activity
20182022
most citedAccelerating Photovoltaic Materials Development via High-Throughput Experiments and Machine-Learning-Assisted Diagnosis

340 citations · 1.1k across the 16 of their papers we have counts for

collaborators

18 papers

eess.SP2022

Introducing flexible perovskites to the IoT world using photovoltaic-powered wireless tags

Sai Nithin Reddy Kantareddy, Rahul Bhattacharya, Sanjay E. Sarma +6

Billions of everyday objects could become part of the Internet of Things (IoT) by augmentation with low-cost, long-range, maintenance-free wireless sensors. Radio Frequency Identif…

cs.CV2021

Module-Power Prediction from PL Measurements using Deep Learning

Mathis Hoffmann, Johannes Hepp, Bernd Doll +5

The individual causes for power loss of photovoltaic modules are investigated for quite some time. Recently, it has been shown that the power loss of a module is, for example, rela…

cs.CV2021★ 101 cited

Computer Vision Tool for Detection, Mapping and Fault Classification of PV Modules in Aerial IR Videos

Lukas Bommes, Tobias Pickel, Claudia Buerhop-Lutz +3

Increasing deployment of photovoltaics (PV) plants demands for cheap and fast inspection. A viable tool for this task is thermographic imaging by unmanned aerial vehicles (UAV). In…

cond-mat.mtrl-sci2021

PV Modules and Their Backsheets -- A Case Study of a Multi-MW PV Power Station

Claudia Buerhop-Lutz, Oleksandr Stoyuk, Tobias Pickel +3

Degradation of backsheets (BS) and encapsulant polymer components of silicon PV modules is recognized as one of the main reasons for losses in PV plant performance and lifetime exp…

cs.CV2020★ 1 cited

Joint Super-Resolution and Rectification for Solar Cell Inspection

Mathis Hoffmann, Thomas Köhler, Bernd Doll +6

Visual inspection of solar modules is an important monitoring facility in photovoltaic power plants. Since a single measurement of fast CMOS sensors is limited in spatial resolutio…

cs.CV2020★ 3 cited

Deep Learning-based Pipeline for Module Power Prediction from EL Measurements

Mathis Hoffmann, Claudia Buerhop-Lutz, Luca Reeb +8

Automated inspection plays an important role in monitoring large-scale photovoltaic power plants. Commonly, electroluminescense measurements are used to identify various types of d…

physics.app-ph2020★ 7 cited

Bridging the gap between photovoltaics R&D and manufacturing with data-driven optimization

Felipe Oviedo, Zekun Ren, Xue Hansong +12

Novel photovoltaics, such as perovskites and perovskite-inspired materials, have shown great promise due to high efficiency and potentially low manufacturing cost. So far, solar ce…

physics.soc-ph2020★ 177 cited

Techno-economic model of a second-life energy storage system for utility-scale solar power considering li-ion calendar and cycle aging

Ian Mathews, Bolun Xu, Wei He +3

While the use of energy storage combined with grid-scale photovoltaic power plants continues to grow, given current lithium-ion battery prices, there remains uncertainty about the…

eess.SP2019★ 76 cited

Perovskite PV-powered RFID: enabling low-cost self-powered IoT sensors

Sai Nithin R. Kantareddy, Ian Mathews, Shijing Sun +6

Photovoltaic (PV) cells have the potential to serve as on-board power sources for low-power IoT devices. Here, we explore the use of perovskite solar cells to power Radio Frequency…

eess.SP2019★ 61 cited

Long range battery-less PV-powered RFID tag sensors

Sai Nithin R. Kantareddy, Ian Mathews, Rahul Bhattacharyya +3

Communication range in passive Radio-Frequency Identification (RFID) front-end devices is a critical barrier in the real-world implementation of this low-cost technology. Purely pa…

physics.app-ph2019★ 134 cited

Self-powered sensors enabled by wide-bandgap perovskite indoor photovoltaic cells

Ian Mathews, Sai Nithin Reddy Kantareddy, Shijing Sun +7

We present a new approach to ubiquitous sensing for indoor applications, using high-efficiency and low-cost indoor perovksite photovoltaic cells as external power sources for backs…

physics.soc-ph2019

The Impact of Global Warming on Silicon PV Energy Yield in 2100

Ian Marius Peters, Tonio Buonassisi

While the installed photovoltaic capacity grows to a terawatt scale, effects of global climate change unfold. The question arises, how a changing climate, and especially raising te…

physics.soc-ph2019★ 1 cited

On Climate Change and Photovoltaic Energy Production

Ian Marius Peters, Tonio Buonassisi

As the 21st century progresses, photovoltaic technology is becoming a major provider of the worlds electricity, while effects of global climate change unfold. This development begs…

physics.app-ph2019★ 4 cited

Embedding Physics Domain Knowledge into a Bayesian Network Enables Layer-by-Layer Process Innovation for Photovoltaics

Zekun Ren, Felipe Oviedo, Muang Thway +15

Process optimization of photovoltaic devices is a time-intensive, trial and error endeavor, without full transparency of the underlying physics, and with user-imposed constraints t…

physics.app-ph2019★ 142 cited

Revisiting Thin Silicon for Photovoltaics: A Technoeconomic Perspective

Zhe Liu, Sarah E. Sofia, Hannu S. Laine +4

Adopting thin Si wafers for PV reduces capital expenditure (capex) and manufacturing cost, and accelerates the growth of PV manufacturing. There are two key questions about thin Si…

econ.GN2019★ 59 cited

Meeting Global Cooling Demand with Photovoltaics during the 21st Century

Hannu S. Laine, Jyri Salpakari, Erin E. Looney +3

Space conditioning, and cooling in particular, is a key factor in human productivity and well-being across the globe. During the 21st century, global cooling demand is expected to…

physics.app-ph2018★ 340 cited

Accelerating Photovoltaic Materials Development via High-Throughput Experiments and Machine-Learning-Assisted Diagnosis

Shijing Sun, Noor T. P. Hartono, Zekun D. Ren +15

Accelerating the experimental cycle for new materials development is vital for addressing the grand energy challenges of the 21st century. We fabricate and characterize 75 unique h…

physics.soc-ph2018

Urban Haze and Photovoltaics

I. M. Peters, S. Karthik, L. Haohui +2

Urban haze is a multifaceted threat. Foremost a major health hazard, it also affects the passage of light through the lower atmosphere. In this paper, we present a study addressing…