$ tends to zero. The compact set $X_T$ can be made larger by choosing a larger parameter $T>0$, resulting in smaller $k$., Comment: submitted in July 2016, 8 pages in IEEE 2-column format
- Published
- 2016
- Full Text
- View/download PDF
28. Almost global asymptotic stability of a grid-connected synchronous generator
- Author
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Natarajan, Vivek and Weiss, George
- Subjects
Mathematics - Optimization and Control ,34D23, 93D20, 94C99 - Abstract
We study the global asymptotic behavior of a grid-connected constant field current synchronous generator (SG). The grid is regarded as an "infinite bus", i.e. a three-phase AC voltage source. The generator does not include any controller other than the frequency droop loop. This means that the mechanical torque applied to this generator is an affine function of its angular velocity. The negative slope of this function is the frequency droop constant. We derive sufficient conditions on the SG parameters under which there exist exactly two periodic state trajectories for the SG, one stable and another unstable, and for almost all initial states, the state trajectory of the SG converges to the stable periodic trajectory (all the angles are measured modulo $2\pi$). Along both periodic state trajectories, the angular velocity of the SG is equal to the grid frequency. Our sufficient conditions are easy to check computationally. An important tool in our analysis is an integro-differential equation called the {\em exact swing equation}, which resembles a forced pendulum equation and is equivalent to our fourth order model of the grid-connected SG. Apart from our objective of providing an analytical proof for a global asymptotic behavior observed in a classical dynamical system, a key motivation for this work is the development of synchronverters which are inverters that mimic the behavior of SGs. Understanding the global dynamics of SGs can guide the choice of synchronverter parameters and operation. As an application we find a set of stable nominal parameters for a 500 kW synchronverter., Comment: submitted in October 2015, waiting for reviews, 37 pages
- Published
- 2016
29. Determining black carbon emissions and activity from in-use harbor craft in Southern California
- Author
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Schlaerth, Hannah, Ko, Joseph, Sugrue, Rebecca, Preble, Chelsea, and Ban-Weiss, George
- Published
- 2021
- Full Text
- View/download PDF
30. Air-quality implications of widespread adoption of cool roofs on ozone and particulate matter in southern California
- Author
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Epstein, Scott A, Lee, Sang-Mi, Katzenstein, Aaron S, Carreras-Sospedra, Marc, Zhang, Xinqiu, Farina, Salvatore C, Vahmani, Pouya, Fine, Philip M, and Ban-Weiss, George
- Subjects
Climate-Related Exposures and Conditions ,urban air quality ,albedo ,California Title 24 ,Los Angeles ,urban surface modification - Abstract
The installation of roofing materials with increased solar reflectance (i.e., "cool roofs") can mitigate the urban heat island effect and reduce energy use. In addition, meteorological changes, along with the possibility of enhanced UV reflection from these surfaces, can have complex impacts on ozone and PM2.5 concentrations. We aim to evaluate the air-quality impacts of widespread cool-roof installations prescribed by California's Title 24 building energy efficiency standards within the heavily populated and polluted South Coast Air Basin (SoCAB). Development of a comprehensive rooftop area database and evaluation of spectral reflectance measurements of roofing materials allows us to project potential future changes in solar and UV reflectance for simulations using the Weather Research Forecast and Community Multiscale Air Quality (CMAQ) models. 2012 meteorological simulations indicate a decrease in daily maximum temperatures, daily maximum boundary layer heights, and ventilation coefficients throughout the SoCAB upon widespread installation of cool roofs. CMAQ simulations show significant increases in PM2.5 concentrations and policy-relevant design values. Changes in 8-h ozone concentrations depend on the potential change in UV reflectance, ranging from a decrease in population-weighted concentrations when UV reflectance remains unchanged to an increase when changes in UV reflectance are at an upper bound. However, 8-h policy-relevant ozone design values increase in all cases. Although the other benefits of cool roofs could outweigh small air-quality penalties, UV reflectance standards for cool roofing materials could mitigate these negative consequences. Results of this study motivate the careful consideration of future rooftop and pavement solar reflectance modification policies.
- Published
- 2017
31. Modeling the climate impacts of deploying solar reflective cool pavements in California cities
- Author
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Mohegh, Arash, Rosado, Pablo, Jin, Ling, Millstein, Dev, Levinson, Ronnen, and Ban‐Weiss, George
- Subjects
Climate Action ,Atmospheric Sciences ,Physical Geography and Environmental Geoscience - Abstract
Solar reflective “cool pavements” have been proposed as a potential heat mitigation strategy for cities. However, previous research has not systematically investigated the extent to which cool pavements could reduce urban temperatures. In this study we investigated the climate impacts of widespread deployment of cool pavements in California cities. Using the Weather Research and Forecasting model, we simulated the current climate of California at 4 km spatial resolution. Comparing this simulation to 105 weather stations in California suggested an overall mean bias (model minus observation) of -0.30°C. Widespread pavement albedo increases of 0.1 and 0.4 in California cities were then simulated. Comparing temperature reductions for each scenario showed that the climate response to pavement albedo modification was nearly linear. Temperature reductions at 14:00 local standard time were found to be 0.32°C per 0.1 increase in grid cell average albedo. Temperature reductions were found to peak in the late morning and evening when (a) boundary layer heights were low and (b) solar irradiance (late morning) and heat accumulation in the pavement (evening) was high. Temperature reductions in summer were found to exceed those in winter, as expected. After scaling the results using realistic data-derived urban canyon morphologies and an off-line urban canyon albedo model, annual average surface air temperature reductions from increasing pavement albedo by 0.4 ranged from 0.18°C (Palm Springs) to 0.86°C (San Jose). The variation among cities was due to differences in baseline climate, size of the city, urban fraction, and urban morphology.
