林春成

From Hardware Manufacturing to System Solutions: Strategic Transformation of an Industrial PC Manufacturer – A Case Study of Company N

高階主管管理碩士學程・共同指導：鍾惠民

工業電腦、策略轉型、邊緣運算、製造業服務化、平台策略、態系經營、Industrial Computing、IPC、Strategic Transformation、AIoT、Edge Computing、Manufacturing Servitization、Platform Strategy、Ecosystem Management、Physical AI

From Edge AI to Agentic AI: Service Innovation Models for E-Paper Display Technology in Smart Retail

高階主管管理碩士學程・共同指導：戴天時

智慧零售、代理型 AI、電子紙顯示技術、全通路、動態定價、零售媒體聯播網、雙軸轉型、Smart Retail、Agentic AI、E-Paper Display Technology、Omnichannel、Dynamic Pricing、Retail Media Network、Twin Transition

Global Manufacturing Footprint Strategy for Electric Vehicle Electronic Control Components: A Case Study of Company H

高階主管管理碩士學程・共同指導：戴天時

電動車、電控元件、全球製造策略、AI 賦能、總體擁有成本、Electric Vehicle (EV)、Global Manufacturing Strategy、Ferdows Model、AI-enabled Transformation

Applying Clustering Algorithms and Mathematical Programming to Analyze Optimal Investment Portfolios of the Dow Jones Industrial Average

管理學院專班-工業工程與管理學程・共同指導：王志軒

道瓊工業平均指數、資產配置、數學規劃、集群演算法、最佳化投資組合、Dow Jones Industrial Average、Asset Allocation、Mathematical Programming、Clustering Algorithms、Optimal Investment Portfolio

Applying machine learning methods to predict the revenue of leading panel manufacturers in Taiwan

管理學院專班-工業工程與管理學程・共同指導：王志軒

機器學習、營收預測、面板產業、同業聯動效應、machine learning、revenue forecasting、display industry、peer-linkage effect

Multi-Objective Surrogate Modeling for Diamond Multi-wire Wafer Sawing Quality Using Ensemble Learning

工業工程與管理學系

鑽石複線切割、碳化矽晶圓、代理模型、集成學習、特徵工程、小樣本學習、可解釋性人工智慧、Diamond wire sawing、Silicon carbide wafer、Surrogate model、Ensemble learning、Feature engineering、Small-sample learning、Explainable AI

Optimal Deployment of 5G Multi-Access Edge Computing Systems in Complex IoT Environments

工業工程與管理學系

5G行動通訊網路、多接取邊緣運算、最佳化部署、混合整數規劃、元啟發式演算法、和聲搜尋、變動鄰域搜尋、5G Mobile Networks、Multi-Access Edge Computing、Deployment Optimization、Mixed-Integer Programming、Metaheuristic Algorithms、Harmony Search、Variable Neighborhood Search

Combining Multi-Stage Temporal Convolutional Network with Human Pose Estimation Model for Therblig Recognition on a Car Door Assembly Line

工業工程與管理學系

多階段時序卷積網路、人體姿態估計、動素辨識、時序動作分割、多模態時空特徵、Multi-Stage Temporal Convolutional Networks、Human Pose Estimation、Therbligs Recognition、Temporal Action Segmentation、Multimodal Spatial-temporal Feature

Development of a Rule-Based Automated Review System for Semiconductor Process Compliance

工業工程與管理學系

開放式半導體實驗場域、台灣半導體研究中心、製程申請單、製程規範檢查、規則導向專家系統、大型語言模型、Open Semiconductor Laboratory、Taiwan Semiconductor Research Institute、RunCard、Process Specification Checking、Rule-Based Expert System、Large Language Model

An Analog Gauge Reading Method Based on an Embedded Edge Device and an Object Detection Model

工業工程與管理學系

邊緣人工智慧、神經處理單元、YOLO、類比儀表、嵌入式推論、Edge AI、Neural Processing Unit、Analog Gauge、Embedded Inference

How Companies can Respond to Exchange Rate Volatility Uncertainty by Changing Their Investment Portfolios

高階主管管理碩士學程・共同指導：鍾惠民

匯率波動、功能性貨幣、外幣投資部位調整、財務報表績效表現、Exchange rate fluctuations、functional currencies、adjustments to foreign currency investment positions、financial statement performance

A Business Model for the Adoption of Solid Oxide Fuel Cells (SOFCs) and Carbon Capture, Utilization, and Storage (CCUS) in Taiwan's Semiconductor Supply Chain

高階主管管理碩士學程・共同指導：戴天時

供應鏈導入固態氧化物燃料電池與碳捕捉利用、碳捕捉利用之商業模式研究、能源轉型、營運持續計畫、A Business Model for the Adoption of Carbon Capture、Utilization、and Storage (CCUS)、Energy Transition、Business Continuity Plan

Business Model Innovation and Transformation of Taiwan's IT Outsourcing Industry under AI Transformation Trends: A Case Study

高階主管管理碩士學程・共同指導：鍾惠民

生成式AI、資訊技術委外(ITO)、效率悖論、商業模式轉型、服務主導邏輯、Generative Artificial Intelligence、Information Technology Outsourcing、Productivity Paradox、Business Model Transformation、Service-Dominant Logic

ESG Integration in Commercial Office Buildings: Exploring Sustainable Development Models in Design and Construction Phases

高階主管管理碩士學程・共同指導：鍾惠民

ESG、商業辦公大樓、建築再生、綠建築認證、永續發展、Commercial Office Buildings、Building Regeneration、Green Building Certification、Sustainable Development

A case study on Organizational Growth and Transformation Strategies of a Passive Component Chip Resistor Manufacturer

高階主管管理碩士學程・共同指導：鍾惠民

個案研究、被動元件、晶片電阻、組織成長、策略轉型、John Kotter 八步驟變革模型、Case Study、Passive Components、Chip Resistor、Organizational Growth、Strategic Transformation、John Kotter's 8-Step Change Model

Strategic Adaptation of Taiwan's Semiconductor Equipment Parts Service Startups under Geopolitical Tension: A Case Study of G Company

高階主管管理碩士學程・共同指導：鍾惠民

地緣政治、半導體設備維修、靜電吸盤 (ESC)、供應鏈韌性、新創企業策略、Geopolitics、Semiconductor Equipment Repair、Electrostatic Chuck (ESC)、Supply Chain Resilience、Startup Strategy

