4.7 Article

Residential energy flexibility characterization using non-intrusive load monitoring

相关参考文献

注意:仅列出部分参考文献,下载原文获取全部文献信息。
Article Green & Sustainable Science & Technology

Event Matching Classification Method for Non-Intrusive Load Monitoring

Elnaz Azizi et al.

Summary: This paper proposes a novel event-based NILM classification algorithm that accurately detects appliance operation modes from power signals and addresses issues existing in current NILM methods.

SUSTAINABILITY (2021)

Article Construction & Building Technology

Non-intrusive load disaggregation of smart home appliances using the IPPO algorithm and FHM model

Dong Xia et al.

Summary: The study proposes a practical mixed method for load disaggregation of electrical devices in smart homes, utilizing the highly precise Factorial Hidden Markov Model. The Improved Prey-Predator Optimization Algorithm is applied, along with three constraints for better adjustment of the position matrix, resulting in decreased evaluation databanks and computing periods. The efficiency of the proposed technique is confirmed through the evaluation of speed and accuracy of useful data from six smart homes against other methods.

SUSTAINABLE CITIES AND SOCIETY (2021)

Article Construction & Building Technology

Key performance indicators for the evaluation of building indoor air temperature control in a context of demand side management: An extensive analysis for Romania

Adrian Fratean et al.

Summary: Buildings, as the main energy consumers, can also act as smart energy hubs to provide demand side flexibility for the grid. By controlling heating and cooling, buildings can adjust their flexibility and different methods can be used to evaluate the energy flexibility of buildings.

SUSTAINABLE CITIES AND SOCIETY (2021)

Article Automation & Control Systems

Residential Load Disaggregation Considering State Transitions

Sevda Zeinal-Kheiri et al.

IEEE TRANSACTIONS ON INDUSTRIAL INFORMATICS (2020)

Article Construction & Building Technology

A sensitivity analysis on the heating and cooling energy flexibility of residential buildings

Jacopo Vivian et al.

SUSTAINABLE CITIES AND SOCIETY (2020)

Article Construction & Building Technology

An improved non-intrusive load disaggregation algorithm and its application

Hui Liu et al.

SUSTAINABLE CITIES AND SOCIETY (2020)

Article Construction & Building Technology

Flexibility management model of home appliances to support DSO requests in smart grids

Fernando Lezama et al.

SUSTAINABLE CITIES AND SOCIETY (2020)

Article Engineering, Electrical & Electronic

Residential Household Non-Intrusive Load Monitoring via Smart Event-based Optimization

Elnaz Azizi et al.

IEEE TRANSACTIONS ON CONSUMER ELECTRONICS (2020)

Review Energy & Fuels

Challenges of renewable energy penetration on power system flexibility: A survey

Semich Impram et al.

ENERGY STRATEGY REVIEWS (2020)

Article Construction & Building Technology

Energy management using non-intrusive load monitoring techniques - State-of-the-art and future research directions

R. Gopinath et al.

SUSTAINABLE CITIES AND SOCIETY (2020)

Article Construction & Building Technology

An empirical exploration of performance metrics for event detection algorithms in Non-Intrusive Load Monitoring

Lucas Pereira et al.

SUSTAINABLE CITIES AND SOCIETY (2020)

Article Engineering, Electrical & Electronic

Low-Complexity Non-Intrusive Load Monitoring Using Unsupervised Learning and Generalized Appliance Models

Qi Liu et al.

IEEE TRANSACTIONS ON CONSUMER ELECTRONICS (2019)

Article Construction & Building Technology

Multi-objective home energy management with battery energy storage systems

B. Lokeshgupta et al.

SUSTAINABLE CITIES AND SOCIETY (2019)

Article Engineering, Electrical & Electronic

Residential Household Non-Intrusive Load Monitoring via Graph-Based Multi-Label Semi-Supervised Learning

Ding Li et al.

IEEE TRANSACTIONS ON SMART GRID (2019)

Article Engineering, Electrical & Electronic

Modified Cross-Entropy Method for Classification of Events in NILM Systems

Ram Machlev et al.

IEEE TRANSACTIONS ON SMART GRID (2019)

Article Engineering, Electrical & Electronic

An Extensible Approach for Non-Intrusive Load Disaggregation With Smart Meter Data

Weicong Kong et al.

IEEE TRANSACTIONS ON SMART GRID (2018)

Article Construction & Building Technology

New domain for promoting energy efficiency: Energy Flexible Building Cluster

Ilaria Vigna et al.

SUSTAINABLE CITIES AND SOCIETY (2018)

Article Construction & Building Technology

A non-intrusive load monitoring system using multi-label classification approach

Bundit Buddhahai et al.

SUSTAINABLE CITIES AND SOCIETY (2018)

Article Automation & Control Systems

Residential Demand Response for Renewable Energy Resources in Smart Grid Systems

Laihyuk Park et al.

IEEE TRANSACTIONS ON INDUSTRIAL INFORMATICS (2017)

Article Construction & Building Technology

Demand side flexibility coordination in office buildings: A framework and case study application

K. O. Aduda et al.

SUSTAINABLE CITIES AND SOCIETY (2017)

Article Engineering, Electrical & Electronic

Definitions of Demand Flexibility for Aggregate Residential Loads

Intisar Ali Sajjad et al.

IEEE TRANSACTIONS ON SMART GRID (2016)

Proceedings Paper Construction & Building Technology

A literature review of methodologies used to assess the energy flexibility of buildings

Rui Amaral Lopes et al.

PROCEEDINGS OF THE 4TH INTERNATIONAL CONFERENCE ON SOLAR HEATING AND COOLING FOR BUILDINGS AND INDUSTRY (SHC 2015) (2016)

Article Construction & Building Technology

Domestic electricity use: A high-resolution energy demand model

Ian Richardson et al.

ENERGY AND BUILDINGS (2010)