Power Management under Windows CE

本文介绍了 Windows Embedded CE 中的功耗管理系统,包括系统功耗状态、设备驱动程序的功耗状态及其转换机制。文中还详细阐述了如何通过注册表配置来定制功耗管理策略,并解释了应用程序如何与功耗管理器进行交互。
Embedded devices are usually powered by batteries and the power have to be correctly managed to improve the device autonomy and by the way the user experience. Windows Embedded CE is provided with a Power Manager that will interact with the different drivers of the system to reduce power consumption when required.

System Power States
The OS have 4 different power states that will be the four states of the internal power manager state machine. The state transition will be linked to system conditions : user activities, system activities, application requests and timers.
The four states are :
  • On : in this state the device is full active and user can use all the different peripherals, and by consequence the current consumption is maximum
  • User Idle : this state is reach when user is not using the device after a time out, the power consumption can be reduced by, for example, decreasing the display backlight intensity and disabling peripherals.
  • System Idle : after application inactivity, the power manager switch to this state.
  • Suspend : in this state the device is consuming the less power as possible, but the device cannot be used, the processor clock is decreased (or turned in a suspend state if supported), the peripherals are usually turned off and the SDRAM is still refreshed.
The transition from On to User Idle and User Idle to Suspend is done after timers expirations, those timers value can be setup through the registry to customize your device. You can managed timers when device is powered by a battery and/or by AC, to optimize your device current consumption depending on the power source.
[HKLM\SYSTEM\CurrentControlSet\Control\Power\Timeouts]
"ACUserIdle"=dword:5 ; in seconds

This will set a timeout of 5 seconds to enter the User Idle state when the device is powered by AC. The status of the power source is not identified by the Power Manager, itself, it will require the development of a battery driver. The battery driver will provide power source transition notifications to the power manager.

Drivers Power States
On the system drivers can support 5 different levels of power according to the peripheral capabilities:
  • D0 : Full on, the peripheral is fully functional
  • D1 : Low On, fully functional the device consumption is reduce comparing to D0 state
  • D2 : Standby, device is partially powered, and able to wake up on request
  • D3 : Sleep, the device is consuming as less power as possible and can be used to wake up the system
  • D4 : Off, the device is off an do no consume any power
Each state is optional and a driver can support only few of them. The power manager will request to the driver the different supported power state at initialization.

System Power States vs Drivers Power States
The Power Manager is fully configurable through the registry, so default configuration is provided to at least manage power by its own without any pre-requisite. Each power state of the drivers will be associated to a system power state as follow :
  • On -> D0
  • User Idle -> D1
  • System Idle -> D2
  • Suspend -> D3
The Power Manager will request device driver to change their power state at system power state transitions, according to this list. As explained before, those values can be overridden using the registry by creating new entries like this :
[ HKLM \SYSTEM\CurrentControlSet\Control\Power\State\UserIdle]
"bkl1:"=dword:4 ; backlight off

[
HKLM \SYSTEM\CurrentControlSet\Control\Power\State\SystemIdle]
"bkl1:"=dword:4 ; backlight off

[
HKLM \SYSTEM\CurrentControlSet\Control\Power\State\Suspend]
"bkl1:"=dword:4 ; backlight off

In this example, the driver named bkl1: will be turned off when the system power state will switch to User Idle, System Idle and Suspend states. You can either define power state for drivers individually in the registry or group them into IClass definition. When defining a driver in the registry you can specify which class of driver this driver is associated to.
[ HKLM \SYSTEM\CurrentControlSet\Control\Power\State\SystemIdle\{ A32942B7-920C-486b-B0E6-92A702A99B35 }]
"Default"=dword:4 ; D4

This configuration will turn off all the device from the Iclass ( A32942B7-920C-486b-B0E6-92A702A99B35). This IClass value is the GUID used by the power manageable devices.

That’s all for today, but two additional articles are following in the next few days. I will talk about the device driver interface requirements, and application interface used to communicate with the Power Manager and receive notification from him.

[Updated] : Access to part 2/3

- Nicolas


In the last article we saw that the Power Manager is in charge of the management of the power on a Windows CE device, and interact with the system to change the system power consumption according to the user and system activity. Each driver can support 5 different levels of power states that can be setup from the registry.

Device Drivers Interface

The Power Manager is using IoControls to communicate with the drivers, to set, get the current power state of the driver. So drivers have to implement the support of those IoControl codes if they can manage the power of the managed device. The command codes are the following:

  • IOCTL_POWER_CAPABILITIES: used by the Power Manager to identify the power capabilities of the device driver. This command is called once when Power Manager enumerates the device on the system.
  • IOCTL_POWER_GET: used to get the current power state of the device.
  • IOCTL_POWER_SET: used to request a power transition.
  • IOCTL_POWER_QUERY: used to validate that the driver will support a power transition from its current state to the specified state.


Power Manager interface for device drivers

The device drivers cannot change their power state by themselves, without notifying the power manager; otherwise the power manager is not aware of state modification and cannot optimize the power on the device. When drivers require power level modification, they should request the power manager for that by callingDevicePowerNotify from the driver. Then the power manager will use the IoControls to request user to change is power state.

Next time we will identify how the applications can request system power transition.

[Updated] : Access to part 3/3

- Nicolas


Power Management under Windows CE [part 3/3]

Applications can also interact with the power manager to change the current power state of the system or to be notified on power state transitions.

