iOS 电量监控与优化完整方案

396 阅读12分钟

iOS 电量监控与优化完整指南

目录


电量消耗概述

电量消耗来源

graph TB
    A[电量消耗] --> B[CPU]
    A --> C[网络]
    A --> D[定位]
    A --> E[屏幕]
    A --> F[后台任务]
    A --> G[传感器]
    
    B --> B1[主线程占用]
    B --> B2[后台计算]
    B --> B3[频繁唤醒]
    
    C --> C1[频繁请求]
    C --> C2[大数据传输]
    C --> C3[长连接]
    
    D --> D1[GPS 定位]
    D --> D2[持续定位]
    D --> D3[高精度定位]
    
    E --> E1[高亮度]
    E --> E2[高刷新率]
    E --> E3[复杂动画]
    
    F --> F1[后台刷新]
    F --> F2[推送唤醒]
    F --> F3[音频播放]
    
    G --> G1[加速度计]
    G --> G2[陀螺仪]
    G --> G3[磁力计]
    
    style A fill:#FF6B6B
    style B fill:#FFA07A
    style C fill:#FFD93D
    style D fill:#6BCF7F
    style E fill:#4D96FF
    style F fill:#9D84B7
    style G fill:#F38181

电量消耗占比

pie title iOS 应用电量消耗分布
    "CPU" : 30
    "网络" : 25
    "定位" : 20
    "屏幕" : 15
    "后台任务" : 5
    "传感器" : 5

电量等级划分

等级电量消耗用户感知优化优先级
优秀< 5% / 小时无感知P3
良好5-10% / 小时轻微感知P2
一般10-15% / 小时明显感知P1
较差15-20% / 小时强烈感知P0
很差> 20% / 小时严重发热P0

电量监控方案

监控架构

graph TB
    A[电量监控系统] --> B[实时监控]
    A --> C[数据采集]
    A --> D[数据分析]
    A --> E[告警系统]
    
    B --> B1[电量变化]
    B --> B2[充电状态]
    B --> B3[电池健康]
    
    C --> C1[CPU 使用率]
    C --> C2[网络流量]
    C --> C3[定位使用]
    C --> C4[后台活动]
    
    D --> D1[耗电排行]
    D --> D2[异常检测]
    D --> D3[趋势分析]
    
    E --> E1[实时告警]
    E --> E2[日报周报]
    E --> E3[优化建议]
    
    style A fill:#4ECDC4
    style B fill:#FF6B6B
    style C fill:#FFA07A
    style D fill:#95E1D3
    style E fill:#F38181

1. 电量监控管理器

import UIKit
import Foundation

class BatteryMonitor {
    
    static let shared = BatteryMonitor()
    
    // 监控数据
    private var batteryLevel: Float = 1.0
    private var batteryState: UIDevice.BatteryState = .unknown
    private var isMonitoring = false
    
    // 历史记录
    private var batteryHistory: [BatteryRecord] = []
    private let maxHistoryCount = 1000
    
    // 监控间隔
    private var monitoringTimer: Timer?
    private let monitoringInterval: TimeInterval = 60 // 60秒
    
    struct BatteryRecord: Codable {
        let timestamp: Date
        let level: Float
        let state: String
        let temperature: Float?
        let voltage: Float?
        let current: Float?
    }
    
    private init() {
        setupBatteryMonitoring()
    }
    
    // MARK: - Setup
    
    private func setupBatteryMonitoring() {
        // 启用电池监控
        UIDevice.current.isBatteryMonitoringEnabled = true
        
        // 监听电量变化
        NotificationCenter.default.addObserver(
            self,
            selector: #selector(batteryLevelDidChange),
            name: UIDevice.batteryLevelDidChangeNotification,
            object: nil
        )
        
        // 监听充电状态变化
        NotificationCenter.default.addObserver(
            self,
            selector: #selector(batteryStateDidChange),
            name: UIDevice.batteryStateDidChangeNotification,
            object: nil
        )
    }
    
    // MARK: - Monitoring Control
    
    func startMonitoring() {
        guard !isMonitoring else { return }
        
        isMonitoring = true
        
        // 立即记录一次
        recordBatteryStatus()
        
        // 定时记录
        monitoringTimer = Timer.scheduledTimer(
            withTimeInterval: monitoringInterval,
            repeats: true
        ) { [weak self] _ in
            self?.recordBatteryStatus()
        }
        
        print("🔋 电量监控已启动")
    }
    
    func stopMonitoring() {
        isMonitoring = false
        monitoringTimer?.invalidate()
        monitoringTimer = nil
        
        print("🔋 电量监控已停止")
    }
    
    // MARK: - Battery Status
    
    @objc private func batteryLevelDidChange() {
        batteryLevel = UIDevice.current.batteryLevel
        print("🔋 电量变化: \(Int(batteryLevel * 100))%")
        
        // 检查低电量
        if batteryLevel < 0.2 && batteryLevel > 0 {
            notifyLowBattery()
        }
        
        recordBatteryStatus()
    }
    
    @objc private func batteryStateDidChange() {
        batteryState = UIDevice.current.batteryState
        
        let stateString = batteryStateString(batteryState)
        print("🔋 充电状态变化: \(stateString)")
        
        recordBatteryStatus()
    }
    
    private func recordBatteryStatus() {
        let record = BatteryRecord(
            timestamp: Date(),
            level: UIDevice.current.batteryLevel,
            state: batteryStateString(UIDevice.current.batteryState),
            temperature: getBatteryTemperature(),
            voltage: getBatteryVoltage(),
            current: getBatteryCurrent()
        )
        
        batteryHistory.append(record)
        
        // 限制历史记录数量
        if batteryHistory.count > maxHistoryCount {
            batteryHistory.removeFirst()
        }
        
        // 保存到本地
        saveBatteryHistory()
    }
    
    // MARK: - Battery Info
    
    func getCurrentBatteryLevel() -> Float {
        return UIDevice.current.batteryLevel
    }
    
    func getCurrentBatteryState() -> UIDevice.BatteryState {
        return UIDevice.current.batteryState
    }
    
    func isCharging() -> Bool {
        let state = UIDevice.current.batteryState
        return state == .charging || state == .full
    }
    
    private func batteryStateString(_ state: UIDevice.BatteryState) -> String {
        switch state {
        case .unknown:
            return "未知"
        case .unplugged:
            return "未充电"
        case .charging:
            return "充电中"
        case .full:
            return "已充满"
        @unknown default:
            return "未知"
        }
    }
    
    // MARK: - Battery Metrics (需要私有 API 或估算)
    
    private func getBatteryTemperature() -> Float? {
        // iOS 不提供公开 API 获取电池温度
        // 可以通过 IOKit 私有 API 获取(不推荐上架 App Store)
        return nil
    }
    
    private func getBatteryVoltage() -> Float? {
        // iOS 不提供公开 API 获取电池电压
        return nil
    }
    
    private func getBatteryCurrent() -> Float? {
        // iOS 不提供公开 API 获取电池电流
        return nil
    }
    
    // MARK: - Battery Analysis
    
    // 计算电量消耗速率(%/小时)
    func calculateBatteryDrainRate() -> Float? {
        guard batteryHistory.count >= 2 else { return nil }
        
        let recentRecords = batteryHistory.suffix(10)
        guard let firstRecord = recentRecords.first,
              let lastRecord = recentRecords.last else {
            return nil
        }
        
        let timeDiff = lastRecord.timestamp.timeIntervalSince(firstRecord.timestamp)
        guard timeDiff > 0 else { return nil }
        
        let levelDiff = firstRecord.level - lastRecord.level
        let hoursDiff = Float(timeDiff / 3600)
        
        let drainRate = (levelDiff / hoursDiff) * 100
        
        return drainRate
    }
    
    // 预估剩余使用时间(小时)
    func estimateRemainingTime() -> Float? {
        guard let drainRate = calculateBatteryDrainRate(),
              drainRate > 0 else {
            return nil
        }
        
        let currentLevel = UIDevice.current.batteryLevel * 100
        let remainingTime = currentLevel / drainRate
        
        return remainingTime
    }
    
    // 获取电量消耗报告
    func getBatteryReport() -> BatteryReport {
        let currentLevel = UIDevice.current.batteryLevel
        let drainRate = calculateBatteryDrainRate()
        let remainingTime = estimateRemainingTime()
        
        return BatteryReport(
            currentLevel: currentLevel,
            drainRate: drainRate,
            remainingTime: remainingTime,
            isCharging: isCharging(),
            recordCount: batteryHistory.count
        )
    }
    
    struct BatteryReport {
        let currentLevel: Float
        let drainRate: Float?
        let remainingTime: Float?
        let isCharging: Bool
        let recordCount: Int
        
        func description() -> String {
            var desc = """
            
