• Journal of the Korean Institute of Illuminating and Electrical Installation Engineers
• /
• v.20 no.9
• /
• pp.90-102
• /
• 2006

In this study, it has been attempted to build up a smart, stable, and integrated Next-generation Home Network (NHN) system capable of supporting more comfortable and convenient life in the future human housing domains, and to find out which institutional tasks are required to activate the related industries. Additionally, this study aims to review a variety of technologies suggested so far in several fields including information and communications, appliance, and building maintenance. This paper analyzes the advantages and disadvantages, acceptance structure and problems of standard technologies and it suggests the political methods and policies to embody them most effectively and integrally in the future. The said certification system is called 'Standardized Certification System for Korean-style Next-generation Home Network Buildings'(abbreviated to K-NHN) as a new system created for the purpose of developing, more effectively, NHN to be introduced in the future.

• Journal of Electrical Engineering and Technology
• /
• v.8 no.3
• /
• pp.572-580
• /
• 2013

Power metering and monitoring system is a basic element of Smart Grid technology. This paper proposes a new Non-Intrusive Load Monitoring (NILM) method for a residential buildings sector using the measured total active power consumption. Home electrical appliances are classified by ON/OFF state models, Multi-state models, and Composite models according to their operational characteristics observed by experiments. In order to disaggregate the operation and the power consumption of each model, an algorithm which includes a switching function, a truth table matrix, and a matching process is presented. Typical profiles of each appliances and disaggregation results are shown and classified. To improve the accuracy, a Time Lagging (TL) algorithm and a Permanent-On model (PO) algorithm are additionally proposed. The method is validated as comparing the simulation results to the experimental ones with high accuracy.

• 한국IT서비스학회:학술대회논문집
• /
• 2007.05a
• /
• pp.488-493
• /
• 2007

최근 정보통신 기술의 발전으로 인하여 어느 장소에서든 컴퓨터 또는 무선장치를 사용하여 집안의 지능형 가전기기들을 점검하고 제어 할 수 있는 수준까지 이르렀다. 이와 같은 서비스를 제공하기 위한 요소기술 중에 마이크로소프트사에서 발표한 UPnP(Universal Plug & Play)는 TCP/IP 프로토콜을 기반으로 하여 각 지능형 가전기기에 IP주소를 할당하여 어느 곳에서나 누구나 편리하게 지능형 가전기기의 서비스를 이용할 수 있도록 해준다. 본 논문에서는 UPnP 미들웨어 기반의 홈 네트워크에서 웹 기반의 인터페이스를 통해 지능형 가전기기를 쉽게 관리할 수 있는 홈 게이트웨이와 지능형 가전기기 간 연동 시스템을 설계하고 구현한다.

• Proceedings of the Korea Information Processing Society Conference
• /
• 2010.11a
• /
• pp.1363-1364
• /
• 2010

본 논문에서는 스마트 그리드 시스템에서 사용자의 전력 사용 요구를 받아 이를 효율적으로 스케줄링하는 시스템을 설계하고 그 프로토타입을 구현한다. 각 기기들이 시작가능시간, 종료시한, 시간대별 사용량 변화를 명세하는 프로파일 등을 스케줄러에 넘겨주면 스케줄러는 각 작업의 시작가능시간과 여유시간 내에서 작업들을 배치한 후 리커시브하게 서치 스페이스를 확장하여 가장 최소의 단위시간당 최대 전력 요구량을 갖는 스케줄을 찾아낸다. 비선점형 작업의 특성에 의해 스페이스 확장의 복잡도를 크게 줄일 수 있으며 최소비용 소비 스케줄 등 다양한 목표를 위해 변경될 수 있다. 구현된 시스템은 주어진 작업 집합에 대해 최대 전력 요구량을 30 % 감소시키는 스케줄을 생성한다.