A Case Study on the Operational Management Mechanism of Al-Driven Smart Security Systems

高階主管管理碩士學程・共同指導：鍾惠民

動態能力理論、智慧安防系統、AI影像辨識、高科技製造、系統整合、Dynamic Capabilities Theory、Intelligent Security Systems、AI Video Recognition、High-Tech Manufacturing、System Integration

Business Model Analysis of Medical System Design Companies: An Integrated Study of Clinics from Smart Facility Management to Operational Efficiency

高階主管管理碩士學程・共同指導：鍾惠民

商業模式、醫療系統設計、智慧設施管理、營運效益、平台化商業模式、個案研究、牙醫診所、動態能力、business model、medical system design、smart facility management、operational performance、platform-based business model、case study、dental clinic、dynamic capabilities

A Study on Supply Chain Co-opetition, Business Models, and Competitive Strategies in the NAND Flash and Controller Industry Driven by AI High-Performance Computing

高階主管管理碩士學程・共同指導：鍾惠民

AI、NAND快閃記憶體及控制器、企業級固態硬碟 (eSSD)、高頻寬記憶體 (HBF)、NAND Flash Memory and Controller、Enterprise SSD (eSSD)、High Bandwidth Flash (HBF)

A Study on the Transformation Strategy of IC Design Service Providers Building Competitive Barriers through Advanced Packaging Capabilities: A Case Study of Company F

高階主管管理碩士學程・共同指導：鍾惠民

IC 設計服務、先進封裝、垂直分工、動態能力、策略轉型、競爭壁壘、異質整合、IC Design Service、Advanced Packaging、Vertical Disintegration、Dynamic Capabilities、Strategic Transformation、Competitive Barriers、Heterogeneous Integration

Strategic Transformation of a Traditional Cable Assembly Factory: A Case Study of Company W

高階主管管理碩士學程・共同指導：鍾惠民

連接線組裝產業、策略轉型、價值網聯盟、資本運作、投資控股公司、Cable Assembly Industry、Strategic Transformation、Value Net Alliance、Capital Operations、Investment Holding Company

Operating in Adversity: A Study on Practical Strategies for SMEs Confronting Talent Scarcity and Industrial Marginalization

高階主管管理碩士學程・共同指導：鍾惠民

人才荒、產業邊緣化、Talent Scarcity、Industrial Marginalization

Job Shop Scheduling Considering Automated Guided Vehicles and Automatic Battery Swapping Stations

工業工程與管理學系

智慧工廠、自動導引車、自動電池交換站、換電池排程、簡化和聲搜尋演算法、海洋捕食者演算法、Smart Factory、Automated Guided Vehicle、Automatic Battery Swapping Station、Battery Replacement Scheduling、Charging Scheduling、Simplified Harmony Search Algorithm、Marine Predators Algorithm

Strategic Transformation and R&D Management of a Display IC Design Company: A Case Study of Company N

高階主管管理碩士學程・共同指導：戴天時

顯示驅動晶片、策略轉型、研發管理、產品開發、動態能力、邊緣運算、Display Driver IC、Strategic Transformation、R&D Management、Product Development、Dynamic Capabilities、Edge Computing

Predicting Bitcoin Market States with Regime-Aware Features and the Triple-Barrier Method: A Framework to Address the Accuracy Paradox

管理學院專班-工業工程與管理學程

比特幣、機器學習、適應性市場假說、特徵工程、三道屏障法、準確率悖論、Bitcoin、Machine Learning、Adaptive Market Hypothesis、Feature Engineering、Triple-Barrier Method、Accuracy Paradox

A Study on the Key Success Factors in Land Consolidation Process in Taiwan

高階主管管理碩士學程・共同指導：鍾惠民

台灣土地整合、共有土地、都市更新、談判策略、關鍵成功因素、Land Consolidation in Taiwan、Co-ownership、Urban renewal、Negotiation strategy、Key success factors

A Hybrid KDTree-Dilation Spacing Calculation Algorithm for PCB Yield Prediction

工業工程與管理學系

印刷電路板、良率預測、關鍵區域分析、可製造性設計、最近鄰點搜尋、Printed Circuit Board、Yield Prediction、Critical Area Analysis、Design for Manufacturability、Nearest Neighbor Search

Optimization of Diamond Multi-wire Sawing Process Based on Computer Vision and Machine Data Analysis

工業工程與管理學系

機台參數優化、電腦視覺、晶圓切片製程、晶圓品質、材料去除率、單位長度新線材料去除體積、鑽石複線切割機、machine parameter optimization、computer vision、wafer slicing process、wafer quality、material removal rate、material removal volume per unit length of new wire、diamond multi-wire s

Scheduling Optimization of AGV Battery Swapping via UAVs

工業工程與管理學系

充電排程、自動導引車、無人機、簡化和聲演算法、雙自適應變動鄰域搜尋演算法、Charging Scheduling、Automated Guided Vehicle、Unmanned Aerial Vehicle、Simplified Harmony Algorithm、Double Adaptive Variable Neighborhood Search Algorithm

Analysis of the Phenomenon of Sales Concentration and Business Performance: A Case Study of Company A's Supply Chain

高階主管管理碩士學程・共同指導：鍾惠民

銷貨集中度、長期經營績效、長期股價評價、sales concentration、long-term operational performance、long-term valuation

Connector Terminal Surface Defect Detection Based on Hierarchical Positive Sample Selection Mechanism

工業工程與管理學系

連接器端子、物件偵測、YOLO、深度學習、自動光學檢測、正樣本選擇機制、Connector Terminals、Defect Detection、Deep Learning、Automated Optical Inspection、Positive Sample Selection Mechanism

Strategic Management Analysis of Automotive Sales Industry in a Competitive Environment: A Case Study of Company A

高階主管管理碩士學程・共同指導：鍾惠民

競爭策略、高端二手車、SWOT分析、商業模式、數位轉型、Competitive strategy、premium used cars、SWOT analysis、Business Model Canvas、digital transformation

Competitive Advantages and Strategic Choices in the Key Supply Chain of AI Chip Packaging: A Case Study of Company U’s ABF Substrates Development