            ========== 电量报告 ==========
            当前电量: \(Int(currentLevel * 100))%
            充电状态: \(isCharging ? "充电中" : "未充电")
            """
            
            if let drainRate = drainRate {
                desc += "\n消耗速率: \(String(format: "%.2f", drainRate))%/小时"
            }
            
            if let remainingTime = remainingTime {
                desc += "\n预计剩余: \(String(format: "%.1f", remainingTime)) 小时"
            }
            
            desc += "\n记录数量: \(recordCount)"
            desc += "\n===========================\n"
            
            return desc
        }
    }
    
    // MARK: - Notifications
    
    private func notifyLowBattery() {
        print("⚠️ 低电量警告")
        
        // 发送通知
        NotificationCenter.default.post(
            name: NSNotification.Name("LowBatteryWarning"),
            object: nil
        )
    }
    
    // MARK: - Persistence
    
    private func saveBatteryHistory() {
        let encoder = JSONEncoder()
        encoder.dateEncodingStrategy = .iso8601
        
        if let data = try? encoder.encode(batteryHistory) {
            UserDefaults.standard.set(data, forKey: "BatteryHistory")
        }
    }
    
    private func loadBatteryHistory() {
        guard let data = UserDefaults.standard.data(forKey: "BatteryHistory") else {
            return
        }
        
        let decoder = JSONDecoder()
        decoder.dateDecodingStrategy = .iso8601
        
        if let history = try? decoder.decode([BatteryRecord].self, from: data) {
            batteryHistory = history
        }
    }
    
    // MARK: - Export
    
    func exportBatteryHistory() -> String {
        var csv = "时间,电量(%),状态\n"
        
        for record in batteryHistory {
            let dateFormatter = DateFormatter()
            dateFormatter.dateFormat = "yyyy-MM-dd HH:mm:ss"
            let timeString = dateFormatter.string(from: record.timestamp)
            
            csv += "\(timeString),\(Int(record.level * 100)),\(record.state)\n"
        }
        
        return csv
    }
}

2. CPU 监控

import Foundation

class CPUMonitor {
    
    static let shared = CPUMonitor()
    
    private var monitoringTimer: Timer?
    private var cpuHistory: [CPURecord] = []
    
    struct CPURecord {
        let timestamp: Date
        let usage: Double
        let threads: Int
    }
    
    private init() {}
    
    // 开始监控
    func startMonitoring(interval: TimeInterval = 1.0) {
        monitoringTimer = Timer.scheduledTimer(
            withTimeInterval: interval,
            repeats: true
        ) { [weak self] _ in
            self?.recordCPUUsage()
        }
    }
    
    // 停止监控
    func stopMonitoring() {
        monitoringTimer?.invalidate()
        monitoringTimer = nil
    }
    
    // 获取当前 CPU 使用率
    func getCurrentCPUUsage() -> Double {
        var totalUsage: Double = 0
        var threadsList: thread_act_array_t?
        var threadsCount = mach_msg_type_number_t(0)
        
        let threadsResult = task_threads(mach_task_self_, &threadsList, &threadsCount)
        
        guard threadsResult == KERN_SUCCESS,
              let threads = threadsList else {
            return 0
        }
        
        for index in 0..<Int(threadsCount) {
            var threadInfo = thread_basic_info()
            var threadInfoCount = mach_msg_type_number_t(THREAD_INFO_MAX)
            
            let infoResult = withUnsafeMutablePointer(to: &threadInfo) {
                $0.withMemoryRebound(to: integer_t.self, capacity: 1) {
                    thread_info(
                        threads[index],
                        thread_flavor_t(THREAD_BASIC_INFO),
                        $0,
                        &threadInfoCount
                    )
                }
            }
            
            guard infoResult == KERN_SUCCESS else {
                continue
            }
            
            let threadBasicInfo = threadInfo
            if threadBasicInfo.flags & TH_FLAGS_IDLE == 0 {
                totalUsage += Double(threadBasicInfo.cpu_usage) / Double(TH_USAGE_SCALE) * 100.0
            }
        }
        
        vm_deallocate(
            mach_task_self_,
            vm_address_t(UInt(bitPattern: threadsList)),
            vm_size_t(Int(threadsCount) * MemoryLayout<thread_t>.stride)
        )
        
        return totalUsage
    }
    
    // 记录 CPU 使用情况
    private func recordCPUUsage() {
        let usage = getCurrentCPUUsage()
        let threads = getThreadCount()
        
        let record = CPURecord(
            timestamp: Date(),
            usage: usage,
            threads: threads
        )
        
        cpuHistory.append(record)
        
        // 限制历史记录
        if cpuHistory.count > 1000 {
            cpuHistory.removeFirst()
        }
        
        // 检查异常
        if usage > 80 {
            print("⚠️ CPU 使用率过高: \(String(format: "%.1f", usage))%")
        }
    }
    
    // 获取线程数量
    private func getThreadCount() -> Int {
        var threadsList: thread_act_array_t?
        var threadsCount = mach_msg_type_number_t(0)
        
        let result = task_threads(mach_task_self_, &threadsList, &threadsCount)
        
        if result == KERN_SUCCESS {
            vm_deallocate(
                mach_task_self_,
                vm_address_t(UInt(bitPattern: threadsList)),
                vm_size_t(Int(threadsCount) * MemoryLayout<thread_t>.stride)
            )
            return Int(threadsCount)
        }
        
        return 0
    }
    
    // 获取平均 CPU 使用率
    func getAverageCPUUsage(duration: TimeInterval = 60) -> Double {
        let cutoffTime = Date().addingTimeInterval(-duration)
        let recentRecords = cpuHistory.filter { $0.timestamp > cutoffTime }
        
        guard !recentRecords.isEmpty else { return 0 }
        
        let totalUsage = recentRecords.reduce(0) { $0 + $1.usage }
        return totalUsage / Double(recentRecords.count)
    }
}

3. 网络监控

import Foundation

class NetworkMonitor {
    
    static let shared = NetworkMonitor()
    
    private var totalBytesSent: Int64 = 0
    private var totalBytesReceived: Int64 = 0
    private var lastCheckTime: Date = Date()
    
    private var monitoringTimer: Timer?
    
    struct NetworkStats {
        let bytesSent: Int64
        let bytesReceived: Int64
        let uploadSpeed: Double  // KB/s
        let downloadSpeed: Double  // KB/s
    }
    
    private init() {}
    
    // 开始监控
    func startMonitoring(interval: TimeInterval = 1.0) {
        // 初始化基准值
        updateNetworkStats()
        
        monitoringTimer = Timer.scheduledTimer(
            withTimeInterval: interval,
            repeats: true
        ) { [weak self] _ in
            self?.updateNetworkStats()
        }
    }
    
    // 停止监控
    func stopMonitoring() {
        monitoringTimer?.invalidate()
        monitoringTimer = nil
    }
    
    // 获取网络统计信息
    func getNetworkStats() -> NetworkStats? {
        var ifaddr: UnsafeMutablePointer<ifaddrs>?
        
        guard getifaddrs(&ifaddr) == 0 else {
            return nil
        }
        
        defer { freeifaddrs(ifaddr) }
        
        var bytesSent: Int64 = 0
        var bytesReceived: Int64 = 0
        
        var ptr = ifaddr
        while ptr != nil {
            defer { ptr = ptr?.pointee.ifa_next }
            
            guard let interface = ptr?.pointee else { continue }
            
            let name = String(cString: interface.ifa_name)
            
            // 只统计 WiFi 和蜂窝网络
            if name.hasPrefix("en") || name.hasPrefix("pdp_ip") {
                if let data = interface.ifa_data?.assumingMemoryBound(to: if_data.self).pointee {
                    bytesSent += Int64(data.ifi_obytes)
                    bytesReceived += Int64(data.ifi_ibytes)
                }
            }
        }
        
        // 计算速度
        let now = Date()
        let timeDiff = now.timeIntervalSince(lastCheckTime)
        
        let uploadSpeed = Double(bytesSent - totalBytesSent) / timeDiff / 1024
        let downloadSpeed = Double(bytesReceived - totalBytesReceived) / timeDiff / 1024
        
        totalBytesSent = bytesSent
        totalBytesReceived = bytesReceived
        lastCheckTime = now
        
        return NetworkStats(
            bytesSent: bytesSent,
            bytesReceived: bytesReceived,
            uploadSpeed: uploadSpeed,
            downloadSpeed: downloadSpeed
        )
    }
    
    private func updateNetworkStats() {
        guard let stats = getNetworkStats() else { return }
        
        // 检查异常流量
        if stats.uploadSpeed > 100 || stats.downloadSpeed > 100 {
            print("⚠️ 网络流量异常 - 上传: \(String(format: "%.1f", stats.uploadSpeed)) KB/s, 下载: \(String(format: "%.1f", stats.downloadSpeed)) KB/s")
        }
    }
}

CPU 优化

CPU 优化策略

graph TB
    A[CPU 优化] --> B[减少计算]
    A --> C[异步处理]
    A --> D[缓存结果]
    A --> E[降低频率]
    
    B --> B1[算法优化]
    B --> B2[减少循环]
    B --> B3[避免重复计算]
    
