Smart Grid Project Benefit Evaluation Based on a Hybrid Intelligent Model
نویسندگان
چکیده
With the accelerated development of smart cities, construction and grids have an increasing impact on safe stable operation power systems. The benefit evaluation can find out problems more comprehensively, which is great practical significance for further cities. In order to ensure accuracy real-time evaluation, this paper proposes a new hybrid intelligent model using improved technique preference by similarity ideal solution (TOPSIS) long–short-term memory (LSTM) optimized modified sparrow search algorithm (MSSA). First, set grid index systems established in context considering city development. Then, aiming at reverse problem existing TOPSIS, with entropy weight TOPSIS established. Finally, based LSTM MSSA optimization designed. example analysis verifies proposed, points important factors affecting benefits grids, provides idea achieve effective rapid prediction, help improve level grids.
منابع مشابه
mortality forecasting based on lee-carter model
over the past decades a number of approaches have been applied for forecasting mortality. in 1992, a new method for long-run forecast of the level and age pattern of mortality was published by lee and carter. this method was welcomed by many authors so it was extended through a wider class of generalized, parametric and nonlinear model. this model represents one of the most influential recent d...
15 صفحه اولEvaluation of Smart Schools’ Current Statue in Mazandaran Province based on “Smart School Development” Conceptual Model
Background: Smart school project is a new step in information age; it can create fundamental changes in teaching-learning process as well as teacher-student tasks and roles and integration of information technology and curriculum. The main purpose of this paper is to evaluate smart schools current statues in Mazandaran province based on “Smart School” Conceptual Model during the academic year 2...
متن کاملIntelligent Cloud Based Decision Support Framework for Smart Grid
ــــــــ a smart grid is an electricity grid that uses digital information and communication technology, it allows grid operators to monitor, analyze, control and manage a network so that more informed and efficient decisions can be adopted. A smart grid system typically includes efficient database management which allow data storage, transaction processing and querying. This paper introduces a...
متن کاملA Review on IOT Based Smart Grid
The Internet of Things (IoT) is the widely accepted technology that connect everyday objects to the internet for providing ease and various functionalities and the Smart Grid (SG) is defined as the power grid integrated with a large network of ICT. The SG is the combination of billions of smart objects: smart appliances, smart meters, actuators and sensors etc. This paper analyse the various ac...
متن کاملA Hybrid Intelligent Model to Increase the Accuracy of COCOMO
Nowadays, effort estimation in software projects is turned to one of the key concerns for project managers. In fact, accurately estimating of essential effort to produce and improve a software product is effective in software projects success or fail, which is considered as a vital factor. Lack of access to satisfying accuracy and little flexibility in existing estimation models have attracted ...
متن کاملذخیره در منابع من
با ذخیره ی این منبع در منابع من، دسترسی به آن را برای استفاده های بعدی آسان تر کنید
ژورنال
عنوان ژورنال: Sustainability
سال: 2022
ISSN: ['2071-1050']
DOI: https://doi.org/10.3390/su141710991