高階主管管理碩士學程・共同指導：鍾惠民

U公司、載板、企業成長策略、投資矛盾、價值共創、Unimicron、IC substrate、corporate growth strategies、Investment paradox、co-creation

Analysis of Competitive Strategies for Taiwan's Photoresist Industry

高階主管管理碩士學程・共同指導：鍾惠民

光阻劑產業、競爭策略、生態系競爭、半導體材料在地化、技術創新、Photoresist Industry、Competitive Strategy、Ecosystem Competition、Localization of Semiconductor Materials、Technological Innovation

Business Model Development Analysis of Semiconductor Testing Equipment: A Case Study of K Company

高階主管管理碩士學程・共同指導：鍾惠民

半導體測試設備、商業模式創新、設備租賃、維修合約訂閱制、分潤合作、Semiconductor Testing Equipment、Business Model Innovation、Equipment Leasing、Maintenance Subscription Model、Revenue Sharing Model

The Challenges and Opportunities of Corporate Transformation and Aligning with the AI Era - Using Company P as an Example

高階主管管理碩士學程・共同指導：鍾惠民

企業轉型、AI時代、成熟製程、半導體轉型、先進封裝、3D IC 堆疊、數位轉型、AI 應用整合、Corporate Transformation、AI Era、Mature process、Semiconductor transformation、Advanced packaging、3D IC stacking、Digital transformation、AI application integration

Opportunities and Challenges of EPD Applications in Smart Cities - The Case of E Company

高階主管管理碩士學程・共同指導：鍾惠民

智慧城市、電子墨水、電子紙、顯示器、低碳、節能、永續、smart city、electronic ink、electronic paper display、EPD、display technology、low carbon、energy efficiency、sustainability

Analysis of the Relationship Between Corporate ESG Ratings and Stock Excess Returns

高階主管管理碩士學程・共同指導：鍾惠民

ESG評等、超額報酬、ROE、小型股效應、TWSE、TESG、永續投資、ESG ratings、excess return、small-firm effect、sustainable investing

The Study on Net Zero Transformation in Taiwan's Electronic Manufacturing Industry –Take a PCB Manufacturing Company as an Example

高階主管管理碩士學程・共同指導：鍾惠民

淨零排放、電子製造業、PCB產業、ESG治理、綠色產品管理、Net-zero emissions、Electronic manufacturing industry、PCB industry、ESG governance、Green product management

From AI to ESG: Reshaping Procurement Strategies and Management in Hypermarkets - A Case Study of R Company

高階主管管理碩士學程・共同指導：鍾惠民

人工智慧（AI）、環境社會治理（ESG）、採購策略、零售業、Artificial Intelligence (AI)、Environmental、Social、and Governance (ESG)、Procurement Strategy、Retail Industry、Digital Transformation

A Study on the Entrusted Management Model of Long-Term Care Institutions in Taiwan: A Case Study of H Institute

高階主管管理碩士學程・共同指導：鍾惠民

長期照護、委託經營模式、商業模式九宮格、SWOT分析、長照經營策略、Long-term care、Entrusted management model、Business Model Canvas、SWOT analysis、LTC operational strategy

Server Market Supply Chain Analysis and Future Outlook – A Case Study of L Company

高階主管管理碩士學程・共同指導：鍾惠民

伺服器元件供應鏈、半導體產業、個案研究、伺服器、人工智慧、Server Component Supply Chain、Semiconductor Industry、Case Study、Server、Artificial Intelligence

Exploring Competitive Advantages and Transformation Strategies in Taiwan's Passive Component Market from a Distributor's Perspective: A Case Study of P Company

高階主管管理碩士學程・共同指導：鍾惠民

被動元件、積層陶瓷電容器（MLCC）、代理商策略、競爭優勢、數位轉型、Passive Components、Multi-layer Ceramic Capacitor (MLCC)、Distributor Strategy、Competitive Advantage、Digital Transformation

Cardinality-Constrained Portfolio Optimization Problem for Cryptocurrency Index Tracking Using Particle Swarm Optimization

工業工程與管理學系・共同指導：鄧惠文

加密貨幣指數追蹤、基數限制投資組合最佳化問題、Black-Litterman模型、線性回歸、隨機森林、長短期記憶模型、粒子群最佳化演算法、Cryptocurrency Index Tracking、Cardinality Constrained Portfolio Optimization Problem、Black-Litterman Model、Linear Regression、Random Forest、Long Short-Term Memory、Particle Swarm Optimization

The analysis of global 3rd-generation Power Discrete semiconductor industry

高階主管管理碩士學程・共同指導：鍾惠民

產業分析、功率分離式半導體、第三代半導體、碳化矽、氮化鎵、Industry Analysis、Power Discrete、3rd generation semiconductor、SiC、GaN

On RL-DevOps System Architectures and Methodologies for Building Enterprise Sustainable Competitive Advantages

工業工程與管理學系

競爭優勢、數位轉型、智慧製造、強化學習、Auto-RL、Sustainable Competitive Advantage、Digital Transformation、Smart Manufacturing、Reinforcement Learning

Application of cluster algorithm to analyze the optimal investment portfolio of Mainland China and Hong Kong funds

管理學院專班-工業工程與管理學程・共同指導：王志軒

規劃求解、機器學習、年化變異數、群集演算法、投資組合、Solver、machine learning、annualized variation、cluster algorithm、portfolio

Optimizing Returns and Risks in North American and Latin American Investments: The Application of Clustering Analysis Strategies

管理學院專班-工業工程與管理學程・共同指導：王志軒

夏普值、聚類分析、數學規劃、K-medoids、投資組合優化、Sharpe ratio、Cluster analysis、Mathematical programming、Portfolio optimization

Analysis of Testing Methods for Subsystems of Next Generation Low Earth Orbit Satellite Antennas

工業工程與管理學系

低軌道衛星、地面設備、衛星營運商、使用者終端、天線次系統、Low Earth Orbit、Ground Equipment、Satellite Operator、User Terminal、Antenna Subsystem

On the Engineer Matching Problem for Hazardous Substances Report Making of Green Products with Low Carbon Emissions

工業工程與管理學系

綠色產品有害物質報告、層級分析法、分治基因演算法、溫室氣體排放、永續發展目標、Green Product Hazardous Substance Report、Analytic Hierarchy Process、Divide and Conquer Genetic Algorithm、Greenhouse Gas Emissions、Sustainable Development Goals