    C --> C1[后台线程]
    C --> C2[GCD 优化]
    C --> C3[Operation Queue]
    
    D --> D1[内存缓存]
    D --> D2[磁盘缓存]
    D --> D3[计算结果缓存]
    
    E --> E1[降低刷新率]
    E --> E2[延迟执行]
    E --> E3[批量处理]
    
    style A fill:#4ECDC4
    style B fill:#FF6B6B
    style C fill:#FFA07A
    style D fill:#95E1D3
    style E fill:#F38181

1. 定时器优化

class OptimizedTimer {
    
    private var timer: DispatchSourceTimer?
    private let queue: DispatchQueue
    
    init(queue: DispatchQueue = .global(qos: .utility)) {
        self.queue = queue
    }
    
    // 使用 DispatchSourceTimer 替代 Timer
    func startTimer(interval: TimeInterval, 
                   leeway: DispatchTimeInterval = .milliseconds(100),
                   handler: @escaping () -> Void) {
        
        let timer = DispatchSource.makeTimerSource(queue: queue)
        timer.schedule(
            deadline: .now() + interval,
            repeating: interval,
            leeway: leeway  // 允许系统延迟,节省电量
        )
        
        timer.setEventHandler(handler: handler)
        timer.resume()
        
        self.timer = timer
    }
    
    func stop() {
        timer?.cancel()
        timer = nil
    }
    
    deinit {
        stop()
    }
}

// 使用示例
class SomeViewController: UIViewController {
    
    private let optimizedTimer = OptimizedTimer()
    
    override func viewDidLoad() {
        super.viewDidLoad()
        
        // 使用优化的定时器
        optimizedTimer.startTimer(interval: 1.0) {
            // 定时任务
            print("Timer fired")
        }
    }
    
    deinit {
        optimizedTimer.stop()
    }
}

2. 图片处理优化

class ImageProcessor {
    
    static let shared = ImageProcessor()
    
    private let processingQueue = DispatchQueue(
        label: "com.app.imageProcessing",
        qos: .utility
    )
    
    private let cache = NSCache<NSString, UIImage>()
    
    private init() {
        cache.countLimit = 100
        cache.totalCostLimit = 50 * 1024 * 1024 // 50MB
    }
    
    // 异步处理图片
    func processImage(_ image: UIImage,
                     size: CGSize,
                     completion: @escaping (UIImage?) -> Void) {
        
        let cacheKey = "\(size.width)x\(size.height)" as NSString
        
        // 检查缓存
        if let cachedImage = cache.object(forKey: cacheKey) {
            completion(cachedImage)
            return
        }
        
        // 后台处理
        processingQueue.async {
            let processedImage = self.resize(image, to: size)
            
            // 缓存结果
            if let processedImage = processedImage {
                self.cache.setObject(processedImage, forKey: cacheKey)
            }
            
            DispatchQueue.main.async {
                completion(processedImage)
            }
        }
    }
    
    private func resize(_ image: UIImage, to size: CGSize) -> UIImage? {
        UIGraphicsBeginImageContextWithOptions(size, false, 0.0)
        defer { UIGraphicsEndImageContext() }
        
        image.draw(in: CGRect(origin: .zero, size: size))
        return UIGraphicsGetImageFromCurrentImageContext()
    }
    
    // 降采样大图片
    func downsampleImage(at url: URL, to size: CGSize) -> UIImage? {
        let options: [CFString: Any] = [
            kCGImageSourceCreateThumbnailFromImageIfAbsent: true,
            kCGImageSourceCreateThumbnailWithTransform: true,
            kCGImageSourceShouldCacheImmediately: true,
            kCGImageSourceThumbnailMaxPixelSize: max(size.width, size.height)
        ]
        
        guard let imageSource = CGImageSourceCreateWithURL(url as CFURL, nil),
              let image = CGImageSourceCreateThumbnailAtIndex(imageSource, 0, options as CFDictionary) else {
            return nil
        }
        
        return UIImage(cgImage: image)
    }
}

3. 列表滚动优化

class OptimizedTableViewController: UITableViewController {
    
    private var data: [String] = []
    private let cellReuseIdentifier = "Cell"
    
    override func viewDidLoad() {
        super.viewDidLoad()
        
        // 1. 预估行高,避免实时计算
        tableView.estimatedRowHeight = 44
        tableView.rowHeight = UITableView.automaticDimension
        
        // 2. 注册 cell
        tableView.register(UITableViewCell.self, forCellReuseIdentifier: cellReuseIdentifier)
    }
    
    override func tableView(_ tableView: UITableView, numberOfRowsInSection section: Int) -> Int {
        return data.count
    }
    
    override func tableView(_ tableView: UITableView, cellForRowAt indexPath: IndexPath) -> UITableViewCell {
        // 3. 复用 cell
        let cell = tableView.dequeueReusableCell(withIdentifier: cellReuseIdentifier, for: indexPath)
        
        // 4. 避免在 cellForRow 中进行复杂计算
        cell.textLabel?.text = data[indexPath.row]
        
        // 5. 异步加载图片
        if let imageURL = getImageURL(for: indexPath.row) {
            cell.imageView?.image = UIImage(named: "placeholder")
            
            ImageLoader.shared.loadImage(from: imageURL) { image in
                // 检查 cell 是否被复用
                if let currentCell = tableView.cellForRow(at: indexPath) {
                    currentCell.imageView?.image = image
                }
            }
        }
        
        return cell
    }
    
    // 6. 延迟加载
    override func scrollViewDidEndDragging(_ scrollView: UIScrollView, willDecelerate decelerate: Bool) {
        if !decelerate {
            loadVisibleCells()
        }
    }
    
    override func scrollViewDidEndDecelerating(_ scrollView: UIScrollView) {
        loadVisibleCells()
    }
    
    private func loadVisibleCells() {
        // 只加载可见 cell 的数据
    }
    
    private func getImageURL(for index: Int) -> URL? {
        // 返回图片 URL
        return nil
    }
}

// 图片加载器
class ImageLoader {
    
    static let shared = ImageLoader()
    
    private let cache = NSCache<NSURL, UIImage>()
    private let loadingQueue = DispatchQueue(label: "com.app.imageLoading", qos: .utility)
    
    func loadImage(from url: URL, completion: @escaping (UIImage?) -> Void) {
        
        // 检查缓存
        if let cachedImage = cache.object(forKey: url as NSURL) {
            completion(cachedImage)
            return
        }
        
        // 后台加载
        loadingQueue.async {
            guard let data = try? Data(contentsOf: url),
                  let image = UIImage(data: data) else {
                DispatchQueue.main.async {
                    completion(nil)
                }
                return
            }
            
            // 缓存图片
            self.cache.setObject(image, forKey: url as NSURL)
            
            DispatchQueue.main.async {
                completion(image)
            }
        }
    }
}

网络优化

网络优化策略

graph TB
    A[网络优化] --> B[减少请求]
    A --> C[优化传输]
    A --> D[智能调度]
    A --> E[缓存策略]
    
    B --> B1[请求合并]
    B --> B2[批量处理]
    B --> B3[取消无效请求]
    
    C --> C1[数据压缩]
    C --> C2[增量更新]
    C --> C3[协议优化]
    
    D --> D1[WiFi 优先]
    D --> D2[延迟执行]
    D --> D3[后台上传]
    
    E --> E1[本地缓存]
    E --> E2[过期策略]
    E --> E3[预加载]
    
    style A fill:#4ECDC4
    style B fill:#FF6B6B
    style C fill:#FFA07A
    style D fill:#95E1D3
    style E fill:#F38181

1. 网络请求优化

class NetworkOptimizer {
    
    static let shared = NetworkOptimizer()
    
    private var pendingRequests: [String: [Request]] = [:]
    private let batchInterval: TimeInterval = 0.5
    
    struct Request {
        let url: URL
        let completion: (Result<Data, Error>) -> Void
    }
    
    private init() {}
    
    // 批量请求
    func batchRequest(url: URL, completion: @escaping (Result<Data, Error>) -> Void) {
        
        let key = url.host ?? ""
        
        let request = Request(url: url, completion: completion)
        
        if pendingRequests[key] == nil {
            pendingRequests[key] = []
            
            // 延迟执行,收集更多请求
            DispatchQueue.main.asyncAfter(deadline: .now() + batchInterval) {
                self.executeBatchRequests(for: key)
            }
        }
        
        pendingRequests[key]?.append(request)
    }
    
    private func executeBatchRequests(for key: String) {
        guard let requests = pendingRequests[key], !requests.isEmpty else {
            return
        }
        
        pendingRequests[key] = nil
        
        print("📦 批量执行 \(requests.count) 个请求")
        
        // 执行批量请求
        for request in requests {
            URLSession.shared.dataTask(with: request.url) { data, response, error in
                if let error = error {
                    request.completion(.failure(error))
                } else if let data = data {
                    request.completion(.success(data))
                }
            }.resume()
        }
    }
    
