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Key Applications of State and Health Estimation
2017In the previous two chapters, we have developed theoretical foundation of data-driven methods for lithium-ion batteries. In this chapter, we present test cases to demonstrate applicability and capabilities of these methods for lithium-ion battery state estimation. First, we explore the recursive Bayesian framework for state of charge estimation.
Krishnan S. Hariharan +2 more
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Online State-of-Health Estimation of VRLA Batteries Using State of Charge
IEEE Transactions on Industrial Electronics, 2013This paper presents an online method for the estimation of the state of health (SOH) of valve-regulated lead acid (VRLA) batteries. The proposed method is based on the state of charge (SOC) of the battery. The SOC is estimated using the extended Kalman filter and a neural-network model of the battery.
Mehrnoosh Shahriari, Mohammad Farrokhi
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Health State Assessment and Lifetime Prediction Based on Unsupervised State Estimation
Volume 4: 24th Design for Manufacturing and the Life Cycle Conference; 13th International Conference on Micro- and Nanosystems, 2019Abstract Assessment of system health and prediction of remaining useful life can be performed effectively through the evaluation of degradation levels configured by multiple states. Commonly, degradation progression is modeled according to the specific configuration using existing algorithms with assuming numbers and state conditions ...
Jihin, Rosmawati, Söffker, Dirk
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Health Spending By State: New Estimates For Policy Making
Health Affairs, 1993A new data set from the Health Care Financing Administration gives estimates of state spending for hospital care, physician services, and retail purchases of prescription drugs, which together account for 70 percent of health expenditures nationwide.
K R, Levit +3 more
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State-of-Charge, State-of-Health and State-of-Power Estimation for Traction Batteries
2024 IEEE International Conference on Electrical Systems for Aircraft, Railway, Ship Propulsion and Road Vehicles & International Transportation Electrification Conference (ESARS-ITEC)Climate change is a fast-growing global threat, mainly caused by increasing of CO2 emissions due to multiple sources, including transport sector. Globally, electric vehicles (EVs) have been identifying as a promising solution to achieve decarbonization in the transport sector.
Sabatino S. +3 more
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Overview of Equipment Health State Estimation and Remaining Life Prediction Methods
Machines, 2022Jingyi Zhao, Chunhai Gao, Zhao Jingyi
exaly
State Health Spending Estimates: Concerns From a Small State
Health Affairs, 1994J C, Lewin, P A, Sybinsky
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