Application System Interaction

Using the Power Manager, applications can request system power state using theSetSystemPowerState. This is true for the system but applications can also interact with drivers. Imagine that a device driver is powered off after being used, this for power consumption reason, when applications requires an access to this driver, the driver must be turned on again. Using SetPowerRequirement, applications can ask drivers through the Power Manager, to switch to a specific power state. Then usingReleasePowerRequirement, the power requirement will be release and the driver will switch back to his original power state.

Request power notification

Using message queue, applications can be notified of power transition occurring on the system. When system is entering suspend, this is transparent for applications, and the only way for applications to be notified of resuming from suspend is to register to this message queue using the RequestPowerNotification function. The messages read from the message queue provide information on the status of the system.

Modify the Power Manager

The source code of the power manager is provided with Windows Embedded CE and can be located in%_WINCEROOT% \PUBLIC\COMMON\OAK\DRIVERS\PM . This gives you a chance to adapt the behavior of the Power Manager to your requirements. Most of the time, you do not have to make any modification in the code; instead use the registry to change the default behavior.

In conclusion the power management is straightforward for Windows Embedded CE when the power requirement of your device is simple, but can start to be tricky when more complicated. In any case, the system can be fully customized through the registry or for advanced usage by modifying the behavior of the Power Manager by directly modifying the source code. Applications can be notified of power transition and act if required, but it can also interact with the system to change the power state of drivers or the system. On their side device drivers can implement power management to support 5 different levels, and optimize the power consumption of your device. The Power Manager is the only one on the system to manage the power, applications and drivers always have to send request to the Power Manager that will relay the requests to the correct system component according to his internal state machine.

-Nicolas


【电力系统】单机无穷大电力系统短路故障暂态稳定Simulink仿真(带说明文档)内容概要:本文档围绕“单机无穷大电力系统短路故障暂态稳定Simulink仿真”展开,提供了完整的仿真模型与说明文档,重点研究电力系统在发生短路故障后的暂态稳定性问题。通过Simulink搭建单机无穷大系统模型,模拟不同类型的短路故障(如三相短路),分析系统在故障期间及切除后的动态响应,包括发电机转子角度、转速、电压和功率等关键参数的变化,进而评估系统的暂态稳定能力。该仿真有助于理解电力系统稳定性机理,掌握暂态过程分析方法。; 适合人群:电气工程及相关专业的本科生、研究生,以及从事电力系统分析、运行与控制工作的科研人员和工程师。; 使用场景及目标:①学习电力系统暂态稳定的基本概念与分析方法;②掌握利用Simulink进行电力系统建模与仿真的技能;③研究短路故障对系统稳定性的影响及提高稳定性的措施(如故障清除时间优化);④辅助课程设计、毕业设计或科研项目中的系统仿真验证。; 阅读建议:建议结合电力系统稳定性理论知识进行学习,先理解仿真模型各模块的功能与参数设置,再运行仿真并仔细分析输出结果,尝试改变故障类型或系统参数以观察其对稳定性的影响,从而深化对暂态稳定问题的理解。
本研究聚焦于运用MATLAB平台,将支持向量机(SVM)应用于数据预测任务,并引入粒子群优化(PSO)算法对模型的关键参数进行自动调优。该研究属于机器学习领域的典型实践,其核心在于利用SVM构建分类模型,同时借助PSO的全局搜索能力,高效确定SVM的最优超参数配置,从而显著增强模型的整体预测效能。 支持向量机作为一种经典的监督学习方法,其基本原理是通过在高维特征空间中构造一个具有最大间隔的决策边界,以实现对样本数据的分类或回归分析。该算法擅长处理小规模样本集、非线性关系以及高维度特征识别问题,其有效性源于通过核函数将原始数据映射至更高维的空间,使得原本复杂的分类问题变得线性可分。 粒子群优化算法是一种模拟鸟群社会行为的群体智能优化技术。在该算法框架下,每个潜在解被视作一个“粒子”,粒子群在解空间中协同搜索,通过不断迭代更新自身速度与位置,并参考个体历史最优解和群体全局最优解的信息,逐步逼近问题的最优解。在本应用中,PSO被专门用于搜寻SVM中影响模型性能的两个关键参数——正则化参数C与核函数参数γ的最优组合。 项目所提供的实现代码涵盖了从数据加载、预处理(如标准化处理)、基础SVM模型构建到PSO优化流程的完整步骤。优化过程会针对不同的核函数(例如线性核、多项式核及径向基函数核等)进行参数寻优,并系统评估优化前后模型性能的差异。性能对比通常基于准确率、精确率、召回率及F1分数等多项分类指标展开,从而定量验证PSO算法在提升SVM模型分类能力方面的实际效果。 本研究通过一个具体的MATLAB实现案例,旨在演示如何将全局优化算法与机器学习模型相结合,以解决模型参数选择这一关键问题。通过此实践,研究者不仅能够深入理解SVM的工作原理,还能掌握利用智能优化技术提升模型泛化性能的有效方法,这对于机器学习在实际问题中的应用具有重要的参考价值。 资源来源于网络分享,仅用于学习交流使用,请勿用于商业,如有侵权请联系我删除!
评论
添加红包

请填写红包祝福语或标题

红包个数最小为10个

红包金额最低5元

当前余额3.43前往充值 >
需支付:10.00
成就一亿技术人!
领取后你会自动成为博主和红包主的粉丝 规则
hope_wisdom
发出的红包
实付
使用余额支付
点击重新获取
扫码支付
钱包余额 0

抵扣说明:

1.余额是钱包充值的虚拟货币,按照1:1的比例进行支付金额的抵扣。
2.余额无法直接购买下载,可以购买VIP、付费专栏及课程。

余额充值