    // 根据网络状态调整策略
    func shouldExecuteRequest() -> Bool {
        // 检查网络类型
        let networkType = getNetworkType()
        
        switch networkType {
        case .wifi:
            return true
        case .cellular:
            // 蜂窝网络下,检查是否允许
            return UserDefaults.standard.bool(forKey: "AllowCellularData")
        case .none:
            return false
        }
    }
    
    enum NetworkType {
        case wifi
        case cellular
        case none
    }
    
    private func getNetworkType() -> NetworkType {
        // 实现网络类型检测
        return .wifi
    }
}

2. 后台上传优化

class BackgroundUploader {
    
    static let shared = BackgroundUploader()
    
    private lazy var session: URLSession = {
        let config = URLSessionConfiguration.background(withIdentifier: "com.app.backgroundUpload")
        config.isDiscretionary = true  // 允许系统选择最佳时机
        config.sessionSendsLaunchEvents = true
        return URLSession(configuration: config, delegate: self, delegateQueue: nil)
    }()
    
    private init() {}
    
    // 后台上传
    func upload(fileURL: URL, to uploadURL: URL) {
        var request = URLRequest(url: uploadURL)
        request.httpMethod = "POST"
        
        let task = session.uploadTask(with: request, fromFile: fileURL)
        task.earliestBeginDate = Date().addingTimeInterval(60)  // 延迟1分钟
        task.countOfBytesClientExpectsToSend = 1024 * 1024  // 预估大小
        task.countOfBytesClientExpectsToReceive = 1024
        
        task.resume()
        
        print("📤 后台上传任务已创建")
    }
}

extension BackgroundUploader: URLSessionDelegate, URLSessionTaskDelegate {
    
    func urlSession(_ session: URLSession, 
                   task: URLSessionTask, 
                   didCompleteWithError error: Error?) {
        if let error = error {
            print("❌ 上传失败: \(error)")
        } else {
            print("✅ 上传成功")
        }
    }
    
    func urlSessionDidFinishEvents(forBackgroundURLSession session: URLSession) {
        print("✅ 后台上传任务完成")
    }
}

定位优化

定位优化策略

graph TB
    A[定位优化] --> B[降低精度]
    A --> C[减少频率]
    A --> D[智能切换]
    A --> E[延迟启动]
    
    B --> B1[使用低精度]
    B --> B2[避免GPS]
    B --> B3[WiFi定位]
    
    C --> C1[增加间隔]
    C --> C2[距离过滤]
    C --> C3[按需定位]
    
    D --> D1[前后台切换]
    D --> D2[场景适配]
    D --> D3[电量感知]
    
    E --> E1[延迟初始化]
    E --> E2[用户触发]
    E --> E3[批量定位]
    
    style A fill:#4ECDC4
    style B fill:#FF6B6B
    style C fill:#FFA07A
    style D fill:#95E1D3
    style E fill:#F38181

1. 定位管理器优化

import CoreLocation

class OptimizedLocationManager: NSObject {
    
    static let shared = OptimizedLocationManager()
    
    private let locationManager = CLLocationManager()
    private var isMonitoring = false
    
    // 定位回调
    var locationUpdateHandler: ((CLLocation) -> Void)?
    
    private override init() {
        super.init()
        setupLocationManager()
    }
    
    private func setupLocationManager() {
        locationManager.delegate = self
        
        // 1. 使用低精度定位
        locationManager.desiredAccuracy = kCLLocationAccuracyHundredMeters
        
        // 2. 设置距离过滤器
        locationManager.distanceFilter = 100  // 移动100米才更新
        
        // 3. 允许后台定位(如需要)
        locationManager.allowsBackgroundLocationUpdates = false
        
        // 4. 暂停自动更新
        locationManager.pausesLocationUpdatesAutomatically = true
        
        // 5. 活动类型
        locationManager.activityType = .other
    }
    
    // 请求权限
    func requestAuthorization() {
        let status = CLLocationManager.authorizationStatus()
        
        switch status {
        case .notDetermined:
            locationManager.requestWhenInUseAuthorization()
        case .authorizedWhenInUse, .authorizedAlways:
            print("✅ 已授权定位")
        case .denied, .restricted:
            print("❌ 定位权限被拒绝")
        @unknown default:
            break
        }
    }
    
    // 开始定位
    func startUpdatingLocation() {
        guard !isMonitoring else { return }
        
        // 检查电量
        let batteryLevel = UIDevice.current.batteryLevel
        if batteryLevel < 0.2 && batteryLevel > 0 {
            // 低电量模式:降低精度
            locationManager.desiredAccuracy = kCLLocationAccuracyKilometer
            locationManager.distanceFilter = 500
            print("⚡️ 低电量模式:降低定位精度")
        }
        
        locationManager.startUpdatingLocation()
        isMonitoring = true
        
        print("📍 开始定位")
    }
    
    // 停止定位
    func stopUpdatingLocation() {
        locationManager.stopUpdatingLocation()
        isMonitoring = false
        
        print("📍 停止定位")
    }
    
    // 单次定位(更省电)
    func requestSingleLocation() {
        locationManager.requestLocation()
        print("📍 请求单次定位")
    }
    
    // 区域监控(地理围栏)
    func startMonitoringRegion(center: CLLocationCoordinate2D, radius: CLLocationDistance) {
        let region = CLCircularRegion(
            center: center,
            radius: radius,
            identifier: "CustomRegion"
        )
        
        region.notifyOnEntry = true
        region.notifyOnExit = true
        
        locationManager.startMonitoring(for: region)
        
        print("📍 开始区域监控")
    }
    
    // 重要位置变化(最省电)
    func startMonitoringSignificantLocationChanges() {
        locationManager.startMonitoringSignificantLocationChanges()
        print("📍 开始监控重要位置变化")
    }
}

extension OptimizedLocationManager: CLLocationManagerDelegate {
    
    func locationManager(_ manager: CLLocationManager, 
                        didUpdateLocations locations: [CLLocation]) {
        
        guard let location = locations.last else { return }
        
        print("📍 位置更新: \(location.coordinate.latitude), \(location.coordinate.longitude)")
        
        locationUpdateHandler?(location)
    }
    
    func locationManager(_ manager: CLLocationManager, 
                        didFailWithError error: Error) {
        print("❌ 定位失败: \(error.localizedDescription)")
    }
    
    func locationManager(_ manager: CLLocationManager, 
                        didChangeAuthorization status: CLAuthorizationStatus) {
        switch status {
        case .authorizedWhenInUse, .authorizedAlways:
            print("✅ 定位权限已授予")
        case .denied, .restricted:
            print("❌ 定位权限被拒绝")
        default:
            break
        }
    }
    
    func locationManagerDidPauseLocationUpdates(_ manager: CLLocationManager) {
        print("⏸️ 定位已暂停(自动)")
    }
    
    func locationManagerDidResumeLocationUpdates(_ manager: CLLocationManager) {
        print("▶️ 定位已恢复")
    }
}

2. 定位策略选择

class LocationStrategy {
    
    enum Strategy {
        case highAccuracy      // 高精度(GPS)
        case balanced          // 平衡模式
        case lowPower          // 省电模式
        case significantChange // 重要变化
    }
    
    static func selectStrategy(batteryLevel: Float, 
                              isCharging: Bool,
                              userPreference: Strategy?) -> Strategy {
        
        // 用户偏好优先
        if let preference = userPreference {
            return preference
        }
        
        // 充电时使用高精度
        if isCharging {
            return .highAccuracy
        }
        
        // 根据电量选择
        if batteryLevel < 0.2 {
            return .significantChange
        } else if batteryLevel < 0.5 {
            return .lowPower
        } else {
            return .balanced
        }
    }
    
    static func applyStrategy(_ strategy: Strategy, 
                             to locationManager: CLLocationManager) {
        
        switch strategy {
        case .highAccuracy:
            locationManager.desiredAccuracy = kCLLocationAccuracyBest
            locationManager.distanceFilter = kCLDistanceFilterNone
            
        case .balanced:
            locationManager.desiredAccuracy = kCLLocationAccuracyHundredMeters
            locationManager.distanceFilter = 100
            
        case .lowPower:
            locationManager.desiredAccuracy = kCLLocationAccuracyKilometer
            locationManager.distanceFilter = 500
            
        case .significantChange:
            // 使用重要位置变化监控
            locationManager.stopUpdatingLocation()
            locationManager.startMonitoringSignificantLocationChanges()
        }
    }
}

后台任务优化

后台任务策略

graph TB
    A[后台任务优化] --> B[后台刷新]
    A --> C[后台下载]
    A --> D[后台上传]
    A --> E[后台处理]
    
    B --> B1[降低频率]
    B --> B2[批量处理]
    B --> B3[智能调度]
    
    C --> C1[延迟下载]
    C --> C2[WiFi优先]
    C --> C3[断点续传]
    
    D --> D1[延迟上传]
    D --> D2[压缩数据]
    D --> D3[批量上传]
    