Product Positioning and Sentiment Prediction for Digital Camera Using Text Mining and Language Model

工業工程與管理學系・共同指導：王志軒

文字探勘、數位相機、語言模型、主題建模、情感預測、產品改善、text mining、digital camera、language model、topic modeling、sentiment prediction、product improvement

Application of Machine Learning in Japan Stock Market Forecasting and Portfolio Management

工業工程與管理學系・共同指導：王志軒

特徵選取、股市預測、強化學習、機器學習、投資組合管理、Feature selection、Stock forecasting、Reinforcement learning、Machine learning、Portfolio Management

Optimal Energy Allocation of a Smart Factory Considering Ground Source Heat Pumps and Energy Trading

工業工程與管理學系

地熱泵、能源整合系統、島嶼模型、簡化和聲搜尋演算法、智慧工廠、Ground Source Heat Pump、Integrated Energy System、Island Model、Simplified Harmony Search Algorithm、Smart Factory

Optimal Electricity Power Control and Trading Decision of Smart Factory with Carbon Emission Quota Trading and Energy Trading

工業工程與管理學系

碳排放配額交易、碳捕集與封存系統、能源交易、簡化和聲搜尋演算法、自適應變動鄰域搜尋演算法、carbon emission quota trading、carbon capture and storage system、energy trading、simplified harmony search、self-adaptive variable neighborhood search

Multi-Agent Deep Learning for Household Battery Charging Problems with Distribution Locational Marginal Pricing

工業工程與管理學系

多代理深度確定性策略梯度演算法、能源交易、分布式能源、可再生能源、配電所在區域邊際定價、權利信託、Multi-agent deep deterministic policy gradient (MADDPG)、Energy trading、Renewable energy、Distribution locational marginal pricing (DLMP)、Right trust、Distributed energy

Optimal Charging Decisions for a Smart Home under the Renewable Energy Quota System in the Internet of Energy

工業工程與管理學系

能源互聯網、分佈式可再生能源、可交易綠色證書、即時電價、蓄電池儲能系統、智慧家戶、電動車、可再生能源配額、啟發式演算法、Internet of Energy、distributed renewable energy sources、tradable green certificate、real-time price、battery energy storage system、smart home、electric vehicle、renewable portfolio standard、metaheuristic algorithm

The Business Strategy Analysis of an AI Deep Learning Platform: A Case Study

高階主管管理碩士學程

深度學習、影像辨識分類平台、商業模式九宮格、Deep Learning、Image Recognition、Business Model Canvas

Integrating Deep Reinforcement Learning and Edge Computing for Job Shop Scheduling for Semiconductor Packaging and Testing

工業工程與管理學系

半導體封測、智慧製造、零工式生產、分佈式深度強化學習、邊緣運算、Semiconductor packaging and testing、Intelligent manufacturing、Job shop scheduling、Distributed deep reinforcement learning、Edge computing

Analyzing Optimal Economic Benefits for Investing in Energy Storage Systems for High-Energy-Consuming Equipment in Factories

高階主管管理碩士學程

儲能系統、尖峰離峰電價、需能反應、扣減流動電價、投資回收年限、Energy Storage System、Peak-Off-Peak Electricity Prices、Demand Response、Subtracting the Spot Price、Investment Payback Period

Real-time scheduling problems of UAV wireless charging systems for AGVs in smart factories using reinforcement learning

工業工程與管理學系

自動導引車、無人航空載具、無線電力傳輸、即時充電排程、強化學習、SARSA、automated guided vehicle (AGV)、unmanned aerial vehicle (UAV)、wireless power transfer (WPT)、real-time charging scheduling、reinforcement learning、state-action-reward-state-action (SARSA)

Forecasting internal energy consumption of a wind turbine based on hybrid semi-supervised learning model and double residual modification

工業工程與管理學系

energy consumption forecast、semi-supervised learning、殘差校正、半監督學習、能耗預測、Residual correction

On Deployment of 5G Multi-access Edge Computing Systems at Smart Panel Factories

工業工程與管理學系

多接取邊緣運算、多接取邊緣運算伺服器部署、烏鴉搜尋演算法、變動鄰域搜尋法、5G 企業專網小基站部署、Multi-access Edge Computing、MEC server deployment、Crow Search Algorithm、Variable Neighborhood Search、deployment of small cells in private 5G network

Simplified Harmony Search Algorithm

工業工程與管理系所

和聲搜尋演算法、簡化和聲搜尋演算法、元啓發式演算法、演化計算、harmony search、simplified harmony search、metaheuristics、evolutionary computation

Applying Simulated Annealing to Solve the Heat Dissipation Time Problem for Heat Treatment Processes of Castings

工業工程與管理系所

三維背包裝載問題、鑄件熱處理製程、模擬退火法、子空間法、Three-dimensional container packing problem、Heat Treatment Processes of Castings、Simulated Annealing、Sub volume Method

Developing Prognostic and Health Management Systems for Diamond Wire Cutting Machines

工業工程與管理系所

複線切割機、動態閥值、滑動窗口、自編碼器、異常偵測與診斷、multi-wire saw cutting machine、dynamic threshold、sliding window、AutoEncoder、anomaly detection and diagnosis

Ecosystem Development Strategies for Edge Computing Solution Providers－The Case of Startup Company H

管理學院高階主管管理碩士學程

5G行動網路、邊緣運算、人工智慧物聯網、軟體定義網路、遠端工作、5G Mobile Network、Edge Computing、Artificial Intelligence Internet of Things、Software-defined Networking、Working from Home

Considering Dynamic Stocker Locations in the Reentrant Hybrid Flow Shop Scheduling Problem

工業工程與管理系所

迴流式混和流程型生產、動態自動倉儲、烏鴉搜尋演算法、變動鄰域搜尋法、Reentrant hybrid flow shop scheduling、Dynamic stocker、Crows Search Algorithm、Variable Neighborhood Search

Using a Deep Semi-Supervised Learning Method to Predict the Internal Energy Consumption of a Wind Turbine

工業工程與管理系所

半監督式學習、能耗預測、風力發電、深度神經網路、Semi-supervised Learning、Energy Consumption Prediction、Wind Energy、Deep Neural Network

