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안재명 교수

Jaemyung Ahn

KAIST 항공우주공학과 · 공학

연구실 소개

안재명 교수의 연구실은 다중 에이전트 시스템의 최적 작업 할당, 우주발사체의 실시간 충격점 예측, 무인항공기(UAV)를 활용한 영역 커버리지 최적화, 그리고 모델 및 시뮬레이션의 신뢰성 평가 등 첨단 항공우주 및 시스템 공학 분야에서의 응용을 중심으로 연구를 진행하고 있습니다. 특히, 입자군집최적화(PSO) 기반의 효율적 알고리즘 설계, 항공기 비행 안정성 확보를 위한 실시간 예측 기술, 그리고 제품 플랫폼 기반의 유연한 시스템 아키텍처 설계 등 복잡한 시스템 문제에 대한 수학적·공학적 접근이 두드러집니다. 연구는 실용성과 정확성을 동시에 확보하기 위해 수치 실험, 그래프 이론, 응답표면 모델링 등의 기법을 융합적으로 활용합니다.

다중에이전트 시스템실시간 충격점 예측UAV 커버리지 최적화모델 신뢰성 평가응답표면 모델링

연구 현황

논문 수
175
총 인용 수
1,452
최근 5년 논문
67
주요 분야
공학

연구 성과 추이

표시된 성과는 수집된 데이터 기준으로 산출되며, 일부 차이가 있을 수 있습니다.

5개년 연도별 논문 게재 수
67총합
2021
2022
2023
2024
2025
5개년 연도별 피인용 수
275총합
20212022202320242025

주요 논문

15
1
논문|인용수 77·2019
Innovation towards sustainable technologies: A socio-technical perspective on accelerating transition to aviation biofuel
Yohan Kim, Joosung Lee, Jaemyung Ahn
SJR Q1Technological Forecasting and Social Change
Global and Planetary ChangeEnvironmental Science
2
논문|인용수 63·2020
Deep neural network approach for fault detection and diagnosis during startup transient of liquid-propellant rocket engine
Soon-Young Park, Jaemyung Ahn
SJR Q1Acta Astronautica
Control and Systems EngineeringEngineering
3
논문|인용수 54·2012
Column generation based heuristics for a generalized location routing problem with profits arising in space exploration
Jaemyung Ahn, Olivier de Weck, Yue Geng, Diego Klabjan
SJR Q1European Journal of Operational Research
Industrial and Manufacturing EngineeringEngineering
4
논문|인용수 41·2016
PSO-based Optimal Task Allocation for Cooperative Timing Missions
Gyeongtaek Oh, Youdan Kim, Jaemyung Ahn, Han‐Lim Choi
IFAC-PapersOnLineOA

An optimal task allocation algorithm based on Particle swarm optimization (PSO) is proposed for cooperative timing missions that require involvement of multiple agents. The optimal solution can be utilized in the centralized operation of multi-agent system as well as a benchmark solution of the decentralized task allocation algorithm. However, the optimal solution requires significant computations because this problem is known as NP-hard. Therefore, PSO-based approach can be an alternative becau

Computer Networks and CommunicationsComputer Science
5
논문|인용수 32·2012
Noniterative Instantaneous Impact Point Prediction Algorithm for Launch Operations
Jaemyung Ahn, Woong-Rae Roh
SJR Q1Journal of Guidance Control and Dynamics

T HE instantaneous impact point (IIP) in launch operations is defined as the touchdown point of a rocket with an assumption of an immediate end of the propelled flight [1–3]. The IIP is very important information to judge whether the flight is normal or not, and it should be continuously monitored during the whole flight so that proper actions be taken in an emergency to protect human life and property. Therefore, the real-time prediction and monitoring of the IIP is one of the key safety requir

Aerospace EngineeringEngineering
6
논문|인용수 29·2015
Area Allocation Algorithm for Multiple UAVs Area Coverage Based on Clustering and Graph Method
Sungjun Ann, Youdan Kim, Jaemyung Ahn
IFAC-PapersOnLineOA

Coverage problem has variety of applications such as area allocation for surveillance and reconnaissance of the unmanned aerial vehicles (UAVs), which can be converted into multiple traveling salesmen problem. To formulate the area coverage problem for UAV mission assignment, obstacles in the given area should be considered. In this study, area allocation algorithm is proposed for area coverage problem. Area allocation algorithm consists of area partitioning and area revision. Area partitioning

