Sara Kohtz - Publications, H-index & Citations

Sara Kohtz

state university of new york (suny) system

5H指数

20论文数

487被引数

收录论文 11

发表时间

Resilient Optimal Sensor Placement and Fault Diagnosis of Permanent Magnet Synchronous Motors 鲁棒最优传感器布置与永磁同步电机故障诊断

FLEXIBLE AUTOMATION AND INTELLIGENT MANUFACTURING: THE FUTURE OF AUTOMATION AND MANUFACTURING: INTELLIGENCE, AGILITY, AND SUSTAINABILITY, FAIM

IF0

2026-01-01

PREAI

Rahman, Rafia; Renteria, Anabel; Kohtz, Sara

Partial discharge diagnosis in electric motor with digital twin model-enhanced ensemble learning 基于数字孪生模型增强的集成学习对电机的局部放电诊断

Reliability Engineering & System Safety

IF11

2025-07-02

PREAI

Sara Kohtz; Anabel Renteria; Aaron Rodriguez; Anand Lalwani; Anjana Samarakoon; Kiruba Sivasubramaniam Haran; Debbie Senesky; Pingfeng Wang

Optimal sensor placement for permanent magnet synchronous motor condition monitoring using a digital twin-assisted fault diagnosis approach

RELIABILITY ENGINEERING & SYSTEM SAFETY

IF11

2024-02-01

PREAI

Kohtz, Sara; Zhao, Junhan; Renteria, Anabel; Lalwani, Anand; Xu, Yanwen; Zhang, Xiaolong; Haran, Kiruba Sivasubramaniam; Senesky, Debbie; Wang, Pingfeng

Generative Design and Optimization of Battery Packs with Active Immersion Cooling 具有主动浸没式冷却的电池组的生成设计和优化

2023 IEEE TRANSPORTATION ELECTRIFICATION CONFERENCE & EXPO, ITEC

IF0

2023-06-21

PREAI

Liu, Zheng; Wu, Jiaxin; Fu, Wuchen; Kabirazadeh, Pouya; Kohtz, Sara; Miljkovic, Nenad; Li, Yumeng; Wang, Pingfeng

Physics-informed machine learning for reliability and systems safety applications: State of the art and challenges 用于可靠性和系统安全应用的物理机器学习: 最新技术和挑战

RELIABILITY ENGINEERING & SYSTEM SAFETY

IF11

2023-02-01

130

OAAI

Xu, Yanwen; Kohtz, Sara; Boakye, Jessica; Gardoni, Paolo; Wang, Pingfeng

A Gaussian Process Model with Indirect Health Indicators for Battery Prognosis

2023 ANNUAL RELIABILITY AND MAINTAINABILITY SYMPOSIUM, RAMS

IF0

2023-01-23

PREAI

Li, Yinjia; Kohtz, Sara; Wang, Pingfeng

Electrical and Thermal Active Co-Management for Lithium-ion Batteries

2022 IEEE/AIAA TRANSPORTATION ELECTRIFICATION CONFERENCE AND ELECTRIC AIRCRAFT TECHNOLOGIES SYMPOSIUM (ITEC+EATS 2022)

IF0

2022-06-15

PREAI

Zheng, Zhuoyuan; Liu, Zheng; Kohtz, Sara; Wang, Pingfeng; Li, Yumeng; Fu, Wuchen; Miljkovic, Nenad; Smith, Sonya

Physics-informed machine learning model for battery state of health prognostics using partial charging segments 使用部分充电段的电池健康状态预测的物理通知机器学习模型

MECHANICAL SYSTEMS AND SIGNAL PROCESSING

IF8.9

2022-06-01

OAAI

Kohtz, Sara; Xu, Yanwen; Zheng, Zhuoyuan; Wang, Pingfeng

Physics-based Machine Learning with Filtering for Failure Prognostics Partially Observable Dynamic Systems 基于物理的机器学习，带有故障预测的过滤部分可观察的动态系统

2022 68TH ANNUAL RELIABILITY AND MAINTAINABILITY SYMPOSIUM (RAMS 2022)

IF0

2022-01-24

PREAI

Kohtz, Sara; Wang, Pingfeng

Capacity Degradation Modeling for Li-Ion Batteries using a Multiscale Gamma Process Approach 使用多尺度Gamma过程方法对锂离子电池的容量退化进行建模

67TH ANNUAL RELIABILITY & MAINTAINABILITY SYMPOSIUM (RAMS 2021)

IF0

2021-05-24

PREAI

Kohtz, Sara; Wang, Pingfeng

A Comparison Study of Machine Learning Enabled Filtering Methods for Battery Management

2020 IEEE INTERNATIONAL CONFERENCE ON PROGNOSTICS AND HEALTH MANAGEMENT (ICPHM)

IF0

2020-06-01

PREAI

Kohtz, Sara; Wang, Pingfeng

研究方向