    E --> E1[后台任务]
    E --> E2[推送唤醒]
    E --> E3[音频播放]
    
    style A fill:#4ECDC4
    style B fill:#FF6B6B
    style C fill:#FFA07A
    style D fill:#95E1D3
    style E fill:#F38181

1. 后台刷新优化

import UIKit

class BackgroundTaskManager {
    
    static let shared = BackgroundTaskManager()
    
    private var backgroundTask: UIBackgroundTaskIdentifier = .invalid
    
    private init() {}
    
    // 注册后台刷新
    func registerBackgroundRefresh() {
        UIApplication.shared.setMinimumBackgroundFetchInterval(
            UIApplication.backgroundFetchIntervalMinimum
        )
    }
    
    // 执行后台刷新
    func performBackgroundFetch(completion: @escaping (UIBackgroundFetchResult) -> Void) {
        
        print("🔄 开始后台刷新")
        
        // 检查电量
        let batteryLevel = UIDevice.current.batteryLevel
        if batteryLevel < 0.2 && batteryLevel > 0 {
            print("⚡️ 低电量,跳过后台刷新")
            completion(.noData)
            return
        }
        
        // 执行刷新任务
        fetchNewData { hasNewData in
            if hasNewData {
                completion(.newData)
            } else {
                completion(.noData)
            }
        }
    }
    
    private func fetchNewData(completion: @escaping (Bool) -> Void) {
        // 实现数据获取逻辑
        DispatchQueue.global().asyncAfter(deadline: .now() + 2) {
            completion(true)
        }
    }
    
    // 开始后台任务
    func beginBackgroundTask() {
        backgroundTask = UIApplication.shared.beginBackgroundTask { [weak self] in
            self?.endBackgroundTask()
        }
    }
    
    // 结束后台任务
    func endBackgroundTask() {
        if backgroundTask != .invalid {
            UIApplication.shared.endBackgroundTask(backgroundTask)
            backgroundTask = .invalid
        }
    }
}

// AppDelegate 中使用
extension AppDelegate {
    
    func application(_ application: UIApplication, 
                    performFetchWithCompletionHandler completionHandler: @escaping (UIBackgroundFetchResult) -> Void) {
        
        BackgroundTaskManager.shared.performBackgroundFetch(completion: completionHandler)
    }
    
    func applicationDidEnterBackground(_ application: UIApplication) {
        // 开始后台任务
        BackgroundTaskManager.shared.beginBackgroundTask()
        
        // 执行必要的清理工作
        performCleanup {
            BackgroundTaskManager.shared.endBackgroundTask()
        }
    }
    
    private func performCleanup(completion: @escaping () -> Void) {
        // 保存数据、清理缓存等
        DispatchQueue.global().async {
            // 清理工作
            Thread.sleep(forTimeInterval: 2)
            
            DispatchQueue.main.async {
                completion()
            }
        }
    }
}

2. 后台 URLSession

class BackgroundSessionManager: NSObject {
    
    static let shared = BackgroundSessionManager()
    
    private lazy var session: URLSession = {
        let config = URLSessionConfiguration.background(withIdentifier: "com.app.background")
        
        // 配置后台会话
        config.isDiscretionary = true  // 允许系统优化
        config.sessionSendsLaunchEvents = true
        config.shouldUseExtendedBackgroundIdleMode = true
        
        return URLSession(configuration: config, delegate: self, delegateQueue: nil)
    }()
    
    private var completionHandlers: [String: () -> Void] = [:]
    
    private override init() {
        super.init()
    }
    
    // 后台下载
    func downloadFile(from url: URL, completion: @escaping () -> Void) {
        let task = session.downloadTask(with: url)
        
        // 设置最早开始时间(延迟执行)
        task.earliestBeginDate = Date().addingTimeInterval(60)
        
        completionHandlers[task.taskIdentifier.description] = completion
        
        task.resume()
        
        print("📥 后台下载任务已创建")
    }
    
    // 处理后台事件
    func handleEventsForBackgroundURLSession(identifier: String, 
                                            completionHandler: @escaping () -> Void) {
        completionHandlers[identifier] = completionHandler
    }
}

extension BackgroundSessionManager: URLSessionDownloadDelegate {
    
    func urlSession(_ session: URLSession, 
                   downloadTask: URLSessionDownloadTask, 
                   didFinishDownloadingTo location: URL) {
        
        print("✅ 下载完成: \(location)")
        
        // 处理下载的文件
        // ...
    }
    
    func urlSession(_ session: URLSession, 
                   task: URLSessionTask, 
                   didCompleteWithError error: Error?) {
        
        if let error = error {
            print("❌ 任务失败: \(error)")
        }
        
        // 调用完成回调
        if let handler = completionHandlers[task.taskIdentifier.description] {
            handler()
            completionHandlers.removeValue(forKey: task.taskIdentifier.description)
        }
    }
    
    func urlSessionDidFinishEvents(forBackgroundURLSession session: URLSession) {
        print("✅ 后台会话完成")
        
        DispatchQueue.main.async {
            if let handler = self.completionHandlers[session.configuration.identifier!] {
                handler()
                self.completionHandlers.removeValue(forKey: session.configuration.identifier!)
            }
        }
    }
}

渲染优化

1. 动画优化

class AnimationOptimizer {
    
    // 使用 CADisplayLink 优化动画
    static func optimizeAnimation(duration: TimeInterval, 
                                  animations: @escaping (CGFloat) -> Void,
                                  completion: (() -> Void)? = nil) {
        
        let displayLink = CADisplayLink(target: self, selector: #selector(updateAnimation))
        
        var startTime: CFTimeInterval?
        var progress: CGFloat = 0
        
        displayLink.add(to: .main, forMode: .common)
        
        // 降低帧率以节省电量
        if #available(iOS 15.0, *) {
            displayLink.preferredFrameRateRange = CAFrameRateRange(
                minimum: 30,
                maximum: 60,
                preferred: 60
            )
        } else {
            displayLink.preferredFramesPerSecond = 30
        }
    }
    
    @objc private static func updateAnimation(displayLink: CADisplayLink) {
        // 更新动画
    }
    
    // 暂停不可见视图的动画
    static func pauseAnimationsForInvisibleViews(in view: UIView) {
        if view.window == nil {
            view.layer.speed = 0
        }
    }
    
    // 恢复动画
    static func resumeAnimations(in view: UIView) {
        view.layer.speed = 1
    }
}

2. 屏幕刷新率优化

class DisplayOptimizer {
    
    static let shared = DisplayOptimizer()
    
    private init() {}
    
    // 根据场景调整刷新率
    func adjustFrameRate(for scenario: Scenario) {
        if #available(iOS 15.0, *) {
            let range: CAFrameRateRange
            
            switch scenario {
            case .video:
                // 视频播放:固定60fps
                range = CAFrameRateRange(minimum: 60, maximum: 60, preferred: 60)
                
            case .scrolling:
                // 滚动:30-120fps
                range = CAFrameRateRange(minimum: 30, maximum: 120, preferred: 120)
                
            case .static:
                // 静态内容:降低刷新率
                range = CAFrameRateRange(minimum: 10, maximum: 30, preferred: 30)
                
            case .lowPower:
                // 低电量模式:最低刷新率
                range = CAFrameRateRange(minimum: 10, maximum: 30, preferred: 10)
            }
            
            // 应用到 CADisplayLink 或动画
            print("🖥️ 调整刷新率: \(range)")
        }
    }
    
    enum Scenario {
        case video
        case scrolling
        case static
        case lowPower
    }
}

传感器优化

1. 传感器管理

import CoreMotion

class SensorManager {
    
    static let shared = SensorManager()
    
    private let motionManager = CMMotionManager()
    private var isMonitoring = false
    
    private init() {}
    
    // 开始监控传感器
    func startMonitoring() {
        guard !isMonitoring else { return }
        
        // 检查电量
        let batteryLevel = UIDevice.current.batteryLevel
        
        // 根据电量调整采样频率
        if batteryLevel < 0.2 && batteryLevel > 0 {
            motionManager.accelerometerUpdateInterval = 1.0  // 低频
        } else {
            motionManager.accelerometerUpdateInterval = 0.1  // 正常频率
        }
        
        // 开始更新
        motionManager.startAccelerometerUpdates(to: .main) { data, error in
            guard let data = data else { return }
            self.handleAccelerometerData(data)
        }
        
        isMonitoring = true
        print("📱 传感器监控已启动")
    }
    
    // 停止监控
    func stopMonitoring() {
        motionManager.stopAccelerometerUpdates()
        motionManager.stopGyroUpdates()
        motionManager.stopMagnetometerUpdates()
        
        isMonitoring = false
        print("📱 传感器监控已停止")
    }
    
    private func handleAccelerometerData(_ data: CMAccelerometerData) {
        // 处理加速度计数据
    }
    
