Data processing: generic control systems or specific application – Specific application – apparatus or process – Electrical power generation or distribution system
Reexamination Certificate
2007-07-02
2008-11-11
Masinick, Michael D (Department: 2128)
Data processing: generic control systems or specific application
Specific application, apparatus or process
Electrical power generation or distribution system
C700S275000, C700S276000, C700S278000
Reexamination Certificate
active
07451017
ABSTRACT:
An Energy and Cost Savings Calculation System is provided that automates the determination of energy and cost savings due to energy conservation measures. The system provides Multi-Variant, Non-Linear (MVNL) load forecasting techniques, energy and cost savings calculations, and Weather Ranking. The load forecasting technique may accept numerous external parameters as input. The technique may use multiple Baselines. It may also use multiple Basic Reference Periods to reduce the load forecasting error. The load forecasting technique may utilize external parameters that are updated on a daily basis, such as dry bulb temperature, dew point temperature, solar condition, and interval meter data. The technique may use Baseline Extensions to perform forecasts and Reference Period Modifications to enhance accuracy. The system may calculate energy and cost savings using Complex Rates and time-of-use (TOU) energy data. The system may rank a plurality of sources providing weather data to identify the most accurate weather data.
REFERENCES:
patent: 5377307 (1994-12-01), Hoskins et al.
patent: 5559690 (1996-09-01), Keeler et al.
patent: 5924486 (1999-07-01), Ehlers et al.
patent: 6172616 (2001-01-01), Johnson et al.
patent: 6185483 (2001-02-01), Drees
patent: 6207936 (2001-03-01), de Waard et al.
patent: 6415205 (2002-07-01), Myron et al.
patent: 6577962 (2003-06-01), Afshari
patent: 6636197 (2003-10-01), Goldenberg et al.
patent: 6785592 (2004-08-01), Smith et al.
patent: 6904385 (2005-06-01), Budike, Jr.
patent: 7130719 (2006-10-01), Ehlers et al.
patent: 2001/0020219 (2001-09-01), Kishlock et al.
patent: 2003/0050738 (2003-03-01), Masticola et al.
patent: 2004/0215529 (2004-10-01), Foster et al.
patent: 2006/0065750 (2006-03-01), Fairless
patent: 2006/0167591 (2006-07-01), McNally
J. Stuart McMenamin & Frank A. Monforte,Using Neural Networks for Day-Ahead Forecasting, Itron Technical White Paper.
Marcin Wojnarski,Modeling the Bank Client's Behavior with LTF-C Neural Network, Institute of Informatics, Warsaw University.
J. Stuart McMenamin, et al.,Statistical Approaches to Electricity Price Forecasting, Itron Technical White Paper.
J. Stuart McMenamin,Why Not Pi? A Primer on Neural for Forecasting, Itron Technical White Paper.
Itron,Metrix ND The Tool of Choice by Energy Forecasters, Power Point Presentation.
Eunite competition, Power Point Presentation.
Electrical Load Forecasting Methods, available at http://www.aclillc.com/electric—load—forecasting1.htm.
Itron,Meter Data Management.
Hippert et al.,Neural Networks for Short-term Load forecasting: A review and evaluation, IEEE Transactions on power systems, col. 16, No. 1, Feb. 2001.
Masinick Michael D
Raj Rashmi S.
Siemens Building Technologies Inc.
LandOfFree
Energy and cost savings calculation system does not yet have a rating. At this time, there are no reviews or comments for this patent.
If you have personal experience with Energy and cost savings calculation system, we encourage you to share that experience with our LandOfFree.com community. Your opinion is very important and Energy and cost savings calculation system will most certainly appreciate the feedback.
Profile ID: LFUS-PAI-O-4024619