Computer Vision and Pattern RecognitionComputer Science
7
논문|인용수 27·2022
Optimal deployment of satellite mega-constellation
Taehyun Sung, Jaemyung Ahn
SJR Q1Acta Astronautica
Aerospace EngineeringEngineering
8
논문|인용수 24·2013
Instantaneous Impact Point Prediction Using the Response-Surface Method
Jaemyung Ahn, Jeong-Jae Seo
SJR Q1Journal of Guidance Control and Dynamics

This paper proposes a fast and accurate algorithm to predict the instantaneous impact point of a rocket. The effects of the atmospheric drag and the gravity perturbation are modeled using the response-surface method. The coefficients of the response-surface models at selected time points are determined before the rocket launch using numerical experiments. During the actual flight, the response-surface models provide the correction terms that can be used to improve the accuracy of the analytic Ke

Statistical and Nonlinear PhysicsPhysics and Astronomy
9
논문|인용수 22·2017
Modeling and optimization of a reluctance accelerator using DOE-based response surface methodology
Jihun Kim, Jaemyung Ahn
SJR Q2Journal of Mechanical Science and Technology
Aerospace EngineeringEngineering
10
논문|인용수 21·2016
Analysis of Architectural Complexity for Product Family and Platform
Gwang Kim, Yunjung Kwon, Eun Suk Suh, Jaemyung Ahn
SJR Q1Journal of Mechanical Design

A product family is a set of products that are derived from common sets of parts, interfaces, and processes, known as the product platform. To reduce development time and procurement and operating costs of product platform-based variants, the product platform can be designed after consideration of several characteristics, such as modularity, flexibility, sustainability, and complexity. In this paper, the product platform is viewed from the perspective of system architecting. The architectural co

Management of Technology and InnovationBusiness, Management and Accounting
11
논문|인용수 21·2017
Two-phase framework for near-optimal multi-target Lambert rendezvous
Jun Bang, Jaemyung Ahn
SJR Q1Advances in Space ResearchOA
Aerospace EngineeringEngineering
12
논문|인용수 18·2013
Credibility Assessment of Models and Simulations Based on NASA ’s Models and Simulation Standard Using the Delphi Method
Jaemyung Ahn, Olivier de Weck, Martin Steele
SJR Q3Systems Engineering

ABSTRACT This paper introduces a procedure to assess the credibility of models and simulations (M&S) as a group activity based on NASA ’s new standard for M&S NASA‐STD ‐7009. The Delphi method, which is characterized by iterative surveys with controlled feedback, was selected to implement the assessment. The proposed procedure is expected to address the issues in the M&S assessment related to a high level of required expertise and group decision making. An actual credibility assessme

Sociology and Political ScienceSocial Sciences
13
논문|인용수 18·2014
Analytic Time Derivatives of Instantaneous Impact Point
Jaemyung Ahn, Woong-Rae Roh
SJR Q1Journal of Guidance Control and Dynamics

This paper presents analytic expressions for the time derivatives of a Keplerian instantaneous impact point of a rocket. The derivatives can be obtained by differentiating the series of equations associated with the Keplerian instantaneous impact point of a rocket and are expressed as linear combinations of disturbing acceleration components whose coefficients are functions of the current position and velocity of the rocket. The formulae introduced in this paper have been carefully verified usin

Aerospace EngineeringEngineering
14
논문|인용수 17·2013
Lambert Algorithm Using Analytic Gradients
Jaemyung Ahn, Sang-Il Lee
SJR Q1Journal of Guidance Control and Dynamics

This paper proposes a new approach to solve Lambert’s problem using analytic gradient information. The initial flight-path angle has been selected as an iterator variable, and the gradient of the transfer time with respect to the iterator variable has been derived using conditions for an orbital two-point boundary value problem for update of the flight-path angle at each iteration step. A comprehensive experimental study has been conducted to demonstrate the validity of the proposed algorithm. T

Biomedical EngineeringEngineering
15
논문|인용수 16·2008
An Optimization Framework for Global Planetary Surface Exploration Campaigns
Jaemyung Ahn, Olivier de Weck, Hoffman Jeffrey
SJR Q4Journal of the British Interplanetary Society
Aerospace EngineeringEngineering

대표 연구 분야

Aerospace EngineeringComputer Networks and CommunicationsAstronomy and AstrophysicsManagement of Technology and InnovationComputational Theory and MathematicsIndustrial and Manufacturing Engineering

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