Reinforcement Learning Solution for Unit Commitment Problem Considering Minimum Start Up and Shut Down Times

Unit Commitment Problem (UCP) in power system refers to the problem of determining the on/ off status of generating units that minimize the operating cost during a given time horizon. Since various system and generation constraints are to be satisfied while finding the optimum schedule, UCP turns to be a constrained optimization problem in power system scheduling. Numerical solutions developed are limited for small systems and heuristic methodologies find difficulty in handling stochastic cost functions associated with practical systems. This paper models Unit Commitment as a multi stage decision making task and an efficient Reinforcement Learning solution is formulated considering minimum up time /down time constraints. The correctness and efficiency of the developed solutions are verified for standard test systems

Reinforcement Learning solution for Unit Commitment Problem through pursuit method

Unit commitment is an optimization task in electric power generation control sector. It involves scheduling the ON/OFF status of the generating units to meet the load demand with minimum generation cost satisfying the different constraints existing in the system. Numerical solutions developed are limited for small systems and heuristic methodologies find difficulty in handling stochastic cost functions associated with practical systems. This paper models Unit Commitment as a multi stage decision task and Reinforcement Learning solution is formulated through one efficient exploration strategy: Pursuit method. The correctness and efficiency of the developed solutions are verified for standard test systems

Significance Of Product Type And Brand In The Purchasing Behaviour Of Cattle Feeds: An Empirical Study In Kerala

Cattle feed industry is a major segment of animal feed industry. This industry is gradually evolving into an organized sector and the feed manufactures are increasingly using modern and sophisticated methods that seek to incorporate best global practices. This industry has got high potential for growth in India, given the fact that the country is the world’s leading producer of milk and its production is expected to grow at a compounded annual growth rate of 4 per cent. Besides, the concept of branded cattle feed as a packaged commodity is fast gaining popularity in rural India. There can be a positive change in the demand for cattle feed because of factors like (i) shrinkage of open land for cattle grazing, urbanization and resultant shortage of conventionally used cattle feeds, and (ii) introduction of high yield cattle requires specialized feeds. Earlier research studies done by the present authors have revealed the significant growth prospects of the branded cattle feed industry, the feed consumption pattern and the relatively high share of branded feeds, feed consumption pattern based on product types (like, pellet and mash), composition of cattle feed market and the relatively large shares of Kerala Feeds Ltd. (KFL) and Kerala Solvent Extractions Ltd. (KSE) brands, the major factors influencing the purchasing decisions etc. As a continuation of the earlier studies, this study makes a closer look into the significance of product types in the buyer behavior, level of awareness about the brand and its implications on purchasing decisions, and the brandshifting behavior and its determinants

The Social Commitment Of The New Leftist Poets

Hindi

The Wrong Kind of Lean: Over-Commitment and Under-Represented Skills on Technology Teams

This paper reports on results from five companies in the aerospace and automotive industries to show that over-commitment of technical professionals and under-representation of key skills on technology development and transition teams seriously impairs team performance. The research finds that 40 percent of the projects studied were inadequately staffed, resulting in weaker team communications and alignment. Most importantly, the weak staffing on these teams is found to be associated with a doubling of project failure rate to reach full production. Those weakly staffed teams that did successfully insert technology into production systems were also much more likely than other teams to have development delays and late engineering changes. The conclusion suggests that the expense of project failure, delay and late engineering changes in these companies must greatly out-weigh the savings gained from reduced staffing costs, and that this problem is likely going to be found in other technology-intensive firms intent on seeing project budgets as a cost to be minimized rather than an investment to be maximized.

A study of physicians' intention to quit : The role of burnout, commitment and difficult doctor-patient interactions

Resumen tomado de la publicaci??n

Internacionalizacion de las empresas colombianas casos de estudio: Hamburguesas el corral y Pan pa' ya

Con el presente trabajo se pretende describir el plan estratégico internacional que siguió PAN PA’ YA! y HAMBURGUESAS EL CORRAL en el proceso de exportación de sus productos y formalización de la comercialización a nivel internacional, mediante la formación de alianzas entre empresas y distribuidores del mercado. Por medio de un estudio de las diferentes teorías de internacionalización se pudo identificar el proceso a través del cual las empresas colombianas iniciaron sus operaciones en el extranjero. PAN PA’ YA! empezó con el sueño de ser una de las panaderías más grandes en Colombia, hoy en día constituye un negocio integral. Con el paso de los años y el movimiento diario del mercado colombiano la empresa se ha consolidado fuertemente. La mayor parte del éxito es la novedad y el interés de abrirse a mercados satisfaciendo las necesidades de los clientes y siguiendo un modelo de internacionalización en las grandes cadenas, por medio de sus productos listos para calentar. De la misma manera HAMBURGUESAS EL CORRAL gracias al estilo original y único de su decoración, nació y sigue siendo reconocido y apreciado por clientes como una marca de tradición que ha buscado posicionarse con el lema “la receta original”, y ello ha resultado en un concepto casero y único, cuyo compromiso ha sido satisfacer los gustos, expectativas y necesidades de sus clientes con una excelente calidad buscando así un modelo de internacionalización que los consolide en el exterior. Finalmente el proceso de internacionalización que siguieron las empresas Colombianas, se caracteriza por ser un proceso por etapas donde muestran detalle a detalle sus inicios, como lograron la posición dentro del país y como se han establecido en el exterior. Realizando para ello una investigación de mercado adecuada con el objetivo de satisfacer las necesidades del cliente con estrategias de innovación e ideas originales y prácticas.

New Brand PowerPoint template for teaching - how to use it

This short video show you how to download the template and use it with PowerPoint to create new presentations and apply it to existing presentations.

New Brand PowerPoint template - good practice advice

This short video introduces the new teaching templates and provides advice about good slide design

New Brand PowerPoint templates for teaching

The templates plus a couple of videos showing how to use them

Keeping Powerpoint On-Brand

These PowerPoint files (Office 2003 .ppt and Office 2010 .pptx) include brand-conformant colour swatches that can be applied to text and shapes in your own slides and posters. It also includes a scalable version of the University logo.

HTC brand reinforcement – �an attempt to create a global brand leader

Research Skills Presentation

SB.TV's successful yet unconventional establishment of a Brand based solely on Social Network Success may present a problem in long-term survival

Research Proposal in SB.TV case study. New dimension to brand model for Web 2.0 success