Works (5)

Updated: July 5th, 2023 14:48

2021 journal article

Scenario Reduction for Stochastic Day-Ahead Scheduling: A Mixed Autoencoder Based Time-Series Clustering Approach

IEEE TRANSACTIONS ON SMART GRID, 12(3), 2652–2662.

By: J. Liang n & W. Tang n

co-author countries: United States of America 🇺🇸
author keywords: Time series analysis; Renewable energy sources; Optimization; Computer architecture; Task analysis; Stochastic processes; Neural networks; Dimensionality reduction; time-series clustering; renewable energy integration; scenario reduction
Source: Web Of Science
Added: May 24, 2021

2020 journal article

Interval based transmission contingency-constrained unit commitment for integrated energy systems with high renewable penetration

INTERNATIONAL JOURNAL OF ELECTRICAL POWER & ENERGY SYSTEMS, 119.

By: J. Liang n & W. Tang n

co-author countries: United States of America 🇺🇸
author keywords: Contingency-constrained unit commitment; Integrated energy system; Interval optimization; Power-to-gas
Source: Web Of Science
Added: April 27, 2020

2020 journal article

Sequence Generative Adversarial Networks for Wind Power Scenario Generation

IEEE JOURNAL ON SELECTED AREAS IN COMMUNICATIONS, 38(1), 110–118.

By: J. Liang n & W. Tang n

co-author countries: United States of America 🇺🇸
author keywords: Deep learning; generative models; renewable energy integration; scenario generation
Source: Web Of Science
Added: April 20, 2020

2020 journal article

Stochastic multistage co-planning of integrated energy systems considering power-to-gas and the cap-and-trade market

INTERNATIONAL JOURNAL OF ELECTRICAL POWER & ENERGY SYSTEMS, 119.

By: J. Liang n & W. Tang n

co-author countries: United States of America 🇺🇸
author keywords: Branch-and-price algorithm; Multistage stochastic programming; Expansion co-planning for integrated power and gas systems; Power-to-gas
Source: Web Of Science
Added: April 27, 2020

2020 journal article

Sustainable community based PV-storage planning using the Nash bargaining solution

INTERNATIONAL JOURNAL OF ELECTRICAL POWER & ENERGY SYSTEMS, 118.

By: J. Liang n, A. Shirsat n & W. Tang n

co-author countries: United States of America 🇺🇸
author keywords: Cooperative game; Nash bargaining solution; PV-storage expansion planning; Scenario generation; Zero-energy community
Sources: Web Of Science, ORCID
Added: March 30, 2020

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