- Published
- 2017
32. Life-Cycle Assessment and Co-Benefits of Cool Pavements
- Author
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Levinson, Ronnen, Gilbert, Haley, Jin, Ling, Mandel, Benjamin, Millstein, Dev, Rosado, Pablo, Harvey, John, Kendall, Alissa, Li, Hui, Saboori, Arash, Lea, Jon, Ban-Weiss, George, Mohegh, Arash, and Santero, Nicholas
- Published
- 2017
33. Influence of street setbacks on solar reflection and air cooling by reflective streets in urban canyons
- Author
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Rosado, Pablo J, Ban-Weiss, George, Mohegh, Arash, and Levinson, Ronnen M
- Subjects
Climate Action ,Engineering ,Built Environment and Design ,Energy - Abstract
The ability of a climate model to accurately simulate the urban cooling effect of raising street albedo may be hampered by unrealistic representations of street geometry in the urban canyon. Even if the climate model is coupled to an urban canyon model (UCM), it is hard to define detailed urban geometries in UCMs. In this study, we relate simulated surface air temperature change to canyon albedo change. Using this relationship, we calculate scaling factors to adjust previously obtained surface air temperature changes that were simulated using generic canyon geometries. The adjusted temperature changes are obtained using a proposed multi-reflection urban canyon albedo model (UCAM), avoiding the need to rerun computationally expensive climate models. The adjusted temperature changes represent those that would be obtained from simulating with city-specific (local) geometries. Local urban geometries are estimated from details of the city's building stock and the city's street design guidelines. As a case study, we calculated average citywide seasonal scaling factors for realistic canyon geometries in Sacramento, California based on street design guidelines and building stock. The average scaling factors are multipliers used to adjust air temperature changes previously simulated by a Weather Research and Forecasting model coupled to an urban canyon model in which streets extended from wall to wall (omitting setbacks, such as sidewalks and yards). Sacramento's scaling factors ranged from 2.70 (summer) to 3.89 (winter), demonstrating the need to consider the actual urban geometry in urban climate studies.
- Published
- 2017
34. Synchronverters With Damper Windings to Attenuate Power Oscillations in Grids
- Author
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Yin, Hang, Kustanovich, Zeev, Lin, Jyun, and Weiss, George
- Abstract
Synchronous generators (SGs) have damper windings on their rotor that help to dampen the oscillations. Virtual synchronous machines (VSMs) are inverters that emulate the behavior of SGs. Usually, these have no damper windings, instead they make use of fast frequency droop to help maintain the power balance in the grid and also for the damping of unwanted oscillations. The drawback is that the inverter is required to be able to inject or absorb extra power, depending on the grid frequency. We propose a simple model of a damper winding that can be added to the control algorithm of a VSM. A precise model of the damper windings present in an SG is complicated and necessities several additional state variables. Instead, we propose a very simple but effective approximation, where the virtual damper winding torque
is derived directly from the existing state variables of the VSM and its terminal voltages. There is no need for a phase-locked loop (PLL) to estimate the grid frequency$T_{w}$ , even though,${\omega }_{g}$ depends on the difference between the internal frequency$T_{w}$ and${\omega }$ . The analysis is based on a simplified model of a synchronverter. The proposed algorithm has been verified both by simulations and microgrid experiments. The performance of the proposed algorithm has been compared to the performance of two other recently proposed algorithms, which use a damping torque in addition to frequency droop, and which also do not rely on a PLL for this.${\omega }_{g}$ - Published
- 2024
- Full Text
- View/download PDF
35. Next-Generation Factory-Produced Cool Asphalt Shingles: Phase 1 Final Report
- Author
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Levinson, Ronnen M, Chen, Sharon S, Ban-Weiss, George A, Gilbert, Haley E, Berdahl, Paul H, Rosado, Pablo J, Destaillats, Hugo, Sleiman, Mohamad, and Kirchstetter, Thomas W
- Abstract
As the least expensive category of high-slope roofing in the U.S., shingles are found on the roofs of about 80% of U.S. homes, and constitute about 80% (by product area) of this market. Shingles are also among the least reflective high-slope roofing products, with few cool options on the market. The widespread use of cool roofs in the two warmest U.S. climate zones could reduce annual residential cooling energy use in these zones by over 7%. This project targets the development of high-performance cool shingles with initial solar reflectance at least 0.40 and a cost premium not exceeding US$0.50/ft².Phase 1 of the current study explored three approaches to increasing shingle reflectance. Method A replaces dark bare granules by white bare granules to enhance the near-infrared reflectance attained with cool pigments. Method B applies a white basecoat and a cool-color topcoat to a shingle surfaced with dark bare granules. Method C applies a visually clear, NIR-reflecting surface treatment to a conventionally colored shingle. Method A was the most successful, but our investigation of Method B identified roller coating as a promising top-coating technique, and ourstudy of Method C developed a novel approach based on a nanowire mesh.Method A yielded red, green, brown, and black faux shingles with solar reflectance up to 0.39 with volumetric coloration. Since the base material is white, these reflectances can readily be increased by using less pigment. The expected cost premium for Method A shingles is less than our target limit of $0.50/ft², and would represent less than a 10% increase in the installed cost of a shingle roof. Using inexpensive but cool (spectrally selective) iron oxide pigments to volumetrically colorwhite limestone synthesized from sequestered carbon and seawater appears to offer high albedo at low cost.In Phase 2, we plan to refine the cool shingle prototypes, manufacture cool granules, and manufacture and market high-performance cool shingles.
