Robotics · Computer Science
Investigation of risk-aware MDP and POMDP contingency management autonomy for UAS
Prashin Sharma, Benjamin Kraske, Joseph Kim, Zakariya Laouar +2
2023-04-04
Data Analysis, Statistics and Probability · Physics
Data-Driven Prognosis of Failure Detection and Prediction of Lithium-ion Batteries
Hamed Sadegh Kouhestani, Lin Liu, Ruimin Wang, Abhijit Chandra
2022-12-05
Optimization and Control · Mathematics
Development of Linear Battery Model for Path Planning with Mixed Integer Linear Programming: Simulated and Experimental Validation
Drew Scott, Satyanarayana G. Manyam, David W. Casbeer, Manish Kumar +2
2022-11-21
Robotics · Computer Science
Risk-aware UAV-UGV Rendezvous with Chance-Constrained Markov Decision Process
Guangyao Shi, Nare Karapetyan, Ahmad Bilal Asghar, Jean-Paul Reddinger +3
2022-04-12
Systems and Control · Electrical Eng. & Systems
Energy Aware and Safe Path Planning for Unmanned Aircraft Systems
Sebastian Gasche, Christian Kallies, Andreas Himmel, Rolf Findeisen
2025-04-07
Systems and Control · Electrical Eng. & Systems
Optimal Charging of an Electric Vehicle Battery Pack: A Real-Time Sensitivity-Based MPC approach
Andrea Pozzi, Marcello Torchio, Richard D. Braatz, Davide M. Raimondo
2019-09-30
Optimization and Control · Mathematics
Markov Decision Process-based Resilience Enhancement for Distribution Systems: An Approximate Dynamic Programming Approach
Chong Wang, Ping Ju, Shunbo Lei, Zhaoyu Wang +1
2019-04-02
Systems and Control · Electrical Eng. & Systems
Real-time Building Energy Storage Scheduling under Electrical Load Uncertainty: A Dynamic Markov Decision Process Approach with Comprehensive Analysis of Different Pricing Policies
Hussein Sharadga, Ahmad Dawahdeh, Golbon Zakeri, Abdullah Hayajneh +1
2024-09-17
Systems and Control · Electrical Eng. & Systems
Safe Learning-Based Optimization of Model Predictive Control: Application to Battery Fast-Charging
Sebastian Hirt, Andreas Höhl, Johannes Pohlodek, Joachim Schaeffer +3
2024-10-08
Applications · Statistics
Multivariable Fractional Polynomials for lithium-ion batteries degradation models under dynamic conditions
Clara Bertinelli Salucci, Azzeddine Bakdi, Ingrid K. Glad, Erik Vanem +1
2021-11-30
Machine Learning · Computer Science
A Markov Decision Process Framework for Early Maneuver Decisions in Satellite Collision Avoidance
Francesca Ferrara, Lander W. Schillinger Arana, Florian Dörfler, Sarah H. Q. Li
2025-12-12
Applications · Statistics
Partially Observable Markov Decision Process Framework for Operating Condition Optimization Using Real-Time Degradation Signals
Boyang Xu, Yunyi Kang, Xinyu Zhao, Hao Yan +1
2025-12-09
Robotics · Computer Science
A Model for Optimal Resilient Planning Subject to Fallible Actuators
Kyle Baldes, Diptanil Chaudhuri, Jason M. O'Kane, Dylan A. Shell
2024-05-21
Optimization and Control · Mathematics
Predictive Energy Management for Mitigating Load Altering Attacks for Islanded Microgrids Using Battery Energy Storage Systems
Satish Vedula, Koto Omiloli, Ayobami Olajube, Olugbenga Anubi
2025-07-03
Machine Learning · Computer Science
SDG-L: A Semiparametric Deep Gaussian Process based Framework for Battery Capacity Prediction
Hanbing Liu, Yanru Wu, Yang Li, Ercan E. Kuruoglu +1
2025-10-14
Artificial Intelligence · Computer Science
A revision on Multi-Criteria Decision Making methods for Multi-UAV Mission Planning Support
Cristian Ramirez-Atencia, Victor Rodriguez-Fernandez, David Camacho
2024-03-01
Systems and Control · Electrical Eng. & Systems
Robust Parametric Microgrid Dispatch Under Endogenous Uncertainty of Operation- and Temperature-Dependent Battery Degradation
Rui Xie, Jun Wang, Jiaxu Duan, Chao Ma +2
2026-03-13