
Yiqing Ding
Ph.D. Student in Mechanical Engineering, admitted Autumn 2019
All Publications
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Agent-Based Modeling of Decisions and Developer Actions in Wind Farm Landowner Contract Acceptance
JOURNAL OF MECHANICAL DESIGN
2020; 142 (9)
View details for DOI 10.1115/1.4047153
View details for Web of Science ID 000561232600008
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AGENT-BASED MODELING OF DECISIONS AND DEVELOPER ACTIONS IN WIND FARM LANDOWNER CONTRACT ACCEPTANCE
AMER SOC MECHANICAL ENGINEERS. 2020
View details for Web of Science ID 000518726900049
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Probabilistic Assessment of the Failure Risk of the Europa Clipper Spacecraft due to Radiations.
Risk analysis : an official publication of the Society for Risk Analysis
2020
Abstract
The Europa mission approved in 2019 is still in the development phase. It is designed to conduct a detailed reconnaissance of that moon of Jupiter as it could possibly support life as we know it. This article is based on a top-down approach (mission → system → subsystems → components) to model the probability of mission failure. The focus here is on the case where the (uncertain) radiation load exceeds the (uncertain) capacity of critical subsystems of the spacecraft. The model is an illustrative quantification of the uncertainties about (1) the complex external radiation environment in repeated exposures, (2) the effectiveness of the shielding in different zones of the spacecraft, and (3) the components' capacities, by modeling all three as dynamic random variables. A simulation including a sensitivity analysis is used to obtain the failure probability of the whole mission in forty-five revolutions around Jupiter. This article illustrates how probabilistic risk analysis based on engineering models, test results and expert opinions can be used in the early stages of the design of space missions when uncertainties are large. It also describes the optimization of the spacecraft design, taking into account the decisionmakers' risk attitude and the mission resource constraints.
View details for DOI 10.1111/risa.13439
View details for PubMedID 31943320