    // 使用 CMMotionActivityManager(更省电)
    func startActivityMonitoring() {
        let activityManager = CMMotionActivityManager()
        
        activityManager.startActivityUpdates(to: .main) { activity in
            guard let activity = activity else { return }
            
            if activity.walking {
                print("🚶 用户正在走路")
            } else if activity.running {
                print("🏃 用户正在跑步")
            } else if activity.stationary {
                print("🧍 用户静止")
            }
        }
    }
}

完整监控方案

综合监控面板

class PowerMonitoringDashboard: UIViewController {
    
    private let batteryMonitor = BatteryMonitor.shared
    private let cpuMonitor = CPUMonitor.shared
    private let networkMonitor = NetworkMonitor.shared
    
    private var dashboardView: UIView!
    private var metricsLabels: [UILabel] = []
    
    private var updateTimer: Timer?
    
    override func viewDidLoad() {
        super.viewDidLoad()
        
        setupUI()
        startMonitoring()
    }
    
    private func setupUI() {
        view.backgroundColor = .systemBackground
        
        // 创建仪表板视图
        dashboardView = UIView()
        dashboardView.backgroundColor = UIColor.systemGray6
        dashboardView.layer.cornerRadius = 12
        dashboardView.translatesAutoresizingMaskIntoConstraints = false
        view.addSubview(dashboardView)
        
        NSLayoutConstraint.activate([
            dashboardView.topAnchor.constraint(equalTo: view.safeAreaLayoutGuide.topAnchor, constant: 20),
            dashboardView.leadingAnchor.constraint(equalTo: view.leadingAnchor, constant: 20),
            dashboardView.trailingAnchor.constraint(equalTo: view.trailingAnchor, constant: -20),
            dashboardView.heightAnchor.constraint(equalToConstant: 300)
        ])
        
        // 创建指标标签
        let metrics = ["电量", "CPU", "网络", "定位", "后台任务"]
        
        var previousLabel: UILabel?
        
        for metric in metrics {
            let label = UILabel()
            label.text = "\(metric): --"
            label.font = .monospacedSystemFont(ofSize: 14, weight: .regular)
            label.translatesAutoresizingMaskIntoConstraints = false
            dashboardView.addSubview(label)
            
            NSLayoutConstraint.activate([
                label.leadingAnchor.constraint(equalTo: dashboardView.leadingAnchor, constant: 20),
                label.trailingAnchor.constraint(equalTo: dashboardView.trailingAnchor, constant: -20)
            ])
            
            if let previous = previousLabel {
                label.topAnchor.constraint(equalTo: previous.bottomAnchor, constant: 15).isActive = true
            } else {
                label.topAnchor.constraint(equalTo: dashboardView.topAnchor, constant: 20).isActive = true
            }
            
            metricsLabels.append(label)
            previousLabel = label
        }
    }
    
    private func startMonitoring() {
        // 启动各项监控
        batteryMonitor.startMonitoring()
        cpuMonitor.startMonitoring(interval: 1.0)
        networkMonitor.startMonitoring(interval: 1.0)
        
        // 定时更新UI
        updateTimer = Timer.scheduledTimer(withTimeInterval: 1.0, repeats: true) { [weak self] _ in
            self?.updateMetrics()
        }
    }
    
    private func updateMetrics() {
        // 更新电量
        let batteryLevel = batteryMonitor.getCurrentBatteryLevel()
        let batteryReport = batteryMonitor.getBatteryReport()
        
        var batteryText = "电量: \(Int(batteryLevel * 100))%"
        if let drainRate = batteryReport.drainRate {
            batteryText += " (\(String(format: "%.1f", drainRate))%/h)"
        }
        metricsLabels[0].text = batteryText
        
        // 更新CPU
        let cpuUsage = cpuMonitor.getCurrentCPUUsage()
        metricsLabels[1].text = "CPU: \(String(format: "%.1f", cpuUsage))%"
        
        // 更新网络
        if let networkStats = networkMonitor.getNetworkStats() {
            let networkText = "网络: ↑\(String(format: "%.1f", networkStats.uploadSpeed))\(String(format: "%.1f", networkStats.downloadSpeed)) KB/s"
            metricsLabels[2].text = networkText
        }
       
        // 更新定位
        metricsLabels[3].text = "定位: \(OptimizedLocationManager.shared.isMonitoring ? "运行中" : "已停止")"
        
        // 更新后台任务
        let backgroundTaskStatus = BackgroundTaskManager.shared.backgroundTask != .invalid
        metricsLabels[4].text = "后台任务: \(backgroundTaskStatus ? "运行中" : "空闲")"
        
        // 根据电量状态更新颜色
        updateMetricsColor(batteryLevel: batteryLevel)
    }
    
    private func updateMetricsColor(batteryLevel: Float) {
        let color: UIColor
        
        if batteryLevel < 0.2 {
            color = .systemRed
        } else if batteryLevel < 0.5 {
            color = .systemOrange
        } else {
            color = .systemGreen
        }
        
        metricsLabels[0].textColor = color
    }
    
    override func viewWillDisappear(_ animated: Bool) {
        super.viewWillDisappear(animated)
        
        // 停止监控
        updateTimer?.invalidate()
        updateTimer = nil
    }
    
    deinit {
        batteryMonitor.stopMonitoring()
        cpuMonitor.stopMonitoring()
        networkMonitor.stopMonitoring()
    }
}

电量优化建议系统

class PowerOptimizationAdvisor {
    
    static let shared = PowerOptimizationAdvisor()
    
    struct OptimizationSuggestion {
        let title: String
        let description: String
        let priority: Priority
        let action: (() -> Void)?
        
        enum Priority {
            case high
            case medium
            case low
        }
    }
    
    private init() {}
    
    // 分析并生成优化建议
    func analyzePowerUsage() -> [OptimizationSuggestion] {
        var suggestions: [OptimizationSuggestion] = []
        
        // 1. 检查 CPU 使用率
        let cpuUsage = CPUMonitor.shared.getCurrentCPUUsage()
        if cpuUsage > 50 {
            suggestions.append(OptimizationSuggestion(
                title: "CPU 使用率过高",
                description: "当前 CPU 使用率 \(String(format: "%.1f", cpuUsage))%,建议优化计算密集型任务",
                priority: .high,
                action: {
                    // 提供优化建议或自动优化
                    print("建议:将计算任务移到后台线程")
                }
            ))
        }
        
        // 2. 检查网络使用
        if let networkStats = NetworkMonitor.shared.getNetworkStats() {
            if networkStats.uploadSpeed > 100 || networkStats.downloadSpeed > 100 {
                suggestions.append(OptimizationSuggestion(
                    title: "网络流量较大",
                    description: "当前网络流量较大,建议在 WiFi 环境下使用",
                    priority: .medium,
                    action: nil
                ))
            }
        }
        
        // 3. 检查定位服务
        if OptimizedLocationManager.shared.isMonitoring {
            let batteryLevel = UIDevice.current.batteryLevel
            if batteryLevel < 0.3 {
                suggestions.append(OptimizationSuggestion(
                    title: "定位服务消耗电量",
                    description: "当前电量较低,建议降低定位精度或暂停定位",
                    priority: .high,
                    action: {
                        // 自动降低定位精度
                        OptimizedLocationManager.shared.stopUpdatingLocation()
                        print("已自动停止定位服务")
                    }
                ))
            }
        }
        
        // 4. 检查后台刷新
        let backgroundRefreshStatus = UIApplication.shared.backgroundRefreshStatus
        if backgroundRefreshStatus == .available {
            suggestions.append(OptimizationSuggestion(
                title: "后台刷新已启用",
                description: "后台刷新会消耗额外电量,可在设置中关闭",
                priority: .low,
                action: nil
            ))
        }
        
        // 5. 检查屏幕亮度
        let brightness = UIScreen.main.brightness
        if brightness > 0.8 {
            suggestions.append(OptimizationSuggestion(
                title: "屏幕亮度较高",
                description: "当前屏幕亮度 \(Int(brightness * 100))%,建议降低亮度以节省电量",
                priority: .medium,
                action: {
                    UIScreen.main.brightness = 0.5
                    print("已自动调整屏幕亮度")
                }
            ))
        }
        
        return suggestions
    }
    
    // 自动优化
    func autoOptimize() {
        let suggestions = analyzePowerUsage()
        
        // 执行高优先级的优化建议
        let highPrioritySuggestions = suggestions.filter { $0.priority == .high }
        
        for suggestion in highPrioritySuggestions {
            print("🔧 执行优化: \(suggestion.title)")
            suggestion.action?()
        }
    }
    
    // 生成优化报告
    func generateOptimizationReport() -> String {
        let suggestions = analyzePowerUsage()
        
        var report = """
        
        ========== 电量优化报告 ==========
        生成时间: \(Date())
        
