Energy Strategy Reviews, Год журнала: 2024, Номер 56, С. 101602 - 101602
Опубликована: Ноя. 1, 2024
Язык: Английский
Arabian Journal for Science and Engineering, Год журнала: 2024, Номер unknown
Опубликована: Дек. 10, 2024
Язык: Английский
Процитировано
2
2022 IEEE International Conference on Industrial Technology (ICIT), Год журнала: 2024, Номер unknown, С. 1 - 6
Опубликована: Март 25, 2024
In
evaluating
industrial
cyber-physical
systems,
there
is
an
emerging
inclination
toward
employing
data-driven
exploration
techniques
for
the
purpose
of
fault
detecting
and
diagnosing
typical
procedural
behaviors.
The
primary
objective
to
identify
occurrences
behavior
fundamental
factors
contributing
aberrations.
Multivariate
statistical
analysis,
namely
Principal
Component
Analysis
(PCA),
has
con-siderable
importance
within
realm
research
methodologies.
This
method
frequently
employed
in
context
outlier
detection
metrics,
including
Hotelling
Язык: Английский
Процитировано
0
2022 IEEE International Conference on Industrial Technology (ICIT), Год журнала: 2024, Номер unknown, С. 1 - 7
Опубликована: Март 25, 2024
This research paper investigates a new distributed consensus-oriented optimization approach to minimize the fuel cost of generation facilities subject complex nonlin-ear valve-point effect. Valve-point effect occurs due sequential opening control-valves, which causes ripples in smooth quadratic function. To respond this nonlinear problem, leaderless consensus protocol is designed using modified incremental as variable along with linear parameter varying (LPV) modelling. Unlike existing techniques, proposed based on multi-agent system framework, appreciably reduces communication and computation burden. The involved mathematical analysis unfolds that optimal solution attainable, when achieved for costs all units constraint balancing supply demand validated. convergence common value illustrated Lyapunov stability theorem properties algebraic graph theory. Simulations are carried out ten-unit benchmark test system, results show able deal economic dispatch
Язык: Английский
Процитировано
0
e-Prime - Advances in Electrical Engineering Electronics and Energy, Год журнала: 2024, Номер 9, С. 100685 - 100685
Опубликована: Июль 11, 2024
The originality of this work is introducing a novel Improved Harbor Seal Whiskers Algorithm (IHSWA) as an innovative and improved optimizer for solving complex hybrid dynamic economic-environmental dispatch (HDEED) considering uncertainty renewable energy generation (REG) various system constraints. IHSWA implemented by hybridizing opposition-based algorithm (OBA) local search (LSA) approaches to enhance the algorithm's efficiency overcome challenges other counterpart approaches. has optimal balancing feature between searching modes (exploring exploiting modes). This makes proposed algorithms more advanced than their optimizing techniques. HDEED modeled using non-convex non-smooth objective function, equality inequality constraints such ramp rate bounds (RRLs), valve-point effects (VPE), production limits (PL), spinning reserves (SRLs), prohibited operating zones (POZs), power balance (PB). approach verified on modified IEEE 57-bus 7-unit incorporating solar wind generation. compared with modern optimization techniques, traditional (HSWA), Lemurs Optimization (LOA), Nutcracker (NOA), Artificial Hummingbird (AHA). incorporation REG sources produces significant reduction in operative costs remarkable decline emissions. convergence indicates that converges rapidly towards solution, achieving best global optimum solution. ANOVA test Tukey are used analyze results statistically. shows superior features fuel cost 1640.5890 $ minimum std. value 1708.4895. While emission minimizing, attained 1080.1629 kg 1777.0770, respectively. statistical analysis approves stability, reliability, consistency strategy convergence. appreciated contribution efficiently, REG, over its holds specific importance economic development countries. It creates path increased self-sufficiency reducing need fossil fuels production. study emphasizes transition from being reliant sustainable urban economies.
Язык: Английский
Процитировано
0
PLoS ONE, Год журнала: 2024, Номер 19(9), С. e0309652 - e0309652
Опубликована: Сен. 6, 2024
In this paper, we introduce an innovative multivariable data fusion strategy for adaptive steady-state detection, specifically tailored the alumina evaporation process. This approach is designed to counteract production instabilities that often arise from frequent alterations in conditions. At core of our application denoising algorithm based on Gaussian filter, which adeptly eliminates erroneous selected variables without compromising fidelity original signal. Subsequently, implement a R-test methodology, integrated with conduct thorough and precise detection via fusion. The efficiency method rigorously validated using actual industrial processes.Our findings reveal markedly enhances stability (by 10%) process, thereby offering substantial contribution field. Moreover, versatility suggests its potential applicability wide range settings, where similar challenges prevail. study not only advances domain process control but also underscores significance strategies managing complex, variable-driven operations.
Язык: Английский
Процитировано
0
Energy Strategy Reviews, Год журнала: 2024, Номер 56, С. 101602 - 101602
Опубликована: Ноя. 1, 2024
Язык: Английский
Процитировано
0