Applying Reinforcement Learning to Minimize Carbon Emissions in the Multi-Automated Guided Vehicles Path Planning Platform in Smart Factories

工業工程與管理系所

智慧工廠、自動導引車、路徑規劃、強化學習、SARSA、Smart factory、automated guided vehicle(AGV)、path planning、reinforcement learning、state-action-reward-state-action(SARSA)

Development of Dry Process Machines of Print Circuit Boards and Business Models – A Case Study of Company G

管理學院高階主管管理碩士學程

電路板設備、環保永續、節能減碳、接單生產、組裝生產、Circuit board equipment、environmental protection and sustainability、energy saving and carbon reduction、make-to-order production、assembly production

Real-time Charging Scheduling of Automated Guided Vehicles Based on Improved Reinforcement Learning

工業工程與管理系所

智慧工廠、自動導引車、充電排程、強化學習、工業4.0、網宇實體系統、SARSA、smart factory、automated guided vehicle (AGV)、charging scheduling、reinforcement learning、Industry 4.0、cyber-physical system

Deep Learning for Anomaly Detection of SiC Wafer Dicing Machines

工業工程與管理系所

預測性維護、異常偵測、變分自編碼器、碳化矽晶圓鑽石線切割機、Predictive Maintenance (PdM)、Anomaly Detection、Variational Autoencoder、SiC Wafer Dicing Machines

Deep Reinforcement Learning for Dynamic Flexible Job Shop Scheduling with New Job Insertions in Edge Computing Based Factories

工業工程與管理系所

智慧工廠、邊緣運算、彈性零工式生產排程、新工單插入、Deep Q Network、smart factory、edge computing、flexible job shop scheduling、new job insertions

Deep Reinforcement Learning for Reentrant Hybrid Flow Shop Scheduling Problem Considering Dynamic Stocker Positions

工業工程與管理系所

智慧工廠、智慧製造、深度學習、深度Q網路、動態排程、迴流式混合流程型生產、Smart factory、Smart manufacturing、Deep learning、Deep Q network、Dynamic scheduling、Reentrant hybrid flow shop scheduling

Predicting Crude Oil Price Using Machine Learning on Clouds with Applications in the Shale Oil Industry in North America

管理學院工業工程與管理學程

油價預測、頁岩油、機率主成分分析、梯度提升決策樹、神經網路回歸、機器學習、crude oil price、Shale Oil Industry、Probabilistic Principle Component Analysis、Light Gradient Boosted Decision Tree、Machine Learning、West Texas Intermediate、GRNN

Using Machine Learning to Predict the Power Generation of Rotating Electrical Machines: The Case of Scooter Generators

管理學院工業工程與管理學程

旋轉電機、機器學習、雲端運算、隨機森林演算法、線性迴歸演算法、Rotating electric machines、Machine learning、Cloud computing、Random forest algorithm、Linear regression algorithm

Finding the Best Semiconductor Process Recipe Settings Using Meta-Learning

工業工程與管理系所

遷移式學習、元學習、神經獲取函式、Halton序列、萬用啟發式演算法、化學相沉積、Transfer learning、meta-learning、neural acquisition function、Halton sequence、metaheuristic、chemical vapor deposition

Predicting Cryptocurrency Prices Using Machine Learning Based on Time Series and Regression

管理學院工業工程與管理學程

加密貨幣、機器學習、價格預測、比特幣、乙太幣、Cryptocurrencies、Machine Learning、Price Prediction、Bitcoin、Ethereum

Reliable Energy-efficient Surveillance Routing in Dynamic Uncertain Group-based Industrial Wireless Sensor Networks

工業工程與管理系所

可靠監測路徑、以群為基礎的工業無線感測網路、智慧工廠、感測器能量消耗、模糊理論、和聲搜尋演算法、Reliable surveillance routing、group-based industrial wireless sensor network、smart manufacturing、energy efficiency、fuzzy logic、harmony search

Optimal Charging Decisions of the Internet of Energy with Multiple Community Energy Trading Platforms

工業工程與管理系所

能源共享、多能源交易平台、能源互聯網、和弦搜尋演算法、簡化和弦搜尋演算法、Energy Sharing、Multiple Energy Platforms、Internet of Energy、Harmony Search、Simplified Harmony Search

Using Deep Learning to Decrease the Fake Defects from Automatic Optical Inspection of Printed Circuit Boards

管理學院工業工程與管理學程・共同指導：巫佳煌

自動光學檢測、數位影像處理、深度學習、瑕疵檢測、印刷電路板、Automatic Optical Inspection、Digital Image Processing、Deep Learning、Defect Inspection、Printed Circuit Board

Drunk Driving Detection Using Deep Learning Based on Joint Recurrence Plot

工業工程與管理系所・共同指導：西山裕之

腦電波、深度學習、聯合遞歸圖、卷積神經網路、特徵選擇、Electroencephalograph、Deep Learning、Joint Recurrence Plot、Convolutional Neural Network、Feature Selection

Deep Q Network Approach for Multi-constraint Reentrant Hybrid Flow Shop Scheduling in Automated Material Handling System

工業工程與管理系所

智慧工廠、深度學習、智慧製造、排程問題、人工智慧、深度Q網路、迴流式混合流程型生產、Smart factory、deep learning、smart manufacturing、scheduling、artificial intelligence、deep Q network、reentrant hybrid flow shop

Ensemble Bayesian Optimization for Solving High- dimensional Black-box Function Optimization Problems

工業工程與管理系所

貝氏優化、黑箱函式、隨機森林、K-D樹、特徵選取、基因演算法、Bayesian optimization、black box function、random forest、K-D Tree、feature selection、genetic algorithm

Survey and Analysis on Cybersecurity of Smart Factories Based on 5G Networks and Industrial Internet of Things

工業工程與管理系所

第五代行動網路技術、工業物聯網、物聯網、智慧工廠、網路安全、fifth-generation mobile networks、industrial internet of things、Internet of things、smart factory、cybersecurity

Production Scheduling in Perishable Product Processing Using Simulated Annealing and Genetic Algorithm

管理學院工業工程與管理學程

易腐敗、基因演算法、模擬退火法、田口實驗方法、排程規劃、Perishable、Simulated Annealing、Genetic Algorithms、Taguchi Methods、Scheduling Theory