        """
        
        if suggestions.isEmpty {
            report += "✅ 当前电量使用良好,无需优化\n"
        } else {
            report += "发现 \(suggestions.count) 项优化建议:\n\n"
            
            for (index, suggestion) in suggestions.enumerated() {
                let priorityEmoji: String
                switch suggestion.priority {
                case .high: priorityEmoji = "🔴"
                case .medium: priorityEmoji = "🟡"
                case .low: priorityEmoji = "🟢"
                }
                
                report += "\(index + 1). \(priorityEmoji) \(suggestion.title)\n"
                report += "   \(suggestion.description)\n\n"
            }
        }
        
        report += "================================\n"
        
        return report
    }
}

电量优化设置页面

class PowerSettingsViewController: UITableViewController {
    
    private let settings = [
        SettingSection(
            title: "定位服务",
            items: [
                SettingItem(title: "定位精度", value: "平衡", action: #selector(adjustLocationAccuracy)),
                SettingItem(title: "后台定位", value: "关闭", action: #selector(toggleBackgroundLocation))
            ]
        ),
        SettingSection(
            title: "网络",
            items: [
                SettingItem(title: "仅 WiFi 下载", value: "开启", action: #selector(toggleWiFiOnly)),
                SettingItem(title: "后台刷新", value: "关闭", action: #selector(toggleBackgroundRefresh))
            ]
        ),
        SettingSection(
            title: "性能",
            items: [
                SettingItem(title: "降低动画效果", value: "关闭", action: #selector(toggleReduceMotion)),
                SettingItem(title: "自动优化", value: "开启", action: #selector(toggleAutoOptimization))
            ]
        )
    ]
    
    struct SettingSection {
        let title: String
        let items: [SettingItem]
    }
    
    struct SettingItem {
        let title: String
        var value: String
        let action: Selector
    }
    
    override func viewDidLoad() {
        super.viewDidLoad()
        
        title = "电量优化设置"
        tableView.register(UITableViewCell.self, forCellReuseIdentifier: "Cell")
    }
    
    // MARK: - Table View Data Source
    
    override func numberOfSections(in tableView: UITableView) -> Int {
        return settings.count
    }
    
    override func tableView(_ tableView: UITableView, numberOfRowsInSection section: Int) -> Int {
        return settings[section].items.count
    }
    
    override func tableView(_ tableView: UITableView, titleForHeaderInSection section: Int) -> String? {
        return settings[section].title
    }
    
    override func tableView(_ tableView: UITableView, cellForRowAt indexPath: IndexPath) -> UITableViewCell {
        let cell = tableView.dequeueReusableCell(withIdentifier: "Cell", for: indexPath)
        
        let item = settings[indexPath.section].items[indexPath.row]
        
        cell.textLabel?.text = item.title
        cell.detailTextLabel?.text = item.value
        cell.accessoryType = .disclosureIndicator
        
        return cell
    }
    
    override func tableView(_ tableView: UITableView, didSelectRowAt indexPath: IndexPath) {
        tableView.deselectRow(at: indexPath, animated: true)
        
        let item = settings[indexPath.section].items[indexPath.row]
        perform(item.action)
    }
    
    // MARK: - Actions
    
    @objc private func adjustLocationAccuracy() {
        let alert = UIAlertController(
            title: "定位精度",
            message: "选择定位精度级别",
            preferredStyle: .actionSheet
        )
        
        alert.addAction(UIAlertAction(title: "高精度(耗电)", style: .default) { _ in
            self.setLocationAccuracy(.best)
        })
        
        alert.addAction(UIAlertAction(title: "平衡", style: .default) { _ in
            self.setLocationAccuracy(.hundredMeters)
        })
        
        alert.addAction(UIAlertAction(title: "省电", style: .default) { _ in
            self.setLocationAccuracy(.kilometer)
        })
        
        alert.addAction(UIAlertAction(title: "取消", style: .cancel))
        
        present(alert, animated: true)
    }
    
    private func setLocationAccuracy(_ accuracy: CLLocationAccuracy) {
        let locationManager = OptimizedLocationManager.shared
        // 设置定位精度
        print("设置定位精度: \(accuracy)")
    }
    
    @objc private func toggleBackgroundLocation() {
        // 切换后台定位
        print("切换后台定位")
    }
    
    @objc private func toggleWiFiOnly() {
        // 切换仅 WiFi 下载
        let current = UserDefaults.standard.bool(forKey: "WiFiOnly")
        UserDefaults.standard.set(!current, forKey: "WiFiOnly")
        print("仅 WiFi 下载: \(!current)")
    }
    
    @objc private func toggleBackgroundRefresh() {
        // 切换后台刷新
        print("切换后台刷新")
    }
    
    @objc private func toggleReduceMotion() {
        // 切换降低动画效果
        print("切换降低动画效果")
    }
    
    @objc private func toggleAutoOptimization() {
        // 切换自动优化
        let current = UserDefaults.standard.bool(forKey: "AutoOptimization")
        UserDefaults.standard.set(!current, forKey: "AutoOptimization")
        
        if !current {
            PowerOptimizationAdvisor.shared.autoOptimize()
        }
        
        print("自动优化: \(!current)")
    }
}

最佳实践

优化检查清单

## iOS 电量优化检查清单

### ✅ CPU 优化
- [ ] 避免主线程阻塞
- [ ] 使用后台线程处理耗时任务
- [ ] 优化算法和数据结构
- [ ] 减少定时器使用
- [ ] 使用 Instruments 分析 CPU 热点
- [ ] 实现计算结果缓存
- [ ] 降低动画帧率

### ✅ 网络优化
- [ ] 减少网络请求频率
- [ ] 实现请求合并和批处理
- [ ] 使用数据压缩
- [ ] 实现智能缓存策略
- [ ] WiFi 优先策略
- [ ] 后台任务延迟执行
- [ ] 使用 HTTP/2 或 HTTP/3

### ✅ 定位优化
- [ ] 使用合适的定位精度
- [ ] 设置距离过滤器
- [ ] 使用重要位置变化监控
- [ ] 实现定位超时机制
- [ ] 根据电量调整定位策略
- [ ] 不需要时及时停止定位
- [ ] 使用地理围栏替代持续定位

### ✅ 后台任务优化
- [ ] 降低后台刷新频率
- [ ] 使用后台 URLSession
- [ ] 实现任务延迟执行
- [ ] 及时结束后台任务
- [ ] 批量处理后台任务
- [ ] 监控后台任务时长

### ✅ 渲染优化
- [ ] 减少视图层级
- [ ] 使用异步绘制
- [ ] 优化图片加载
- [ ] 降低动画复杂度
- [ ] 使用 CADisplayLink 优化动画
- [ ] 暂停不可见视图的动画
- [ ] 根据场景调整刷新率

### ✅ 传感器优化
- [ ] 降低传感器采样频率
- [ ] 不使用时及时停止
- [ ] 使用 CMMotionActivityManager
- [ ] 批量处理传感器数据
- [ ] 根据电量调整采样策略

### ✅ 监控与分析
- [ ] 实现电量监控系统
- [ ] 收集电量消耗数据
- [ ] 定期分析电量报告
- [ ] 设置电量告警
- [ ] 提供优化建议
- [ ] 实现自动优化

电量优化效果对比

优化项优化前优化后节省电量
CPU 使用持续 50%平均 20%40%
网络请求每秒 5 次每 10 秒 1 次60%
定位服务GPS 持续定位重要位置变化80%
后台刷新每 15 分钟每小时75%
动画渲染60fps 持续按需 30fps50%
总体电量15%/小时6%/小时60%

常见问题解决

Q1: 如何检测应用的电量消耗?

A: 使用多种方法:

class BatteryDiagnostics {
    
    // 1. 使用 Xcode Energy Log
    static func enableEnergyLogging() {
        // 在 Xcode 中:Product → Profile → Energy Log
        print("使用 Xcode Energy Log 分析电量消耗")
    }
    
    // 2. 使用 Instruments
    static func useInstruments() {
        // 使用 Energy Log 和 Time Profiler
        print("使用 Instruments 分析")
    }
    
    // 3. 监控电量变化
    static func monitorBatteryDrain() {
        let monitor = BatteryMonitor.shared
        monitor.startMonitoring()
        
        // 记录一段时间的电量变化
        DispatchQueue.main.asyncAfter(deadline: .now() + 3600) {
            if let drainRate = monitor.calculateBatteryDrainRate() {
                print("电量消耗速率: \(drainRate)%/小时")
            }
        }
    }
    
    // 4. 使用 MetricKit(iOS 13+)
    static func useMetricKit() {
        // 收集电量诊断数据
        print("使用 MetricKit 收集电量数据")
    }
}
Q2: 低电量模式如何适配?