- Published
- 2016
36. Integral Control of Stable MIMO Nonlinear Systems with Input Constraints
- Author
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Lorenzetti, Pietro and Weiss, George
- Published
- 2021
- Full Text
- View/download PDF
37. Strong stabilization of small water waves in a pool
- Author
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Su, Pei, Tucsnak, Marius, and Weiss, George
- Published
- 2021
- Full Text
- View/download PDF
38. Integral control of stable nonlinear systems based on singular perturbations
- Author
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Lorenzetti, Pietro, Weiss, George, and Natarajan, Vivek
- Published
- 2020
- Full Text
- View/download PDF
39. Virtual synchronous machines with fast current loop
- Author
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Shivratri, Shivprasad, Kustanovich, Zeev, Weiss, George, and Shani, Benny
- Published
- 2020
- Full Text
- View/download PDF
40. Non-linear damping for scattering-passive systems in the Maxwell class
- Author
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Singh, Shantanu, Weiss, George, and Tucsnak, Marius
- Published
- 2020
- Full Text
- View/download PDF
41. Projected Incrementally Scattering Passive Systems on Closed Convex Sets
- Author
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Singh, Shantanu, primary and Weiss, George, additional
- Published
- 2024
- Full Text
- View/download PDF
42. Saturating Integral Control for Infinite-Dimensional Linear Systems
- Author
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Lorenzetti, Pietro, primary, Paunonen, Lassi, additional, Vanspranghe, Nicolas, additional, and Weiss, George, additional
- Published
- 2023
- Full Text
- View/download PDF
43. A stability theorem for networks containing synchronous generators
- Author
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Weiss, George, Dörfler, Florian, and Levron, Yoash
- Published
- 2019
- Full Text
- View/download PDF
44. Potential energy and climate benefits of super-cool materials as a rooftop strategy
- Author
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Baniassadi, Amir, Sailor, David J., and Ban-Weiss, George A.
- Published
- 2019
- Full Text
- View/download PDF
45. The impact of heat mitigation strategies on the energy balance of a neighborhood in Los Angeles
- Author
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Taleghani, Mohammad, Crank, Peter J., Mohegh, Arash, Sailor, David J., and Ban-Weiss, George A.
- Published
- 2019
- Full Text
- View/download PDF
46. Evaluating the ENVI-met microscale model for suitability in analysis of targeted urban heat mitigation strategies
- Author
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Crank, Peter J., Sailor, David J., Ban-Weiss, George, and Taleghani, Mohammad
- Published
- 2018
- Full Text
- View/download PDF
47. Impact of particulate matter (PM) emissions from ships, locomotives, and freeways in the communities near the ports of Los Angeles (POLA) and Long Beach (POLB) on the air quality in the Los Angeles county
- Author
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Mousavi, Amirhosein, Sowlat, Mohammad H., Hasheminassab, Sina, Pikelnaya, Olga, Polidori, Andrea, Ban-Weiss, George, and Sioutas, Constantinos
- Published
- 2018
- Full Text
- View/download PDF
48. The role of household level electricity data in improving estimates of the impacts of climate on building electricity use
- Author
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Chen, Mo, Ban-Weiss, George A., and Sanders, Kelly T.
- Published
- 2018
- Full Text
- View/download PDF
49. Direct and indirect effects of high-albedo roofs on energy consumption and thermal comfort of residential buildings
- Author
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Baniassadi, Amir, Sailor, David J, Crank, Peter J, and Ban-Weiss, George A
- Published
- 2018
- Full Text
- View/download PDF
50. Second Order Systems on Hilbert Spaces with Nonlinear Damping
- Author
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Singh, Shantanu, primary and Weiss, George, additional
- Published
- 2023
- Full Text
- View/download PDF
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