Altruistic Production and Distribution Planning of a Manufaturer in Multilayer Dual-Channel Supply Chain

工業工程與管理系所

生產與分配規劃、雙通路供應鏈、利他主義、雙目標問題、非支配排序基因演算法、獅群演算法、Production and distribution planning、Dual-channel supply chain、Altruism、Bi-objective problem、Non-dominated sorting genetic algorithm、Lion pride algorithm

Using Analytic Hierarchy Process to Analyze the Essentials for Introducing New Customers in the Semiconductor Industry

管理學院工業工程與管理學程

決策分析、層級分析法、半導體產業、decision analysis、Analytic Hierarchy Process、semiconductor industry

Improving the Process of Selecting Fastener Suppliers in the Networking Equipment Company Purchasing Department Using Analytic Hierarchy Process and Genetic Algorithm

管理學院工業工程與管理學程

供應鏈、層級分析法、基因演算法、緊固件、Supplier Chain、Analytic Hierarchy Process (AHP)、Genetic Algorithm、Fastener

Establishing the BABIP Tracking Model in Major League Baseball Using Two-class Logistic Regression

管理學院工業工程與管理學程

二元羅吉斯迴歸、場內安打率、球場動態追蹤系統、美國職棒大聯盟、棒球、Two-class logistic regression、Batting Average on Balls put Into Play (BABIP)、STATCAST、Major League Baseball、Baseball

Joint Facility Location and Vehicle Routing Problem with Multiple Delivery Methods for Medication Delivery Services

工業工程與管理系所

碳排放、基因演算法、宅配、居家照護物流、萬用啟發式演算法、區位途程問題、藥物配送、Carbon Emission、Genetic Algorithm、Home Delivery、Home Health Care Logistics、Metaheuristics、Location Routing Problem、Medication Distribution

Scheduling of 5G Millimeter Wave Data Acquisition Using Genetic Algorithm

管理學院工業工程與管理學程

基因演算法、零工式生產排程、最小化最大完工時間、派工法則、隨機排程、genetic algorithm、job shop scheduling、makespan、dispatching rule、stochastic scheduling

Job Shop Scheduling in Smart Factories Based on Edge Computing Using Multi-decision Deep Reinforcement Learning

工業工程與管理系所

智慧工廠、零工生產問題、雲端計算、邊緣計算、深度強化學習、Smart factory、Job shop scheduling problem、Cloud computing、Edge computing、Deep reinforcement learnin

Optimal Charging Control of Cooperative Households in a Community in the Internet of Energy with Trading Platform

工業工程與管理系所

能源互聯網、共享經濟、儲能設備、即時電價、Internet of Energy、sharing economy、trading platform、energy storage equipment、Real-time price

Efficient Sampling of Chemical Vapor Deposition Manufacturing Process Using Multi-Fidelity Method

工業工程與管理系所

多保真度資訊、元模型、萬用啟發式演算法、高斯過程迴歸、化學氣相沉積、Multi-fidelity information、metamodel、metaheuristic algorithm、Gaussian process regression、chemical vapor deposition

On the Human Matching Problem when Making Multi-format Product Hazardous Substance Reports with Multi-plant Resource Sharing

管理學院工業工程與管理學程

有害物質禁用指令、材料符合聲明書、產品有害物質報告、層級分析法、因演算法、Restriction of Hazardous Substance、(RoHS)、Material Composition Declaration、(MCD)、Product Hazardous Substance Report、Analytic Hierarchy Process、(AHP)、Genetic Algorithm

Mining Frequent Patterns in Distributed Computing Environments with Varying Network Bandwidth and Limited Memory

工業工程與管理系所

資料探勘、頻繁模式挖掘法、分散式資料探勘、平行運算、有限記憶體、Data mining、frequent pattern mining、distributed mining、parallel mining、limited memory

Upstream Supply Chain Optimization of Biodiesel from Waste Cooking Oil

管理學院工業工程與管理學程

廢食用油、供應鏈最佳化、設施地點、waste cooking oil、supply chain optimization、facility location

On Resource Allocation for Multi-beam Solar Power Satellites Performing Simultaneous Wireless Information and Power Transmission in Space-Terrestrial Integrated Networks

工業工程與管理系所

多波束衛星、太陽能衛星、資源分配問題、同步訊息與電力傳輸技術、太空地域整合網路、啟發式演算法、Multi-beam satellite、solar power satellite、resource allocation、simultaneous wireless information and power transmission、space-terrestrial integrated network、metaheuristic algorithm

Three-Dimensional Container Loading and Vehicle Routing Problem with General Overlapping Service Regions

運輸與物流管理學系・共同指導：姚銘忠

廣義型重疊服務區域、考量三維裝載容積之車輛路徑問題、基因演算法、General overlapping service regions、three-dimensional capacitated vehicle routing problem、Genetic algorithm

On Optimal Placement and Sleep Control of Relay Nodes in Heterogeneous Small Cell Networks

工業工程與管理系所

小型基地站、中繼站、節點配置、睡眠控制、電磁污染、基因演算法、差分進化法演算法、能源效率、最佳化、混合啟發式演算法、small cell、relay node、placement、sleep control、electromagnetic、genetic algorithm、differential evolution、energy efficiency、optimization、hybrid metaheuristic

Optimal Three-Dimensional IoT Deployment of the Forest Recreation Park with Managerial Service Benefit Consideration

工業工程與管理系所

智慧旅遊、物聯網、模擬退火法、三維空間、森林遊樂園區、Smart tourism、Internet of Things、simulated annealing、three-dimensional space、forest recreation park

Considering Stocker Locations in the Reentrant Hybrid Flow Shop Scheduling Problem

工業工程與管理系所

迴流式、混合流程型生產排程、自動物料搬運系統、自動倉儲、混合猴群演算法、Reentrant、Hybrid flow shop、Automated material handling system、Stocker、Hybrid monkey search algorithm

Simultaneously Selecting Features and Instances in Big Data

工業工程與管理系所

工業4.0、智慧工廠、萬用啟發式演算法、特徵選擇、資料點選擇、機器學習、噪音資料、巨量資料、Industry 4.0、smart factory、metaheuristic algorithm、instance selection、feature selection、noisy data、evolutionary computation、Big Data、machine learning