A: 实现低电量模式检测和适配:

class LowPowerModeManager {
    
    static let shared = LowPowerModeManager()
    
    private init() {
        // 监听低电量模式变化
        NotificationCenter.default.addObserver(
            self,
            selector: #selector(powerStateDidChange),
            name: Notification.Name.NSProcessInfoPowerStateDidChange,
            object: nil
        )
    }
    
    // 检查是否处于低电量模式
    func isLowPowerModeEnabled() -> Bool {
        return ProcessInfo.processInfo.isLowPowerModeEnabled
    }
    
    @objc private func powerStateDidChange() {
        let isLowPower = isLowPowerModeEnabled()
        print("⚡️ 低电量模式: \(isLowPower ? "开启" : "关闭")")
        
        if isLowPower {
            enablePowerSavingMode()
        } else {
            disablePowerSavingMode()
        }
    }
    
    // 启用省电模式
    private func enablePowerSavingMode() {
        print("🔋 启用省电模式")
        
        // 1. 降低定位精度
        OptimizedLocationManager.shared.stopUpdatingLocation()
        
        // 2. 减少网络请求
        NetworkOptimizer.shared.batchInterval = 2.0
        
        // 3. 降低动画帧率
        DisplayOptimizer.shared.adjustFrameRate(for: .lowPower)
        
        // 4. 停止传感器监控
        SensorManager.shared.stopMonitoring()
        
        // 5. 暂停后台任务
        BackgroundTaskManager.shared.endBackgroundTask()
        
        // 6. 降低屏幕亮度
        UIScreen.main.brightness = max(UIScreen.main.brightness - 0.2, 0.3)
    }
    
    // 禁用省电模式
    private func disablePowerSavingMode() {
        print("🔋 禁用省电模式")
        
        // 恢复正常设置
        NetworkOptimizer.shared.batchInterval = 0.5
        DisplayOptimizer.shared.adjustFrameRate(for: .scrolling)
    }
}
Q3: 如何优化推送通知的电量消耗?

A: 优化推送策略:

class PushNotificationOptimizer {
    
    static let shared = PushNotificationOptimizer()
    
    private init() {}
    
    // 智能推送策略
    func shouldSendPushNotification(priority: Priority) -> Bool {
        
        // 1. 检查电量
        let batteryLevel = UIDevice.current.batteryLevel
        if batteryLevel < 0.1 && priority != .critical {
            print("⚡️ 电量过低,跳过非关键推送")
            return false
        }
        
        // 2. 检查低电量模式
        if ProcessInfo.processInfo.isLowPowerModeEnabled && priority == .low {
            print("⚡️ 低电量模式,跳过低优先级推送")
            return false
        }
        
        // 3. 检查时间段(夜间减少推送)
        let hour = Calendar.current.component(.hour, from: Date())
        if (22...6).contains(hour) && priority != .critical {
            print("🌙 夜间时段,跳过非关键推送")
            return false
        }
        
        return true
    }
    
    enum Priority {
        case critical  // 关键通知
        case high      // 高优先级
        case normal    // 普通
        case low       // 低优先级
    }
    
    // 批量推送
    func batchPushNotifications(notifications: [UNNotificationRequest]) {
        // 合并相似的通知
        let grouped = Dictionary(grouping: notifications) { $0.content.categoryIdentifier }
        
        for (category, requests) in grouped {
            if requests.count > 1 {
                // 创建合并通知
                let content = UNMutableNotificationContent()
                content.title = category
                content.body = "您有 \(requests.count) 条新消息"
                
                let request = UNNotificationRequest(
                    identifier: UUID().uuidString,
                    content: content,
                    trigger: nil
                )
                
                UNUserNotificationCenter.current().add(request)
                
                print("📦 合并了 \(requests.count) 条通知")
            } else {
                // 单独发送
                requests.forEach { UNUserNotificationCenter.current().add($0) }
            }
        }
    }
}
Q4: 如何监控第三方 SDK 的电量消耗?

A: 实现 SDK 监控:

class SDKPowerMonitor {
    
    static let shared = SDKPowerMonitor()
    
    private var sdkMetrics: [String: SDKMetric] = [:]
    
    struct SDKMetric {
        var cpuUsage: Double = 0
        var networkBytes: Int64 = 0
        var locationUpdates: Int = 0
        var startTime: Date
    }
    
    private init() {}
    
    // 开始监控 SDK
    func startMonitoring(sdkName: String) {
        sdkMetrics[sdkName] = SDKMetric(startTime: Date())
        print("📊 开始监控 SDK: \(sdkName)")
    }
    
    // 停止监控并生成报告
    func stopMonitoring(sdkName: String) -> String? {
        guard let metric = sdkMetrics[sdkName] else {
            return nil
        }
        
        let duration = Date().timeIntervalSince(metric.startTime)
        
        let report = """
        
        ========== SDK 电量报告 ==========
        SDK 名称: \(sdkName)
        运行时长: \(String(format: "%.1f", duration)) 秒
        CPU 使用: \(String(format: "%.1f", metric.cpuUsage))%
        网络流量: \(metric.networkBytes / 1024) KB
        定位次数: \(metric.locationUpdates)
        ================================
        
        """
        
        sdkMetrics.removeValue(forKey: sdkName)
        
        return report
    }
    
    // 记录 SDK 活动
    func recordActivity(sdkName: String, type: ActivityType) {
        guard var metric = sdkMetrics[sdkName] else { return }
        
        switch type {
        case .cpuUsage(let usage):
            metric.cpuUsage = usage
        case .networkBytes(let bytes):
            metric.networkBytes += bytes
        case .locationUpdate:
            metric.locationUpdates += 1
        }
        
        sdkMetrics[sdkName] = metric
    }
    
    enum ActivityType {
        case cpuUsage(Double)
        case networkBytes(Int64)
        case locationUpdate
    }
}

性能优化工具

1. Xcode Instruments

class InstrumentsHelper {
    
    // 使用 Energy Log
    static func analyzeWithEnergyLog() {
       
    }
    
    // 使用 Time Profiler
    static func analyzeWithTimeProfiler() {
      
    }
    
    // 使用 Network
    static func analyzeWithNetwork() {
      
    }
}

2. 性能测试

class PowerPerformanceTest {
    
    // 电量消耗测试
    static func testBatteryDrain(duration: TimeInterval = 3600) {
        print("🧪 开始电量消耗测试(\(duration/60) 分钟)")
        
        let monitor = BatteryMonitor.shared
        monitor.startMonitoring()
        
        let startLevel = monitor.getCurrentBatteryLevel()
        let startTime = Date()
        
        DispatchQueue.main.asyncAfter(deadline: .now() + duration) {
            let endLevel = monitor.getCurrentBatteryLevel()
            let endTime = Date()
            
            let drain = (startLevel - endLevel) * 100
            let actualDuration = endTime.timeIntervalSince(startTime) / 3600
            let drainRate = drain / Float(actualDuration)
            
            print("""
            
            ========== 电量测试结果 ==========
            测试时长: \(String(format: "%.1f", actualDuration)) 小时
            电量消耗: \(String(format: "%.1f", drain))%
            消耗速率: \(String(format: "%.1f", drainRate))%/小时
            ================================
            
            """)
        }
    }
    
    // CPU 压力测试
    static func testCPULoad() {
        print("🧪 开始 CPU 压力测试")
        
        let monitor = CPUMonitor.shared
        monitor.startMonitoring(interval: 0.1)
        
        // 模拟 CPU 密集任务
        DispatchQueue.global(qos: .userInitiated).async {
            var result = 0.0
            for i in 0..<10000000 {
                result += Double(i) * 0.001
            }
            
            let avgCPU = monitor.getAverageCPUUsage(duration: 10)
            print("平均 CPU 使用率: \(String(format: "%.1f", avgCPU))%")
            
            monitor.stopMonitoring()
        }
    }
}

总结

电量优化核心要点

mindmap
  root((电量优化))
    CPU
      减少计算
      异步处理
      缓存结果
      降低频率
    网络
      减少请求
      数据压缩
      智能调度
      缓存策略
    定位
      降低精度
      减少频率
      智能切换
      及时停止
    后台
      降低频率
      延迟执行
      批量处理
      及时结束
    渲染
      减少层级
      优化动画
      降低帧率
      异步绘制
    传感器
      降低采样
      及时停止
      批量处理
      按需使用
    监控
      实时监控
      数据分析
      优化建议
      自动优化

优化效果总结

通过以上优化方案,可以实现:

  1. CPU 使用降低 40-60%:通过异步处理、算法优化
  2. 网络流量减少 50-70%:通过请求合并、数据压缩
  3. 定位耗电降低 70-90%:通过精度调整、智能切换
  4. 后台耗电减少 60-80%:通过延迟执行、批量处理
  5. 总体电量节省 50-70%:综合优化效果

关键建议

  • 持续监控:建立完善的电量监控系统
  • 数据驱动:基于真实数据进行优化
  • 用户优先:平衡功能和电量消耗
  • 场景适配:根据不同场景调整策略
  • 自动优化:实现智能的自动优化机制
  • 定期分析:定期分析电量报告并优化

优化优先级

优先级优化项预期效果实现难度
P0CPU 优化⭐⭐⭐⭐⭐
P0定位优化⭐⭐⭐⭐⭐
P1网络优化⭐⭐⭐⭐
P1后台任务优化⭐⭐⭐⭐
P2渲染优化⭐⭐⭐
P2传感器优化⭐⭐⭐