Profile

Neng Fan

Associate Professor, Statistics-GIDP | Associate Professor, Systems and Industrial Engineering | Associate Professor, Applied Mathematics - GIDP | Member of the Graduate Faculty

Systems and Industrial Engr

Full Page

Overview

Research

Collaboration(30)

Page 1 of 6

Grants(5)

Exploring Multidimensional Spatial-Temporal Hydropower Operational Flexibilities by Modeling and Optimizing Water-Constrained Cascading Hydroelectric Systems
Active·2020·$300K·
External
Principal Investigator (PI)
hydropower, spatial-temporal modeling, operational flexibilities, water-constrained systems, optimization
Sustainable Bioeconomy for Arid Regions (SBAR)
Active·2017·$740.5K / $14.8M·
External
Co-Investigator (COI)
sustainable bioeconomy, arid regions, bioenergy, sustainability, agriculture
Automated Situational Awareness Technologies for Robust and Resilient Fossil Energy Power via Multivariate Analysis
2018·$10.4K / $20.8K·
External
Co-Investigator (COI)
situational awareness, fossil energy, multivariate analysis, robust power, resilient power
Data Analytics for Real-Time Traffic Management
2017·$26.5K·
External
Principal Investigator (PI)
traffic management, data analytics, real-time, transportation, urban planning
Collaborative Research: Automated Knowledge Discovery in Reliability and Healthcare from Complex Data with Covariates
2016·$198.9K·
External
Principal Investigator (PI)
automated knowledge discovery, reliability, healthcare, complex data, covariates

Publications(67)

Recent

Multistage robust optimization for the day-ahead scheduling of hybrid thermal-hydro-wind-solar systems

2024

renewable energy, optimization, energy systems, forecasting, risk management

Multistage stochastic optimization for mid-term integrated generation and maintenance scheduling of cascaded hydroelectric system with renewable energy uncertainty

2024

stochastic optimization, renewable energy, generation scheduling, hydroelectric system, maintenance scheduling

Minimizing the influence spread over a network through node interception

2024

networks, influence spread, interception, minimization, node

Optimal guayule harvest planning and machinery scheduling under drought scenarios in semi-arid farms

2024

agricultural planning, drought management, machinery scheduling, guayule farming, semi-arid agriculture

Operations of data centers with onsite renewables considering greenhouse gas emissions

2023

renewable energy, data centers, greenhouse gas emissions, operations efficiency, sustainability

Stochastic Day-ahead operation of cascaded hydropower systems with Bayesian neural network-based scenario generation: A Portland general electric system study

2023

hydropower, stochastic modeling, neural network, bayesian inference, electricity market

Novel SVM-based classification approaches for evaluating pancreatic carcinoma

2023

cancer, machine learning, pancreatic carcinoma, support vector machines, medical imaging

A hybrid robust-stochastic optimization approach for day-ahead scheduling of cascaded hydroelectric systems in restructured electricity market

2023

hydroelectric systems, electricity market, optimization, scheduling, robust-stochastic approach

Optimal design of guayule and guar supply chains for the American Southwest

2023

supply chains, agricultural, design, natural rubber, sustainable

Wildfire mitigation plans in power systems: a literature review

2022

wildfire mitigation, power systems, literature review, wildfire management, risk assessment

People

Profile

Neng Fan

Collaboration(30)

Hao Zhang

Nirav Merchant

Gerardo Lopez

Larry Head

Michael Crimmins

Grants(5)

Exploring Multidimensional Spatial-Temporal Hydropower Operational Flexibilities by Modeling and Optimizing Water-Constrained Cascading Hydroelectric Systems

Sustainable Bioeconomy for Arid Regions (SBAR)

Automated Situational Awareness Technologies for Robust and Resilient Fossil Energy Power via Multivariate Analysis

Data Analytics for Real-Time Traffic Management

Collaborative Research: Automated Knowledge Discovery in Reliability and Healthcare from Complex Data with Covariates

Publications(67)

Multistage robust optimization for the day-ahead scheduling of hybrid thermal-hydro-wind-solar systems

Multistage stochastic optimization for mid-term integrated generation and maintenance scheduling of cascaded hydroelectric system with renewable energy uncertainty

Minimizing the influence spread over a network through node interception

Optimal guayule harvest planning and machinery scheduling under drought scenarios in semi-arid farms

Operations of data centers with onsite renewables considering greenhouse gas emissions

Stochastic Day-ahead operation of cascaded hydropower systems with Bayesian neural network-based scenario generation: A Portland general electric system study

Novel SVM-based classification approaches for evaluating pancreatic carcinoma

A hybrid robust-stochastic optimization approach for day-ahead scheduling of cascaded hydroelectric systems in restructured electricity market

Optimal design of guayule and guar supply chains for the American Southwest

Wildfire mitigation plans in power systems: a literature review