Faults and Concept Drifts Detection and Adaptation of Wind Turbines

工業工程與管理系所

風力發電機、自我組織映射圖、故障預測、概念漂移、調適處理、Wind turbine、self-organizing maps、fault prognosis、concept drift、adaption

Optimal Charging Control of Household Energy Storage and Electric Vehicles in the Internet of Energy with Energy Trading

工業工程與管理系所

能源互聯網、智慧電網、能源交易、蓄電池儲能系統、實時電價、電動車、啟發式演算法、鯨魚優化演算法、Internet of Energy、smart grid、energy trading、BESS、Real Time Pricing、electric vehicle、whale optimization algorithm、metaheuristic algorithm

Production Monitoring and Scheduling System Applied to Smart Factory by Cyber-Physical Systems and Edge Computing

管理學院工業工程與管理學程

虛實系統、平台即服務、邊緣運算、自動排程、Cyber-physical system、platform as a service (PaaS)、edge computing、automatic scheduling

Deep Reinforcement Learning for Solving Job Shop Scheduling Problems

工業工程與管理系所・共同指導：劉建良

零工式排程問題、深度學習、強化學習、job shop scheduling problem、deep learning、reinforcement learning

Blockchain-Based Online Sports/Esports Betting Platform

工業工程與管理系所

線上運動博弈、區塊鏈技術、智能合約、以太坊、點對點技術、online sports betting、blockchain technology、smart contract、Ethereum、peer-to-peer

Capacitated Vehicle Routing Problem with Overlapping Service Regions

運輸與物流管理學系・共同指導：姚銘忠

廣義型重疊服務區域、車輛路徑問題、基因演算法、區域搜尋、General overlapping service regions、vehicle routing problem、genetic algorithm、local search

Joint Reentrant Hybrid Flowshop Scheduling and Vehicle Assignment Problem with Multiple Stockers

工業工程與管理系所

迴流式製程、生產排程、自動倉儲、協同共演化、和聲搜尋演算法、reentrant process、production scheduling、stocker、cooperative coevolution、harmony search algorithm

Home Health Care Rostering and Routing Problem with Matching Score of Caregivers and Caretakers

工業工程與管理系所

家庭健康照護、照護人員排程、有時間窗格的車輛路徑問題、基因演算法、變動鄰域搜索法、Home Health care problems、home care worker rostering、vehicle routing problems with time windows、Genetic Algorithm、Variable Neighborhood Search

Many-Objective Sensor Selection in Internet of Things Systems

工業工程與管理系所

物聯網、感測器選擇、許多目標最佳化、能量效率、能量平衡、Internet of things、sensor selection、many-objective optimization、energy efficiency、energy balancing

On Deployment of Fog Computing Systems at Logistics Centers

工業工程與管理系所

霧計算、猴群演算法、基因演算法、霧裝置佈署、工業4.0、Fog computing、monkey algorithm、genetic algorithm、og device deployment、Industry 4.0

Peak Load Shifting in the Internet of Energy with Energy Trading among End-Users

工業工程與管理系所

能源互聯網、電力儲能系統、移峰填谷、能源交易、Internet of energy、distributed energy storage system、peak load shifting、energy trading

Multiple Containers Loading Problem with Overlapping Service Regions

運輸與物流管理學系・共同指導：姚銘忠

三維裝載、貨櫃裝載問題、重疊服務區域、多卸貨點、基因演算法、3D loading、container loading problem、overlapping service regions、multi-drop、genetic algorithm

Optimizing the Latency and Cost of Software-Defined Vehicular Networks

工業工程與管理系所・共同指導：劉建良

車載隨意網路、軟體定義車載網路、延遲時間、改良型基因演算法、基因演算法、VANET、SDVN、latency、IGA、GA

Integrating Multi-variable Grey Forecasting with Genetic Programming to Forecast the Amount of CO2 Emissions

工業工程與管理系所

二氧化碳排放量影響因素、預測二氧化碳排放量、多變量灰預測模型、基因規劃法、CO2 emission factors、CO2 emission forecasting、Grey forecasting model、Genetic programming

Optimizing the Supply Chain of Coproducing Forest Biomass Electricity and Bioethanol

工業工程與管理系所

森林生質能、碳排放、生質酒精、共構、供應鏈最佳化、forest bioenergy、carbon emission、bioethanol、coproduction、supply chain optimization

Reentrant Hybrid Flow Shop Scheduling Problems with Stockers: A Hybrid Genetic Algorithm and Harmony Search Algorithm

工業工程與管理系所

生產排程問題、自動倉儲、迴流式、平行機、和聲搜尋演算法、Flow shop scheduling、stocker、reentrant、parallel machines、harmony search algorithm

Resource Allocation in Heterogeneous Vehicular Cloud Computing Systems

工業工程與管理系所

智慧運輸系統、車載雲端計算、半馬可夫決策過程、車載隨意網路、Intelligent transportation system、vehicular cloud computing、semi-Markov decision processes、VANET

Forest Biomass-to-biofuel Facility Location Problem Using Fuzzy Multi-objective Linear Programming

工業工程與管理系所

設施選址問題、模糊理論、模糊多目標線性規劃、Facility location problem、Fuzzy theory、Fuzzy Multiple Objective Linear Programming

Design Factors for Gamification to Enhance Empathetic Understanding of Social Innovation

工業工程與管理系所

社會創新、遊戲化、遊戲化設計特徵、同理心理解、Social Innovation、Gamification、Design Factors for Gamification、Empathetic Understanding

A Harmony Search Algorithm that Jointly Considers Deployment and Scheduling of Wireless Sensor Networks

工業工程與管理系所

物聯網、無線感測網路、感測器配置、感測器排程、和聲搜尋演算法、Internet of Things、Wireless Sensor Networks、Sensor Development、Sensor Scheduling、Harmony Search

A Simulated Annealing Approach with Spatial Operator for Spatial Forest Thinning Planning

工業工程與管理系所

森林疏伐、碳吸存、森林規劃、模擬退火法、空間規劃、Forest thinning、carbon sequestration、forest planning、simulated annealing、spatial planning

Different-Dimensional Deployment Problems of Hybrid VANET-Sensor Networks

工業工程與管理系所

車載網路、無線感測網路、配置、QoS、和聲搜尋演算法、Vehicular network、wireless sensor network、deployment、harmony search algorithm