• Proceedings of the Korea Information Processing Society Conference
• /
• 2020.11a
• /
• pp.1074-1076
• /
• 2020

스마트 휴대용 기기는 시각장애인에게 보행활동을 하는 데 있어서 초음파 센서와 적외선 거리 센서로 장애물을 인식하고 시각장애인에게 알려줌으로써 보행활동에 도움을 주는 기기로써 스마트 휴대용 기기의 구동성을 검증하기 위해 적외선 거리 센서와 초음파 센서 장애물 거리 측정 실험을 통해 센서와 장애물의 거리가 30cm보다 작을 시 버저가 울리는 실험을 수행하고 검증하였다. 기존 상용화된 전자 지팡이의 단점인 너무 많은 기능, 무거운 무게, 비싼 가격을 고려하여 자동차의 후방감지에 쓰이는 센서 기술을 휴대성이 높은 기기에 적용하여 값싸고 휴대성이 높으며 정말 필요한 기능만 내장된 스마트 휴대용 기기를 고안했다.

• Journal of the Korea Convergence Society
• /
• v.12 no.2
• /
• pp.21-28
• /
• 2021

In this study, we propose a deep learning-based NILM technique using actual measured power data for 5 kinds of home appliances and verify its effectiveness. For about 3 weeks, the active power of the central power measuring device and five kinds of home appliances (refrigerator, induction, TV, washing machine, air cleaner) was individually measured. The preprocessing method of the measured data was introduced, and characteristics of each household appliance were analyzed through spectogram analysis. The characteristics of each household appliance are organized into a learning data set. All the power data measured by the central power measuring device and 5 kinds of home appliances were time-series mapping, and training was performed using a LSTM neural network, which is excellent for time series data prediction. An algorithm that can disaggregate five types of energies using only the power data of the main central power measuring device is proposed.

• Journal of the Korea Institute of Information and Communication Engineering
• /
• v.21 no.3
• /
• pp.657-662
• /
• 2017

Recently, according to the development of the smart home field, it provides a service to install and keep the smart home appliance in a user's residential environment pleasantly. However, the conventional system method has a problem in that it is not convenient because the user selects a device or manually operates the device. In this paper, we propose a system to set the priority of the devices selected by the user and proceed with the work. When a user selects a device, it recommends a device associated with the device. Compare and set the priority of each device. And it is a system that carries out work according to the set priority. Therefore the proposed system is expected to provide users with increased convenience and efficiency of work management.

• Journal of IKEEE
• /
• v.24 no.2
• /
• pp.632-637
• /
• 2020

The non-intrusive load monitoring (NILM) is an important way to cost-effective real-time monitoring the energy consumption and time of use for each appliance in a home or business using aggregated energy from a single recording meter. In this paper, we collect from the smart farm's power consumption data acquisition system to the server via an LTE modem, converted the total power consumption, and the power of individual electric devices into HDF5 format and performed NILM analysis. We perform NILM analysis using open source denoising autoencoder (DAE), long short-term memory (LSTM), gated recurrent unit (GRU), and sequence-to-point (seq2point) learning methods.

• Journal of the Korea Institute of Information and Communication Engineering
• /
• v.16 no.9
• /
• pp.1970-1976
• /
• 2012

Home healthcare system has lot of things to do for the integration with medical instruments in the sense of standardization. We will design and implement mobile healthcare system based on smart gateway thru adaptation of ISO/IEEE 11073, and HL7 standard. And also we are willing to research heart rate monitor, pulse-oxygen meter and ECG monitor in order to develop mobile healthcare system for medical appliance. We studied the connection of standard medical devices, i.e, continua health alliance under the Android 4.x Bluetooth HDP(Health Device Profile) environments. We also tried to implement healthcare system which can support diagnosis for healthcare provider and user based on HL7 standard.

• Journal of the Korean Magnetics Society
• /
• v.23 no.2
• /
• pp.68-76
• /
• 2013

Currently, wireless power transmission technology based on magnetic induction was employed in battery charger for smart phone application. The system consists of wireless power transmitter in base station and receiver in smart phone. Size and thickness of receiver was strictly limited in the newest smart phone. In order to achieve high efficiency of a tiny small wireless power receiver module, sub-millimeter thick electromagnetic wave shielding sheet having high permeability and Q was essential component. It was found that magnetic field from transmitter to receiver can be intensified by sufficient shielding cause to minimize leakage magnetic flux by those magnetic properties. This leads to high efficiency of wireless power transmission and protects crucial integrated circuit of main board from electromagnetic noise. The important soft magnetic materials were introduced and summarized for the current small-power wireless power charger and NFC application and mid-power home appliance and high-power automotive application in the near future.