On the Lifetime Extension of Dynamic Heterogeneous Wireless Sensor Networks with Energy-Harvesting Sensors

工業工程與管理系所

異質無線感測網路、能量採集感測器、和聲搜尋演算法、動態最佳化、Heterogeneous wireless sensor network、Energy-harvesting sensor、Harmony search algorithm、Dynamic optimization

On the Home Health Care Problem that Jointly Considering Rostering, Routing, and Rerostering

工業工程與管理系所

家庭健康照護問題、護理師排程、車輛路徑、和聲搜尋演算法、Home health care problem、nurse rostering、vehicle routing、harmony search algorithm

Nurse Scheduling with Multiple Preference Ranks for Shifts and Days-off

工業工程與管理系所

護理師班表、滿意度、偏好等級、整數規劃、基因演算法、Nurse schedule、satisfaction、preference rank、integer programming、genetic algorithm

Incorporating Centrality-based Plane Graph Drawing and Force-directed Method to Visualize Small-World Graphs and its Application to Semiconductor Wafer Fabrication

工業工程與管理系所

資訊視覺化、網路分析、視覺分析、圖形繪製、力導向法、Information visualization、Network analysis、Visualization analysis、Graph drawing、Force-directed method

Optimal Wireless Mesh Router Placement with Constraints of Gateway Positions and QoS

工業工程與管理系所

無線網狀網路、網路閘道、服務品質、粒子群優化法、WMNs、Gateway、QoS、PSO

A Relation-Based Genetic Algorithm for the Topology Clustering Problem with Social Features in Hierarchical Information-Centric Networks

工業工程與管理系所

訊息中心網路、關聯式基因演算法、社群特性、Information-Centric Networks、Relation-based GA

A Memetic Algorithm for Detecting Hierarchical and Overlapping Community Structures in Dynamic Social Networks

工業工程與管理系所

社群網路、重疊與階層的群聚結構、動態社群網路、基因演算法、Social network、Hierarchical and overlapping community structure、Dynamic social network、Memetic algorithm

An Improved Bat-inspired Algorithm for Router Node Placement with Weighted Clients in Wireless Mesh Networks

工業工程與管理系所

無線網狀網路、改良型蝙蝠演算法、動態路由器節點配置、Wireless mesh network、bat-inspired algorithm、dynamic router node placement

An Improved PSO Approach to the Joint Order Batching and Picker Manhattan Routing Problem

工業工程與管理系所

倉儲中心、揀貨、改良型粒子群優化法、order picking、improved particle swarm optimization、order batching

A Social-based PSO Algorithm for Social-aware Dynamic Router Node Placement in Wireless Mesh Networks

工業工程與管理系所

無線網狀網路、路由器節點配置問題、群聚移動、基於社群之粒子群優化法、Wireless mesh networks、router node placement problem、cluster movement of clients、Social-based PSO Algorithm

Analyzing Aesthetics of User-Sketched Drawings of Vertex-Weighted Graphs

工業工程與管理系所

圖形繪圖美學、權重、學習效應、手繪圖形繪圖、視覺化、Graph drawing aesthetics、Vertex-weighted、Learning effect、User-sketched graph drawings、Visualization

Two-Door Three-Dimensional Container Packing Problem under Home Delivery Service

工業工程與管理系所

宅配服務、容器裝載問題、運輸、物流、home delivery、container packing problem、transportation、logistics

Evaluating Clustered Graph Drawing Aesthetics in User-Generated Layouts

工業工程與管理系所

圖形繪圖美學、叢集圖形繪圖、可視化、使用者產生的設計、Graph drawing aesthetics、clustered graph drawing、visualization、user- generated layout

Detecting Hierarchical Community Structures in Social Networks Using Mixed Integer Programming

工業工程與管理系所

社群網路、社群偵測、階層式社群結構、整數規劃、social network、community detection、hierarchical community structure、integer programming

A Hybrid GA-PSO Algorithm with Local Search and Recovery Scheme for Nurse Preference Scheduling

工業工程與管理系所

護理排程、偏好、混和基因-粒子群優化演算法、nurse scheduling、preference、hybrid GA-PSO algorithm

On Aesthetics of User-Sketched Drawings of Symmetric Graphs on Tablet PCs

工業工程與管理系所

美學、手繪圖形、對稱圖、學習能力、aesthetics、graph drawing、symmetry、learning ability

Link Scheduling in Wireless Mesh Networks with Gateway Design Constraint Using Approximate Dynamic Programming

工業工程與管理系所

無線網狀網路、鏈結排程、排程、閘道、基因演算法、動態規劃、近似動態規劃、Wireless mesh networks、link scheduling、gateway、genetic algorithm、dynamic programming、approximate dynamic programming

A Genetic Algorithm for Minimizing Carbon Footprint for the Time-Dependent Heterogeneous Fleet Vehicle Routing Problem with Alternative Paths

工業工程與管理系所

碳足跡、車輛途程問題、多車種、多路徑、基因演算法、Carbon Footprint、Vehicle Routing Problem、Heterogeneous Fleet、Alternative Paths、Genetic Algorithm

A Novel Simulated Annealing Algorithm for the Mesh Router Node Placement Problem with Service Priority Constraint in Wireless Mesh Networks

工業工程與管理系所

無線網狀網路、改善模擬退火法、路由節點配置、退火排程、wireless mesh network、improved simulated annealing、router node placement、annealing schedule

Applying Simulated Annealing to Joint Routing, Scheduling and Variable-Width Channel Allocation for Multi-hop WMNs

工業工程與管理系所

模擬退火法、路由、排程、頻道配置、可變頻寬、Simulated Annealing、routing、scheduling、channel assignment、variable-width

A Simulated Annealing Approach to Reducing Test Items of TFT-LCD Products in Array Process

工業工程與管理系所

薄膜電晶體液晶顯示器、模擬退火法、陣列段測試、TFT-LCD、Simulated Annealing、Array test

On Vehicle Routing Problem with Customers' Time Windows and Drivers' Off-hour Regulation

工業工程與管理系所

基因演算法、具時間窗車輛途程問題、駕駛員休息規定、Genetic Algorithm、Vehicle Routing Problem with Time Window、Drivers' Off-hour Regulation